{
  "schemaVersion": 1,
  "benchmarkVersion": "0.1",
  "publishedAt": "2026-07-18",
  "methodologyUrl": "https://ai-brand-scaler.com/research/ai-brand-tools-benchmark",
  "commercialInterest": "AI Brand Scaler evaluates its own tools alongside competitors. It may sell branding products or services. No affiliate links are used in benchmark v0.1.",
  "scorePolicy": {
    "complete": "all rubric dimensions have first-hand evidence, so a 0 to 100 score may be published. ranking also requires a two-reviewer blinded panel.",
    "partial": "one or more dimensions lack compliant evidence. Observed points and coverage may be shown, but no normalized score or rank is published.",
    "unscored": "no rubric dimensions have enough evidence for a score.",
    "review": "v0.1 publishes no numeric creative judgment without a completed review. ranking requires two reviewers using the blinded-panel method."
  },
  "briefs": [
    {
      "id": "skincare-gen-z",
      "workingDescription": "A clinically credible skincare line for women aged 18 to 30.",
      "audience": "Trend-conscious US consumers in New York, Los Angeles and Miami.",
      "positioning": "Clean, effective and culturally current without sterile pharmacy branding.",
      "tasteSignals": [
        "rhode",
        "aesop",
        "miu miu",
        "clean utility",
        "quietly expensive",
        "hotel bathroom at midnight"
      ],
      "constraints": [
        "1 or 2 words",
        "easy to pronounce in American English",
        "avoid literal words such as skin, glow and beauty where possible"
      ],
      "requiredOutputs": [
        "20 raw candidates where the tool supports it",
        "3 shortlisted candidates",
        "rationale"
      ],
      "logoInput": {
        "name": "morrow",
        "basis": "synthetic-test-label",
        "disclaimer": "test text only. not a recommendation, availability result or ownership claim."
      },
      "version": "0.1"
    },
    {
      "id": "ai-finance-b2b",
      "workingDescription": "An AI research and monitoring product for private-market investment teams.",
      "audience": "Investment professionals at private equity and growth equity firms.",
      "positioning": "Precise, sober and high-trust. More institutional than futuristic.",
      "tasteSignals": [
        "quiet authority",
        "modernist publishing",
        "blackened steel",
        "london",
        "private not secret"
      ],
      "constraints": [
        "credible in a board meeting",
        "avoid AI, capital, alpha and intelligence as obvious suffixes",
        "domain availability is useful but not decisive"
      ],
      "logoInput": {
        "name": "north ledger",
        "basis": "synthetic-test-label",
        "disclaimer": "test text only. not a recommendation, availability result or ownership claim."
      },
      "version": "0.1"
    },
    {
      "id": "boutique-hospitality",
      "workingDescription": "A small coastal hotel and members' bar with design-led rooms and late-night programming.",
      "audience": "Creative professionals aged 25 to 40.",
      "positioning": "Intimate, cinematic and known by the right people.",
      "tasteSignals": [
        "the standard",
        "lost in translation",
        "hotel bar",
        "point-and-shoot flash",
        "low-key famous",
        "beach club before opening"
      ],
      "constraints": [
        "should work internationally",
        "avoid generic house, collective and club constructions"
      ],
      "logoInput": {
        "name": "late tide",
        "basis": "synthetic-test-label",
        "disclaimer": "test text only. not a recommendation, availability result or ownership claim."
      },
      "version": "0.1"
    },
    {
      "id": "streetwear-label",
      "workingDescription": "A limited-run apparel label blending workwear, football culture and nightlife.",
      "audience": "US and UK consumers aged 18 to 30.",
      "positioning": "Specific, credible and slightly confrontational.",
      "tasteSignals": [
        "corteiz",
        "carhartt wip",
        "blokecore",
        "archive fashion",
        "afterparty smoking area",
        "blue-collar premium"
      ],
      "constraints": [
        "must work as a wordmark",
        "avoid random-vowel startup language"
      ],
      "logoInput": {
        "name": "yardshift",
        "basis": "synthetic-test-label",
        "disclaimer": "test text only. not a recommendation, availability result or ownership claim."
      },
      "version": "0.1"
    },
    {
      "id": "wellness-consumer",
      "workingDescription": "A modern recovery and nervous-system wellness product for busy urban consumers.",
      "audience": "Health-conscious professionals aged 25 to 40.",
      "positioning": "Grounded, human and design-led without medical overclaiming.",
      "tasteSignals": [
        "pilates",
        "cold plunge",
        "farmers market",
        "soft power",
        "copenhagen",
        "warm simplicity"
      ],
      "constraints": [
        "avoid cure, therapy and clinical claims",
        "1 or 2 words preferred"
      ],
      "logoInput": {
        "name": "still kind",
        "basis": "synthetic-test-label",
        "disclaimer": "test text only. not a recommendation, availability result or ownership claim."
      },
      "version": "0.1"
    },
    {
      "id": "b2b-saas-operations",
      "workingDescription": "Workflow software that turns scattered operating data into daily decisions for multi-site service businesses.",
      "audience": "Founders and operations leaders at companies with 20 to 500 employees.",
      "positioning": "Practical, capable and modern. No science-fiction theater.",
      "tasteSignals": [
        "clean utility",
        "underproduced confidence",
        "modern prep",
        "graphite",
        "known by the right people"
      ],
      "constraints": [
        "must be pronounceable on a sales call",
        "avoid flow, sync, ops and hub unless unusually strong"
      ],
      "logoInput": {
        "name": "dayframe",
        "basis": "synthetic-test-label",
        "disclaimer": "test text only. not a recommendation, availability result or ownership claim."
      },
      "version": "0.1"
    }
  ],
  "rubrics": [
    {
      "category": "naming",
      "totalWeight": 100,
      "dimensions": [
        {
          "id": "taste-alignment",
          "label": "taste alignment",
          "weight": 25,
          "assessment": "how closely the output follows explicit and implicit aesthetic signals, not only keywords."
        },
        {
          "id": "distinctiveness",
          "label": "distinctiveness",
          "weight": 20,
          "assessment": "how far the names move beyond generic startup constructions and obvious category terms."
        },
        {
          "id": "brief-adherence",
          "label": "brief adherence",
          "weight": 15,
          "assessment": "whether the output respects length, tone, exclusions, audience and other stated constraints."
        },
        {
          "id": "control-and-iteration",
          "label": "control and iteration",
          "weight": 15,
          "assessment": "whether a user can steer, reject, refine, save and communicate preferences."
        },
        {
          "id": "validation-support",
          "label": "validation support",
          "weight": 10,
          "assessment": "observable domain, collision, social-handle or other checks, with their limits stated precisely."
        },
        {
          "id": "memorability-and-pronunciation",
          "label": "memorability and pronunciation",
          "weight": 10,
          "assessment": "whether a target user can say, recall and type the name."
        },
        {
          "id": "value",
          "label": "value",
          "weight": 5,
          "assessment": "observed utility relative to price and paywall placement."
        }
      ]
    },
    {
      "category": "logo",
      "totalWeight": 100,
      "dimensions": [
        {
          "id": "visual-distinctiveness",
          "label": "visual distinctiveness",
          "weight": 20,
          "assessment": "how far the mark moves beyond interchangeable logo-generator patterns."
        },
        {
          "id": "wordmark-integrity",
          "label": "wordmark integrity and text accuracy",
          "weight": 15,
          "assessment": "whether the name is rendered accurately and the wordmark holds together."
        },
        {
          "id": "small-size-legibility",
          "label": "small-size legibility",
          "weight": 10,
          "assessment": "whether the mark and wordmark remain readable at practical small sizes."
        },
        {
          "id": "taste-and-brief-alignment",
          "label": "taste and brief alignment",
          "weight": 15,
          "assessment": "how closely the visible direction follows the same brief and taste signals."
        },
        {
          "id": "editing-and-iteration",
          "label": "editing and iteration control",
          "weight": 15,
          "assessment": "the observed ability to revise type, color, symbol and composition."
        },
        {
          "id": "vector-and-export-quality",
          "label": "vector and export quality",
          "weight": 10,
          "assessment": "the formats, resolution and editability independently verified from an obtained export."
        },
        {
          "id": "brand-continuity",
          "label": "brand continuity with the chosen name",
          "weight": 10,
          "assessment": "whether the visual direction belongs to the selected name and wider brief."
        },
        {
          "id": "value",
          "label": "value",
          "weight": 5,
          "assessment": "observed utility relative to price and paywall placement."
        }
      ]
    },
    {
      "category": "brand-kit",
      "totalWeight": 100,
      "dimensions": [
        {
          "id": "cross-asset-coherence",
          "label": "cross-asset coherence",
          "weight": 20,
          "assessment": "whether the system remains coherent across its visible assets."
        },
        {
          "id": "asset-breadth",
          "label": "asset breadth",
          "weight": 15,
          "assessment": "the useful range of brand assets independently observed."
        },
        {
          "id": "typography-quality",
          "label": "typography quality",
          "weight": 10,
          "assessment": "the quality and practicality of the recommended type system."
        },
        {
          "id": "palette-quality",
          "label": "palette quality and usable values",
          "weight": 10,
          "assessment": "the quality of the palette and whether usable values are provided."
        },
        {
          "id": "voice-and-messaging",
          "label": "voice and messaging usefulness",
          "weight": 15,
          "assessment": "whether messaging guidance is specific enough to use."
        },
        {
          "id": "editing-and-customization",
          "label": "editing and customization",
          "weight": 10,
          "assessment": "how much of the system can be revised without starting again."
        },
        {
          "id": "exportability-and-ownership",
          "label": "exportability and ownership clarity",
          "weight": 10,
          "assessment": "what can be exported and what the observed terms say about use."
        },
        {
          "id": "platform-portability",
          "label": "platform portability",
          "weight": 5,
          "assessment": "how readily the system can move into ordinary design and publishing tools."
        },
        {
          "id": "value",
          "label": "value",
          "weight": 5,
          "assessment": "observed utility relative to price and paywall placement."
        }
      ]
    }
  ],
  "tools": [
    {
      "id": "ai-brand-scaler",
      "name": "AI Brand Scaler",
      "canonicalUrl": "https://ai-brand-scaler.com/",
      "categories": [
        "naming",
        "logo",
        "brand-kit",
        "multi-stage"
      ],
      "shortDescription": "taste-led naming and logo tools published by the team behind this benchmark.",
      "pricingModel": "free",
      "testedAt": "2026-07-18",
      "lastCheckedAt": "2026-07-18",
      "locale": "en-US",
      "planState": "anonymous public free beta; model-backed generation not started under the no-spend protocol",
      "benchmarkStatus": "partial",
      "strengths": [
        {
          "text": "large structured taste taxonomies are visible before generation.",
          "evidenceIds": [
            "abs-name-taxonomy-ui-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ]
        },
        {
          "text": "no account is required to reach either public tool.",
          "evidenceIds": [
            "abs-name-taxonomy-ui-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ]
        }
      ],
      "limitations": [
        {
          "text": "no output-quality dimension was tested.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718"
          ]
        },
        {
          "text": "the name endpoint adds fixed fashion, direct-to-consumer and US 18 to 28 context outside the selected tags.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718"
          ]
        }
      ],
      "bestFor": [],
      "notBestFor": [],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-name-taxonomy-ui-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "sources": [
        {
          "label": "name picker",
          "url": "https://ai-brand-scaler.com/name",
          "sourceType": "first-party-test",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "logo maker",
          "url": "https://ai-brand-scaler.com/kit",
          "sourceType": "first-party-test",
          "checkedAt": "2026-07-18"
        }
      ]
    },
    {
      "id": "looka",
      "name": "Looka",
      "canonicalUrl": "https://looka.com/",
      "categories": [
        "logo",
        "brand-kit",
        "multi-stage"
      ],
      "shortDescription": "a logo and brand-kit product with free design previews and paid downloads described in its official documentation.",
      "companyName": "Looka Inc.",
      "pricingModel": "mixed",
      "testedAt": "2026-07-18",
      "lastCheckedAt": "2026-07-18",
      "locale": "en-US",
      "planState": "public pages only; anonymous product access challenged; no account or purchase",
      "benchmarkStatus": "partial",
      "strengths": [],
      "limitations": [
        {
          "text": "the product flow was not accessed from the research environment.",
          "evidenceIds": [
            "looka-partial-manifest-20260718"
          ]
        },
        {
          "text": "paid exports and brand-kit delivery are source-backed but not independently verified.",
          "evidenceIds": [
            "looka-partial-manifest-20260718"
          ]
        }
      ],
      "bestFor": [],
      "notBestFor": [],
      "evidenceIds": [
        "looka-partial-manifest-20260718",
        "looka-partial-note-20260718"
      ],
      "sources": [
        {
          "label": "pricing",
          "url": "https://looka.com/pricing/",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "free-use help",
          "url": "https://help.looka.com/en/articles/1370653-is-this-logo-free",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "logo package help",
          "url": "https://help.looka.com/en/articles/485739-what-s-included-in-each-of-the-logo-only-packages",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "brand-kit help",
          "url": "https://help.looka.com/en/articles/4636515-what-is-the-brand-kit",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "terms",
          "url": "https://looka.com/terms/",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        }
      ]
    },
    {
      "id": "brandmark",
      "name": "Brandmark",
      "canonicalUrl": "https://brandmark.io/",
      "categories": [
        "logo",
        "brand-kit",
        "multi-stage"
      ],
      "shortDescription": "an anonymous logo generator with paid logo and design packages described on its official site.",
      "pricingModel": "one-time",
      "testedAt": "2026-07-18",
      "lastCheckedAt": "2026-07-18",
      "locale": "en-US",
      "planState": "anonymous free input flow; no account or purchase; generated designs not retained",
      "benchmarkStatus": "partial",
      "strengths": [
        {
          "text": "one anonymous brief reached the create-logos action without an account.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718"
          ]
        }
      ],
      "limitations": [
        {
          "text": "generated designs were not retained or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718"
          ]
        },
        {
          "text": "paid files and features are source-backed but not independently verified.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718"
          ]
        }
      ],
      "bestFor": [],
      "notBestFor": [],
      "evidenceIds": [
        "brandmark-partial-manifest-20260718",
        "brandmark-partial-note-20260718"
      ],
      "sources": [
        {
          "label": "homepage",
          "url": "https://brandmark.io/",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "pricing",
          "url": "https://brandmark.io/pricing/",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "anonymous generator",
          "url": "https://chat.brandmark.io/generate",
          "sourceType": "first-party-test",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "terms",
          "url": "https://brandmark.io/terms.html",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        }
      ]
    },
    {
      "id": "namelix",
      "name": "Namelix",
      "canonicalUrl": "https://namelix.com/",
      "categories": [
        "naming",
        "logo",
        "multi-stage"
      ],
      "shortDescription": "an anonymous generator that turns keywords and a short description into name cards with generated visual treatments.",
      "pricingModel": "freemium",
      "testedAt": "2026-07-18",
      "lastCheckedAt": "2026-07-18",
      "locale": "en-US",
      "planState": "anonymous public free interaction",
      "benchmarkStatus": "partial",
      "strengths": [
        {
          "text": "all six briefs returned a first visible set of 20 name cards without an account.",
          "evidenceIds": [
            "namelix-public-manifest-20260718"
          ]
        }
      ],
      "limitations": [
        {
          "text": "saving, preference learning, AI feedback and a second generation were not tested.",
          "evidenceIds": [
            "namelix-public-manifest-20260718"
          ]
        },
        {
          "text": "no numeric score is published without a human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718"
          ]
        }
      ],
      "bestFor": [],
      "notBestFor": [],
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-skincare-gen-z-first-results-20260718",
        "ev-namelix-ai-finance-b2b-first-results-20260718",
        "ev-namelix-boutique-hospitality-first-results-20260718",
        "ev-namelix-streetwear-label-first-results-20260718",
        "ev-namelix-wellness-consumer-first-results-20260718",
        "ev-namelix-b2b-saas-operations-first-results-20260718"
      ],
      "sources": [
        {
          "label": "official product page",
          "url": "https://namelix.com/",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "public generator",
          "url": "https://namelix.com/app/",
          "sourceType": "first-party-test",
          "checkedAt": "2026-07-18"
        }
      ]
    },
    {
      "id": "atom-business-name-generator",
      "name": "Atom Business Name Generator",
      "canonicalUrl": "https://www.atom.com/business-name-generator",
      "categories": [
        "naming"
      ],
      "shortDescription": "a business-name generator connected to Atom's naming and domain marketplace.",
      "companyName": "Atom",
      "pricingModel": "marketplace",
      "testedAt": "2026-07-18",
      "lastCheckedAt": "2026-07-18",
      "locale": "en-US",
      "planState": "public landing and setup flow; no account created",
      "benchmarkStatus": "partial",
      "strengths": [
        {
          "text": "the public setup accepts a short business description, optional included words and style choices.",
          "evidenceIds": [
            "atom-public-manifest-20260718"
          ]
        }
      ],
      "limitations": [
        {
          "text": "the anonymous flow redirected to account creation before generated names appeared.",
          "evidenceIds": [
            "atom-public-manifest-20260718"
          ]
        },
        {
          "text": "domain, trademark-conflict and marketplace claims were not observed on generated results.",
          "evidenceIds": [
            "atom-public-manifest-20260718"
          ]
        }
      ],
      "bestFor": [],
      "notBestFor": [],
      "evidenceIds": [
        "atom-public-manifest-20260718"
      ],
      "sources": [
        {
          "label": "business name generator",
          "url": "https://www.atom.com/business-name-generator",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "AI naming page",
          "url": "https://www.atom.com/ai-naming",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "terms",
          "url": "https://www.atom.com/legal/terms",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        }
      ]
    },
    {
      "id": "shopify-business-name-generator",
      "name": "Shopify Business Name Generator",
      "canonicalUrl": "https://www.shopify.com/tools/business-name-generator",
      "categories": [
        "naming"
      ],
      "shortDescription": "a business-name generator described within Shopify's public free-business-tools collection.",
      "companyName": "Shopify",
      "pricingModel": "free",
      "lastCheckedAt": "2026-07-18",
      "locale": "en-US",
      "planState": "public official pages only; generator not run under the automated-access boundary",
      "benchmarkStatus": "not-yet-benchmarked",
      "strengths": [],
      "limitations": [
        {
          "text": "the generator was not run, so no output, domain, control or onboarding dimension was observed.",
          "evidenceIds": [
            "shopify-public-manifest-20260718"
          ]
        },
        {
          "text": "feature descriptions remain official claims only.",
          "evidenceIds": [
            "shopify-public-manifest-20260718"
          ]
        }
      ],
      "bestFor": [],
      "notBestFor": [],
      "evidenceIds": [
        "shopify-public-manifest-20260718"
      ],
      "sources": [
        {
          "label": "business name generator",
          "url": "https://www.shopify.com/tools/business-name-generator",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "Shopify terms",
          "url": "https://www.shopify.com/legal/terms",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        },
        {
          "label": "free business tools",
          "url": "https://www.shopify.com/tools",
          "sourceType": "official",
          "checkedAt": "2026-07-18"
        }
      ]
    }
  ],
  "evidence": [
    {
      "id": "abs-mapping-manifest-20260718",
      "toolId": "ai-brand-scaler",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/ai-brand-scaler-mapping.md",
      "capturedAt": "2026-07-18",
      "caption": "the exact six-brief mapping into the live name and logo taxonomies, with the no-spend generation boundary.",
      "alt": "text manifest of AI Brand Scaler benchmark input mappings and unscored evidence gaps.",
      "sha256": "b3336e246d0438c321fbf324c8100966724c668b3e55b494a2cbd7968adec8e1",
      "publish": true,
      "publicationBasis": "owned product mapping and repository inspection by the research team.",
      "accessState": "anonymous-free",
      "basis": "deterministic-check",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "no model-backed generation action was started.",
        "the mapping is evidence of input coverage, not output quality."
      ]
    },
    {
      "id": "abs-name-product-contract-20260718",
      "toolId": "ai-brand-scaler",
      "briefId": "all-briefs",
      "scope": {
        "kind": "tool-interface",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/ai-brand-scaler-name-product-contract-v0.1.json",
      "capturedAt": "2026-07-18",
      "caption": "the current /name selection, response, iteration, filtering, availability and /kit handoff contract, tied to exact source-file digests and deterministic tests.",
      "alt": "JSON manifest of the AI Brand Scaler name picker product contract and its evidence limits.",
      "sha256": "a0ab97059b3e813781fa1d62ad518ba7a3a00bebe6dd9ba6965b13ecdb165ce7",
      "publish": true,
      "publicationBasis": "owned product implementation and deterministic tests inspected without starting model-backed generation.",
      "accessState": "anonymous-free",
      "basis": "deterministic-check",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "high",
      "limitations": [
        "this is product-contract evidence, not naming-output or production-provider evidence.",
        "handle and domain strings are suggestions, not live availability or legal checks.",
        "no complete data-storage boundary is asserted because the current privacy policy does not enumerate every picker-specific browser-state and model-processing detail."
      ]
    },
    {
      "id": "abs-name-taxonomy-ui-20260718",
      "toolId": "ai-brand-scaler",
      "briefId": "all-briefs",
      "scope": {
        "kind": "tool-interface",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/ai-brand-scaler/name-public-taxonomy-2026-07-18.png",
      "capturedAt": "2026-07-18",
      "caption": "the anonymous AI Brand Scaler name picker before selection or generation.",
      "alt": "AI Brand Scaler name picker with public taste tags and a disabled give me names button.",
      "sha256": "8f0e3bb5b2a4fab65bb67e6a97e84716dd8eca91bd3f93acbe460c8fe5d2ce85",
      "publish": true,
      "publicationBasis": "owned public interface containing no generated output or personal data.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "high",
      "limitations": [
        "interface state only."
      ]
    },
    {
      "id": "abs-kit-taxonomy-ui-20260718",
      "toolId": "ai-brand-scaler",
      "briefId": "all-briefs",
      "scope": {
        "kind": "tool-interface",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/ai-brand-scaler/kit-public-taxonomy-2026-07-18.png",
      "capturedAt": "2026-07-18",
      "caption": "the anonymous AI Brand Scaler logo maker before selection or generation.",
      "alt": "AI Brand Scaler logo maker with eight public taste clusters and no generated logo.",
      "sha256": "661a34542be127c19a05879758487142a688eac4c4f03622ffeecd7b477a701e",
      "publish": true,
      "publicationBasis": "owned public interface containing no generated output or personal data.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "high",
      "limitations": [
        "interface state only."
      ]
    },
    {
      "id": "looka-partial-manifest-20260718",
      "toolId": "looka",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/looka-partial-v0.1.json",
      "capturedAt": "2026-07-18",
      "caption": "official Looka sources, access result, score exclusions and six open evidence slots.",
      "alt": "JSON manifest of Looka public-source evidence and dimensions not independently verified.",
      "sha256": "b2ba13304787c5146a8d432e79a422e4ae34a0ac13cb28193fa96a9347ad409d",
      "publish": true,
      "publicationBasis": "research-team notes from official public sources and an access check, with no unpaid design reproduced.",
      "accessState": "public-page",
      "basis": "deterministic-check",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "low",
      "limitations": [
        "the product flow was blocked by a Cloudflare challenge.",
        "no generated design, paid feature or export was inspected."
      ]
    },
    {
      "id": "looka-partial-note-20260718",
      "toolId": "looka",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/looka-partial-notes.md",
      "capturedAt": "2026-07-18",
      "caption": "a human-readable note describing the Looka publication and access boundary.",
      "alt": "text note explaining why Looka has no screenshot, export or numeric score in benchmark v0.1.",
      "sha256": "dbdc5e8b3d8e35ad08ea832bee8e694257c861b5714d668fe5f4abe9d9d8b1af",
      "publish": true,
      "publicationBasis": "research-team summary of the linked official sources and observed access boundary.",
      "accessState": "public-page",
      "basis": "official-claim-only",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "low",
      "limitations": [
        "source-backed statements are not independent paid-feature tests."
      ]
    },
    {
      "id": "brandmark-partial-manifest-20260718",
      "toolId": "brandmark",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/brandmark-partial-v0.1.json",
      "capturedAt": "2026-07-18",
      "caption": "the bounded Brandmark anonymous interaction, official sources, exclusions and six future evidence slots.",
      "alt": "JSON manifest of Brandmark input-flow evidence and unverified output and export dimensions.",
      "sha256": "5886dd326ef63dacde185a9d966fce05f86d7d74c39396ba6ea1865d2cbff412",
      "publish": true,
      "publicationBasis": "research-team notes from an ordinary public interaction and official sources, with no generated design reproduced.",
      "accessState": "anonymous-free",
      "basis": "deterministic-check",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "low",
      "limitations": [
        "one brief input flow was attempted.",
        "generated designs were not retained, described, exported or scored."
      ]
    },
    {
      "id": "brandmark-partial-note-20260718",
      "toolId": "brandmark",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/brandmark-partial-notes.md",
      "capturedAt": "2026-07-18",
      "caption": "a human-readable note describing the Brandmark interaction and publication boundary.",
      "alt": "text note explaining why Brandmark generated designs and paid exports are absent from benchmark v0.1.",
      "sha256": "d53a2b693cd36fa020e0ec14676738a1972045da87b10321360ad8a0f72d6218",
      "publish": true,
      "publicationBasis": "research-team summary of the linked official sources and bounded anonymous interaction.",
      "accessState": "anonymous-free",
      "basis": "official-claim-only",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "low",
      "limitations": [
        "source-backed paid capabilities were not independently verified."
      ]
    },
    {
      "id": "namelix-public-manifest-20260718",
      "toolId": "namelix",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/namelix-public-v0.1.json",
      "capturedAt": "2026-07-18",
      "caption": "six anonymous Namelix inputs, first visible result sets, interface settings and review limitations.",
      "alt": "JSON manifest of six Namelix naming runs and their first visible candidate sets.",
      "sha256": "b7b0fc18bdaca418c2dfc873f1a8c49eead79eb190a33ed1650e9e5d540e3c13",
      "publish": true,
      "publicationBasis": "research-team transcription and notes from bounded anonymous public interactions.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "candidate transcription has one implementation review and no second human review.",
        "no numeric rubric score is asserted."
      ]
    },
    {
      "id": "ev-namelix-skincare-gen-z-first-results-20260718",
      "toolId": "namelix",
      "briefId": "skincare-gen-z",
      "scope": {
        "kind": "brief-run",
        "briefIds": [
          "skincare-gen-z"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/namelix/namelix-skincare-gen-z-first-results.png",
      "capturedAt": "2026-07-18",
      "caption": "the first visible Namelix result set for the consumer skincare brief, before any saving, feedback or repeated generation.",
      "alt": "a Namelix result grid showing the first visible consumer skincare name ideas.",
      "sha256": "223f9d6d1ebc7738d41a0aa9fff731fb5a26de4acc530d32f08d22b25eff6116",
      "publish": true,
      "publicationBasis": "proportionate capture of an anonymously accessible public result interface for comparative review.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "public-interface-permitted",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "the generated logo treatments visible on result cards were not evaluated.",
        "domain-badge availability was not independently rechecked."
      ]
    },
    {
      "id": "ev-namelix-ai-finance-b2b-first-results-20260718",
      "toolId": "namelix",
      "briefId": "ai-finance-b2b",
      "scope": {
        "kind": "brief-run",
        "briefIds": [
          "ai-finance-b2b"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/namelix/namelix-ai-finance-b2b-first-results.png",
      "capturedAt": "2026-07-18",
      "caption": "the first visible Namelix result set for the AI finance brief, before any saving, feedback or repeated generation.",
      "alt": "a Namelix result grid showing the first visible AI finance product name ideas.",
      "sha256": "ed4ad10707058c731e79f0d56dd0c4cc1ecc226477d266101345429d96f53d48",
      "publish": true,
      "publicationBasis": "proportionate capture of an anonymously accessible public result interface for comparative review.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "public-interface-permitted",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "the generated logo treatments visible on result cards were not evaluated.",
        "domain-badge availability was not independently rechecked."
      ]
    },
    {
      "id": "ev-namelix-boutique-hospitality-first-results-20260718",
      "toolId": "namelix",
      "briefId": "boutique-hospitality",
      "scope": {
        "kind": "brief-run",
        "briefIds": [
          "boutique-hospitality"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/namelix/namelix-boutique-hospitality-first-results.png",
      "capturedAt": "2026-07-18",
      "caption": "the first visible Namelix result set for the boutique hospitality brief, before any saving, feedback or repeated generation.",
      "alt": "a Namelix result grid showing the first visible boutique hotel and members bar name ideas.",
      "sha256": "bd10d62f34c5e6a2bf706f6a3d680f99aef017b6fa95615aabc77269c96fdc2e",
      "publish": true,
      "publicationBasis": "proportionate capture of an anonymously accessible public result interface for comparative review.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "public-interface-permitted",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "the generated logo treatments visible on result cards were not evaluated.",
        "domain-badge availability was not independently rechecked."
      ]
    },
    {
      "id": "ev-namelix-streetwear-label-first-results-20260718",
      "toolId": "namelix",
      "briefId": "streetwear-label",
      "scope": {
        "kind": "brief-run",
        "briefIds": [
          "streetwear-label"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/namelix/namelix-streetwear-label-first-results.png",
      "capturedAt": "2026-07-18",
      "caption": "the first visible Namelix result set for the streetwear brief, before any saving, feedback or repeated generation.",
      "alt": "a Namelix result grid showing the first visible streetwear label name ideas.",
      "sha256": "2fc520cf5169433b7a1e9d7c0223507dae6821d83692c0cd63452c7f85f22406",
      "publish": true,
      "publicationBasis": "proportionate capture of an anonymously accessible public result interface for comparative review.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "public-interface-permitted",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "the generated logo treatments visible on result cards were not evaluated.",
        "domain-badge availability was not independently rechecked."
      ]
    },
    {
      "id": "ev-namelix-wellness-consumer-first-results-20260718",
      "toolId": "namelix",
      "briefId": "wellness-consumer",
      "scope": {
        "kind": "brief-run",
        "briefIds": [
          "wellness-consumer"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/namelix/namelix-wellness-consumer-first-results.png",
      "capturedAt": "2026-07-18",
      "caption": "the first visible Namelix result set for the wellness consumer brief, before any saving, feedback or repeated generation.",
      "alt": "a Namelix result grid showing the first visible recovery and wellness brand name ideas.",
      "sha256": "ac9f8d6eaeaae1c8f657aba38d36ffc18402b289ee1a8a7b5fab22175930eee1",
      "publish": true,
      "publicationBasis": "proportionate capture of an anonymously accessible public result interface for comparative review.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "public-interface-permitted",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "the generated logo treatments visible on result cards were not evaluated.",
        "domain-badge availability was not independently rechecked."
      ]
    },
    {
      "id": "ev-namelix-b2b-saas-operations-first-results-20260718",
      "toolId": "namelix",
      "briefId": "b2b-saas-operations",
      "scope": {
        "kind": "brief-run",
        "briefIds": [
          "b2b-saas-operations"
        ]
      },
      "kind": "screenshot",
      "publicPath": "/research/benchmark-v0.1/screenshots/namelix/namelix-b2b-saas-operations-first-results.png",
      "capturedAt": "2026-07-18",
      "caption": "the first visible Namelix result set for the B2B SaaS operations brief, before any saving, feedback or repeated generation.",
      "alt": "a Namelix result grid showing the first visible multi-site operations software name ideas.",
      "sha256": "56a9c7eaec62dab617424773a17a2a6cd26ab0fb028b46b3b79f54e5b370b57a",
      "publish": true,
      "publicationBasis": "proportionate capture of an anonymously accessible public result interface for comparative review.",
      "accessState": "anonymous-free",
      "basis": "independently-observed",
      "rightsState": "public-interface-permitted",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "the generated logo treatments visible on result cards were not evaluated.",
        "domain-badge availability was not independently rechecked."
      ]
    },
    {
      "id": "atom-public-manifest-20260718",
      "toolId": "atom-business-name-generator",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/atom-business-name-generator-public-v0.1.json",
      "capturedAt": "2026-07-18",
      "caption": "the Atom public setup controls, anonymous account gate, one blocked run and five deferred brief slots.",
      "alt": "JSON manifest of Atom naming setup evidence and the account gate before generated results.",
      "sha256": "f80789915edb35d1f97cdda712292ca13ead5ed61b5f07cb815993b0df8b35bb",
      "publish": true,
      "publicationBasis": "research-team notes from a bounded public interaction and official sources, with no captured service content published.",
      "accessState": "anonymous-free",
      "basis": "deterministic-check",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "medium",
      "limitations": [
        "generated names were unavailable without account creation.",
        "official validation claims were not observed on results."
      ]
    },
    {
      "id": "shopify-public-manifest-20260718",
      "toolId": "shopify-business-name-generator",
      "briefId": "all-briefs",
      "scope": {
        "kind": "shared-method",
        "briefIds": [
          "skincare-gen-z",
          "ai-finance-b2b",
          "boutique-hospitality",
          "streetwear-label",
          "wellness-consumer",
          "b2b-saas-operations"
        ]
      },
      "kind": "manual-note",
      "publicPath": "/research/benchmark-v0.1/manifests/shopify-business-name-generator-public-v0.1.json",
      "capturedAt": "2026-07-18",
      "caption": "official Shopify generator sources, access-policy boundary and six deferred brief slots.",
      "alt": "JSON manifest of Shopify business name generator source evidence, access policy and dimensions not tested.",
      "sha256": "c03437ff1b48462eb31b508d1af5b8273b6821abcc26cdfa4f417a16847e944e",
      "publish": true,
      "publicationBasis": "research-team source ledger and operational note based on official public pages.",
      "accessState": "public-page",
      "basis": "deterministic-check",
      "rightsState": "owned",
      "scoreDimensionIds": [],
      "confidence": "low",
      "limitations": [
        "the generator was not run in this agent session.",
        "the tool is not yet benchmarked and feature statements are official claims only."
      ]
    }
  ],
  "claims": [
    {
      "id": "abs-claim-name-no-account-email-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "the current /name browser and worker path requires neither an account nor an email; its generation request contains selected signals and a lens only.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "this does not describe optional forms elsewhere on the site."
      ]
    },
    {
      "id": "abs-claim-name-selection-limits-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "the name endpoint accepts 5 to 12 unique taste signals, and every signal must resolve to the current allowlist.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "this contract check does not establish output quality."
      ]
    },
    {
      "id": "abs-claim-name-diversity-rules-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "a valid taste board spans at least 3 sections, uses no more than 3 signals per section, and includes both a personal-context section and a cultural-reference section.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "personal context means rituals, posture or camera; cultural reference means brands, aesthetics, influencers or places."
      ]
    },
    {
      "id": "abs-claim-name-three-direction-round-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "the worker treats 3 clean options as a full round and caps validator output at 3; after all full attempts fail, it may serve a retained 2-option partial response.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "3 directions describes the full-round contract, not an unconditional result count."
      ]
    },
    {
      "id": "abs-claim-name-iteration-cap-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "generate 3 more alternates core and negative-space lenses, rejects names already visible in the browser, and stops adding cards at 15.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "duplicate rejection or a partial worker response can add fewer than 3 new cards."
      ]
    },
    {
      "id": "abs-claim-name-deterministic-filtering-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "after model output, deterministic code checks form and length, surface hygiene, explanation length, local knockout collisions, selected-signal leakage, say-it plausibility and shared words, and drops an invalid optional born-for field.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "these local checks do not prove originality, ownership, availability, cultural fit or legal safety."
      ]
    },
    {
      "id": "abs-claim-name-availability-boundary-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "limitation",
      "statement": "displayed handle and domain strings are built by deterministic naming conventions; the tool does not query a live social platform, domain registry or trademark database.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "the Cloudflare domain link is a separate search handoff, not an availability result or legal clearance."
      ]
    },
    {
      "id": "abs-claim-name-kit-handoff-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "each rendered name card builds a /kit link with the name plus an optional born-for note and the selected taste labels.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-product-contract-20260718"
      ],
      "limitations": [
        "this establishes query-state handoff only, not the quality or rights status of later logo output."
      ]
    },
    {
      "id": "abs-claim-public-taxonomies-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "the name and logo tools expose structured taste taxonomies before generation.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-taxonomy-ui-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "limitations": [
        "this observation does not establish output quality."
      ]
    },
    {
      "id": "abs-claim-no-account-entry-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "observed-fact",
      "statement": "both public tool interfaces can be reached without an account.",
      "sourceUrl": "https://ai-brand-scaler.com/kit",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-name-taxonomy-ui-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "limitations": [
        "generation was not started under the no-spend rule."
      ]
    },
    {
      "id": "abs-claim-name-context-limit-20260718",
      "toolId": "ai-brand-scaler",
      "kind": "limitation",
      "statement": "the current name endpoint adds fixed fashion, direct-to-consumer and US 18 to 28 context outside the selected taste tags.",
      "sourceUrl": "https://ai-brand-scaler.com/name",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "abs-mapping-manifest-20260718"
      ],
      "limitations": [
        "this is a production implementation observation, not a user-visible input control."
      ]
    },
    {
      "id": "looka-claim-free-preview-boundary-20260718",
      "toolId": "looka",
      "kind": "official-claim",
      "statement": "Looka says users can design, edit, preview and save a logo before payment, while download and use require purchase.",
      "sourceUrl": "https://help.looka.com/en/articles/1370653-is-this-logo-free",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "confidence": "low",
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "the product flow was not independently accessed from the research environment."
      ]
    },
    {
      "id": "looka-claim-export-formats-20260718",
      "toolId": "looka",
      "kind": "official-claim",
      "statement": "Looka documentation lists PNG, PDF, EPS and SVG files in its premium logo package.",
      "sourceUrl": "https://help.looka.com/en/articles/485739-what-s-included-in-each-of-the-logo-only-packages",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "requiredDisplayState": "not-independently-verified",
      "confidence": "low",
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "no paid export file was purchased or inspected."
      ]
    },
    {
      "id": "looka-claim-access-limit-20260718",
      "toolId": "looka",
      "kind": "limitation",
      "statement": "the research environment received a Cloudflare challenge and did not continue into the product flow.",
      "sourceUrl": "https://looka.com/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "the access result may differ by session, network or location."
      ]
    },
    {
      "id": "brandmark-claim-anonymous-input-flow-20260718",
      "toolId": "brandmark",
      "kind": "observed-fact",
      "statement": "one anonymous skincare brief reached Brandmark's create-logos action without an account.",
      "sourceUrl": "https://chat.brandmark.io/generate",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "medium",
      "evidenceIds": [
        "brandmark-partial-manifest-20260718"
      ],
      "limitations": [
        "generated designs were not retained, described or scored."
      ]
    },
    {
      "id": "brandmark-claim-export-formats-20260718",
      "toolId": "brandmark",
      "kind": "official-claim",
      "statement": "Brandmark says paid packages can include SVG, PNG and PDF exports.",
      "sourceUrl": "https://brandmark.io/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "requiredDisplayState": "not-independently-verified",
      "confidence": "low",
      "evidenceIds": [
        "brandmark-partial-manifest-20260718"
      ],
      "limitations": [
        "no paid export file was purchased or inspected."
      ]
    },
    {
      "id": "brandmark-claim-output-limit-20260718",
      "toolId": "brandmark",
      "kind": "limitation",
      "statement": "generated Brandmark designs were not copied, exported, described, scored or published.",
      "sourceUrl": "https://brandmark.io/terms.html",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "brandmark-partial-manifest-20260718"
      ],
      "limitations": [
        "output quality remains unknown."
      ]
    },
    {
      "id": "namelix-claim-six-first-sets-20260718",
      "toolId": "namelix",
      "kind": "observed-fact",
      "statement": "all six canonical briefs returned a first visible set of 20 name cards without an account.",
      "sourceUrl": "https://namelix.com/app/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-skincare-gen-z-first-results-20260718",
        "ev-namelix-ai-finance-b2b-first-results-20260718",
        "ev-namelix-boutique-hospitality-first-results-20260718",
        "ev-namelix-streetwear-label-first-results-20260718",
        "ev-namelix-wellness-consumer-first-results-20260718",
        "ev-namelix-b2b-saas-operations-first-results-20260718"
      ],
      "limitations": [
        "the result sets have not completed a separate human rubric review.",
        "cards below the first visible set were not counted."
      ]
    },
    {
      "id": "namelix-claim-untested-controls-20260718",
      "toolId": "namelix",
      "kind": "limitation",
      "statement": "saving, preference learning, AI feedback, a second generation and result-level availability checks were not tested.",
      "sourceUrl": "https://namelix.com/app/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "namelix-public-manifest-20260718"
      ],
      "limitations": [
        "visible .com badges were not independently rechecked and are not treated as legal or permanent availability evidence."
      ]
    },
    {
      "id": "namelix-claim-logo-evaluation-boundary-20260718",
      "toolId": "namelix",
      "kind": "limitation",
      "statement": "no Namelix visual treatment was evaluated as a logo output, and no export was tested.",
      "sourceUrl": "https://namelix.com/app/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "namelix-public-manifest-20260718"
      ],
      "limitations": [
        "the retained first-set screenshots establish naming output only."
      ]
    },
    {
      "id": "namelix-claim-editorial-read-skincare-after-dark-20260718",
      "toolId": "namelix",
      "kind": "editorial-judgment",
      "statement": "in the retained skincare set, MidnightBath, Noctilla and Silque can be read as a scene-led compound, nocturnal coinage and tactile coinage carrying one quiet cosmetic register through 3 naming strategies.",
      "sourceUrl": "https://ai-brand-scaler.com/research/benchmark-v0.1/screenshots/namelix/namelix-skincare-gen-z-first-results.png",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "medium",
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-skincare-gen-z-first-results-20260718"
      ],
      "limitations": [
        "this is a disclosed editorial reading of one first-visible set, not a rubric score, winner declaration, endorsement or availability finding."
      ]
    },
    {
      "id": "namelix-claim-editorial-read-coastal-hospitality-20260718",
      "toolId": "namelix",
      "kind": "editorial-judgment",
      "statement": "in the retained hospitality set, LatitudeEast, LiquidRoom and EastRocket can be read as a geographic axis, interior cue and directional compound carrying parts of the brief's international, cinematic tension.",
      "sourceUrl": "https://ai-brand-scaler.com/research/benchmark-v0.1/screenshots/namelix/namelix-boutique-hospitality-first-results.png",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "medium",
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-boutique-hospitality-first-results-20260718"
      ],
      "limitations": [
        "this is a disclosed editorial reading of one first-visible set, not a rubric score, winner declaration, endorsement or availability finding."
      ]
    },
    {
      "id": "namelix-claim-editorial-read-football-nightlife-20260718",
      "toolId": "namelix",
      "kind": "editorial-judgment",
      "statement": "in the retained streetwear set, MercBlock, FCIntercept and Off Court Wear can be read as an industrial compound, football marker and boundary phrase offering 3 routes into the same territory.",
      "sourceUrl": "https://ai-brand-scaler.com/research/benchmark-v0.1/screenshots/namelix/namelix-streetwear-label-first-results.png",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "medium",
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-streetwear-label-first-results-20260718"
      ],
      "limitations": [
        "this is a disclosed editorial reading of one first-visible set, not a rubric score, winner declaration, endorsement or availability finding."
      ]
    },
    {
      "id": "atom-claim-public-input-controls-20260718",
      "toolId": "atom-business-name-generator",
      "kind": "observed-fact",
      "statement": "the public setup accepted a short business description, optional included words and up to three style choices.",
      "sourceUrl": "https://www.atom.com/business-name-generator",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "medium",
      "evidenceIds": [
        "atom-public-manifest-20260718"
      ],
      "limitations": [
        "generated names were not available without account creation."
      ]
    },
    {
      "id": "atom-claim-account-gate-20260718",
      "toolId": "atom-business-name-generator",
      "kind": "limitation",
      "statement": "the skincare brief reached the setup screen, but generate names redirected to account creation before output.",
      "sourceUrl": "https://www.atom.com/business-name-generator",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "atom-public-manifest-20260718"
      ],
      "limitations": [
        "the remaining five brief slots were not repeated after the same gate was established."
      ]
    },
    {
      "id": "atom-claim-validation-features-20260718",
      "toolId": "atom-business-name-generator",
      "kind": "official-claim",
      "statement": "Atom describes .com availability, trademark-conflict and premium marketplace checks in its naming flow.",
      "sourceUrl": "https://www.atom.com/ai-naming",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "confidence": "low",
      "evidenceIds": [
        "atom-public-manifest-20260718"
      ],
      "limitations": [
        "none of these checks was observed on a generated result."
      ]
    },
    {
      "id": "shopify-claim-public-generator-description-20260718",
      "toolId": "shopify-business-name-generator",
      "kind": "official-claim",
      "statement": "Shopify describes a free AI business-name generator with a 120-character description field, no required sign-up and a domain-availability handoff.",
      "sourceUrl": "https://www.shopify.com/tools/business-name-generator",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "confidence": "low",
      "evidenceIds": [
        "shopify-public-manifest-20260718"
      ],
      "limitations": [
        "the generator was not run, so outputs and handoff behavior were not observed."
      ]
    },
    {
      "id": "shopify-claim-automated-access-boundary-20260718",
      "toolId": "shopify-business-name-generator",
      "kind": "limitation",
      "statement": "Shopify's general terms prohibit access or monitoring through automated means, so no agent-run interaction or result capture was attempted.",
      "sourceUrl": "https://www.shopify.com/legal/terms",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "shopify-public-manifest-20260718"
      ],
      "limitations": [
        "feature descriptions remain official claims rather than first-hand benchmark results."
      ]
    },
    {
      "id": "shopify-claim-legal-clearance-boundary-20260718",
      "toolId": "shopify-business-name-generator",
      "kind": "limitation",
      "statement": "the benchmark provides no legal clearance for a generated Shopify business name or domain handoff.",
      "sourceUrl": "https://www.shopify.com/tools/business-name-generator",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "confidence": "high",
      "evidenceIds": [
        "shopify-public-manifest-20260718"
      ],
      "limitations": [
        "fresh business-name, domain and trademark checks remain separate work."
      ]
    }
  ],
  "pricing": [
    {
      "id": "abs-price-public-tools-20260718",
      "toolId": "ai-brand-scaler",
      "label": "public name and logo tools",
      "amount": 0,
      "currency": null,
      "currencyState": "not-applicable",
      "cadence": "free",
      "sourceUrl": "https://ai-brand-scaler.com/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "evidenceIds": [
        "abs-name-taxonomy-ui-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "limitations": [
        "the paid brand kit is not shipped."
      ]
    },
    {
      "id": "looka-price-basic-logo-20260718",
      "toolId": "looka",
      "label": "basic logo package",
      "amount": 20,
      "currency": "USD",
      "currencyState": "stated",
      "cadence": "one-time",
      "sourceUrl": "https://help.looka.com/en/articles/485739-what-s-included-in-each-of-the-logo-only-packages",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "one PNG is described by the official help page; no paid file was independently received."
      ]
    },
    {
      "id": "looka-price-premium-logo-20260718",
      "toolId": "looka",
      "label": "premium logo package",
      "amount": 65,
      "currency": "USD",
      "currencyState": "stated",
      "cadence": "one-time",
      "sourceUrl": "https://help.looka.com/en/articles/485739-what-s-included-in-each-of-the-logo-only-packages",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "listed formats were not independently exported or inspected."
      ]
    },
    {
      "id": "looka-price-brand-kit-20260718",
      "toolId": "looka",
      "label": "brand kit subscription",
      "amount": 96,
      "currency": "USD",
      "currencyState": "stated",
      "cadence": "yearly",
      "sourceUrl": "https://help.looka.com/en/articles/4636515-what-is-the-brand-kit",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "brand-kit delivery was not independently tested."
      ]
    },
    {
      "id": "looka-price-brand-kit-web-20260718",
      "toolId": "looka",
      "label": "brand kit web subscription",
      "amount": 129,
      "currency": "USD",
      "currencyState": "stated",
      "cadence": "yearly",
      "sourceUrl": "https://help.looka.com/en/articles/4636515-what-is-the-brand-kit",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "looka-partial-manifest-20260718"
      ],
      "limitations": [
        "brand-kit web delivery was not independently tested."
      ]
    },
    {
      "id": "brandmark-price-basic-20260718",
      "toolId": "brandmark",
      "label": "basic package",
      "amount": 35,
      "currency": null,
      "currencyState": "unstated",
      "cadence": "one-time",
      "sourceUrl": "https://brandmark.io/pricing/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "brandmark-partial-manifest-20260718"
      ],
      "limitations": [
        "the observed page used a dollar sign but did not label the currency.",
        "no paid file was independently received."
      ]
    },
    {
      "id": "brandmark-price-designer-20260718",
      "toolId": "brandmark",
      "label": "designer package",
      "amount": 95,
      "currency": null,
      "currencyState": "unstated",
      "cadence": "one-time",
      "sourceUrl": "https://brandmark.io/pricing/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "brandmark-partial-manifest-20260718"
      ],
      "limitations": [
        "the observed page used a dollar sign but did not label the currency.",
        "no paid feature was independently tested."
      ]
    },
    {
      "id": "brandmark-price-enterprise-20260718",
      "toolId": "brandmark",
      "label": "enterprise package",
      "amount": 195,
      "currency": null,
      "currencyState": "unstated",
      "cadence": "one-time",
      "sourceUrl": "https://brandmark.io/pricing/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "brandmark-partial-manifest-20260718"
      ],
      "limitations": [
        "the observed page used a dollar sign but did not label the currency.",
        "no paid service was independently tested."
      ]
    },
    {
      "id": "namelix-price-anonymous-generation-20260718",
      "toolId": "namelix",
      "label": "anonymous first result generation",
      "amount": 0,
      "currency": null,
      "currencyState": "not-applicable",
      "cadence": "free",
      "sourceUrl": "https://namelix.com/app/",
      "checkedAt": "2026-07-18",
      "independentlyVerified": true,
      "evidenceIds": [
        "namelix-public-manifest-20260718"
      ],
      "limitations": [
        "saving and downstream paid services were not tested."
      ]
    },
    {
      "id": "atom-price-first-naming-run-20260718",
      "toolId": "atom-business-name-generator",
      "label": "first naming run",
      "amount": 0,
      "currency": null,
      "currencyState": "not-applicable",
      "cadence": "free",
      "sourceUrl": "https://www.atom.com/ai-naming",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "atom-public-manifest-20260718"
      ],
      "limitations": [
        "the free-run claim was visible, but account creation was required before results."
      ]
    },
    {
      "id": "shopify-price-business-name-generator-20260718",
      "toolId": "shopify-business-name-generator",
      "label": "business name generator",
      "amount": 0,
      "currency": null,
      "currencyState": "not-applicable",
      "cadence": "free",
      "sourceUrl": "https://www.shopify.com/tools/business-name-generator",
      "checkedAt": "2026-07-18",
      "independentlyVerified": false,
      "evidenceIds": [
        "shopify-public-manifest-20260718"
      ],
      "limitations": [
        "the free-tool description was sourced from the official page; the generator was not run."
      ]
    }
  ],
  "runs": [
    {
      "id": "ai-brand-scaler-naming-skincare-gen-z-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "naming",
      "briefId": "skincare-gen-z",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-name-skincare-gen-z-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "/name taxonomy 0.4",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "tasteSignals, audience and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "allowlisted taste tags",
            "mappedValues": [
              "rhode",
              "aesop",
              "miu miu",
              "clean utility",
              "quietly expensive",
              "hotel lobby at midnight",
              "bathroom mirror flash",
              "new york",
              "los angeles",
              "miami"
            ],
            "state": "translated",
            "note": "exact labels and nearest-live translations are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription",
          "written constraints",
          "required output count"
        ],
        "notes": [
          "the production prompt adds a fixed fashion, direct-to-consumer and US 18 to 28 context."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "taste-alignment",
          "maxScore": 25,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "distinctiveness",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "brief-adherence",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "control-and-iteration",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "validation-support",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric naming score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-name-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
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        "coveragePercent": 0,
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        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-logo-skincare-gen-z-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "logo",
      "briefId": "skincare-gen-z",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-kit-skincare-gen-z-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "morrow",
            "destinationField": "brand name",
            "mappedValues": [
              "morrow"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.fashion_masthead",
              "lw.museum_signage",
              "wb.expensive_quiet",
              "ms.just_the_name",
              "sf.frosted_glass",
              "la.camera_flash_white",
              "ia.editorial_layout",
              "ad.tote_bag",
              "ar.not_wellness_beige"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "visual-distinctiveness",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "wordmark-integrity",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "small-size-legibility",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "editing-and-iteration",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "vector-and-export-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "brand-continuity",
          "maxScore": 10,
          "reason": "not-applicable",
          "explanation": "the canonical name is synthetic test text, not a selected naming-benchmark output.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric logo score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
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        "coveragePercent": 0,
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        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-brand-kit-skincare-gen-z-anonymous-no-spend-v0.1",
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      "toolId": "ai-brand-scaler",
      "category": "brand-kit",
      "briefId": "skincare-gen-z",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
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      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-kit-skincare-gen-z-mapping-v0.1",
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        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "morrow",
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              "morrow"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
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              "lw.museum_signage",
              "wb.expensive_quiet",
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              "sf.frosted_glass",
              "la.camera_flash_white",
              "ia.editorial_layout",
              "ad.tote_bag",
              "ar.not_wellness_beige"
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            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "cross-asset-coherence",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "asset-breadth",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "typography-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "palette-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "voice-and-messaging",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "editing-and-customization",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "exportability-and-ownership",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "platform-portability",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        }
      ],
      "publicNotes": [
        "the paid brand kit is not shipped. the current output is a portable prompt tied to a logo direction."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
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        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-naming-ai-finance-b2b-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "naming",
      "briefId": "ai-finance-b2b",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-name-ai-finance-b2b-mapping-v0.1",
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        "toolSurface": "/name taxonomy 0.4",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "tasteSignals, audience and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "allowlisted taste tags",
            "mappedValues": [
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              "modern prep",
              "substack",
              "succession",
              "private not secret",
              "underproduced confidence",
              "london",
              "museum wall label"
            ],
            "state": "translated",
            "note": "exact labels and nearest-live translations are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription",
          "written constraints",
          "required output count"
        ],
        "notes": [
          "the production prompt adds a fixed fashion, direct-to-consumer and US 18 to 28 context."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "taste-alignment",
          "maxScore": 25,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "distinctiveness",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "brief-adherence",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "control-and-iteration",
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          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "validation-support",
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          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
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          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "value",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
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          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric naming score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
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      ],
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        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-logo-ai-finance-b2b-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "logo",
      "briefId": "ai-finance-b2b",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
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        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "north ledger",
            "destinationField": "brand name",
            "mappedValues": [
              "north ledger"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.london_underground",
              "lw.airport_departures",
              "wb.mechanical_mono",
              "ms.app_icon_first",
              "sf.ink_on_paper",
              "la.moonlight",
              "ia.trading_terminal",
              "ad.app_icon",
              "ar.not_tech_bro"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "visual-distinctiveness",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "wordmark-integrity",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "small-size-legibility",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "editing-and-iteration",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "vector-and-export-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "brand-continuity",
          "maxScore": 10,
          "reason": "not-applicable",
          "explanation": "the canonical name is synthetic test text, not a selected naming-benchmark output.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric logo score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
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        "coveragePercent": 0,
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        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-brand-kit-ai-finance-b2b-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "brand-kit",
      "briefId": "ai-finance-b2b",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-kit-ai-finance-b2b-mapping-v0.1",
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        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "north ledger",
            "destinationField": "brand name",
            "mappedValues": [
              "north ledger"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.london_underground",
              "lw.airport_departures",
              "wb.mechanical_mono",
              "ms.app_icon_first",
              "sf.ink_on_paper",
              "la.moonlight",
              "ia.trading_terminal",
              "ad.app_icon",
              "ar.not_tech_bro"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "cross-asset-coherence",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "asset-breadth",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "typography-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "palette-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "voice-and-messaging",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "editing-and-customization",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "exportability-and-ownership",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "platform-portability",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        }
      ],
      "publicNotes": [
        "the paid brand kit is not shipped. the current output is a portable prompt tied to a logo direction."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
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        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-naming-boutique-hospitality-anonymous-no-spend-v0.1",
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      "toolId": "ai-brand-scaler",
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      "briefId": "boutique-hospitality",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
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        "id": "ai-brand-scaler-name-boutique-hospitality-mapping-v0.1",
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        "toolSurface": "/name taxonomy 0.4",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "tasteSignals, audience and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "allowlisted taste tags",
            "mappedValues": [
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              "hotelcore",
              "surf noir",
              "lost in translation",
              "hotel bar",
              "beach club before opening",
              "point-and-shoot flash",
              "low-key famous"
            ],
            "state": "translated",
            "note": "exact labels and nearest-live translations are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription",
          "written constraints",
          "required output count"
        ],
        "notes": [
          "the production prompt adds a fixed fashion, direct-to-consumer and US 18 to 28 context."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "taste-alignment",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
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            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "distinctiveness",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "brief-adherence",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "control-and-iteration",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "validation-support",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "value",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric naming score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-name-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
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        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-logo-boutique-hospitality-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "logo",
      "briefId": "boutique-hospitality",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-kit-boutique-hospitality-mapping-v0.1",
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        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "late tide",
            "destinationField": "brand name",
            "mappedValues": [
              "late tide"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.hotel_stationery",
              "lw.film_title",
              "wb.expensive_quiet",
              "ms.name_with_symbol",
              "sf.ink_on_paper",
              "la.hotel_lobby_amber",
              "ia.editorial_layout",
              "ad.matchbook",
              "ar.not_fake_luxury"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "visual-distinctiveness",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
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          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
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          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "small-size-legibility",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "editing-and-iteration",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "vector-and-export-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "brand-continuity",
          "maxScore": 10,
          "reason": "not-applicable",
          "explanation": "the canonical name is synthetic test text, not a selected naming-benchmark output.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric logo score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
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        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-brand-kit-boutique-hospitality-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "brand-kit",
      "briefId": "boutique-hospitality",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-kit-boutique-hospitality-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "late tide",
            "destinationField": "brand name",
            "mappedValues": [
              "late tide"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.hotel_stationery",
              "lw.film_title",
              "wb.expensive_quiet",
              "ms.name_with_symbol",
              "sf.ink_on_paper",
              "la.hotel_lobby_amber",
              "ia.editorial_layout",
              "ad.matchbook",
              "ar.not_fake_luxury"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "cross-asset-coherence",
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          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
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          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
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        {
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        {
          "dimensionId": "palette-quality",
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        {
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          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
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        {
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        {
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      ],
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        },
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        },
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          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
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        {
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            "destinationField": "allowlisted taste tags",
            "mappedValues": [
              "alo",
              "clean utility",
              "pilates",
              "cold plunge",
              "farmers market",
              "coffee after run club",
              "soft power",
              "aloof but warm",
              "copenhagen"
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            "note": "exact labels and nearest-live translations are itemized in the public mapping manifest."
          }
        ],
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          "required output count"
        ],
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          "the production prompt adds a fixed fashion, direct-to-consumer and US 18 to 28 context."
        ]
      },
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        {
          "dimensionId": "taste-alignment",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
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          ],
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        },
        {
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          ],
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        },
        {
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          ],
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        },
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          ],
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        },
        {
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          "evidenceIds": [
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          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
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          "evidenceIds": [
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            "abs-name-taxonomy-ui-20260718"
          ],
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        },
        {
          "dimensionId": "value",
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          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
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            "abs-name-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the existing stable mapping once model spend is explicitly authorized, then attach the first set and one iteration."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric naming score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-name-taxonomy-ui-20260718"
      ],
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      }
    },
    {
      "id": "ai-brand-scaler-logo-wellness-consumer-anonymous-no-spend-v0.1",
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      "toolId": "ai-brand-scaler",
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      "briefId": "wellness-consumer",
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      "cohortId": "anonymous-no-spend",
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      "authenticationState": "anonymous",
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      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
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      "reviewMethod": "deterministic-only",
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        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "still kind",
            "destinationField": "brand name",
            "mappedValues": [
              "still kind"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.london_underground",
              "lw.museum_signage",
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              "la.sunrise",
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            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
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          "audience as free text",
          "written constraints"
        ],
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          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
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        {
          "dimensionId": "visual-distinctiveness",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
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          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
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          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
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          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "small-size-legibility",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "editing-and-iteration",
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          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
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            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "vector-and-export-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "brand-continuity",
          "maxScore": 10,
          "reason": "not-applicable",
          "explanation": "the canonical name is synthetic test text, not a selected naming-benchmark output.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "value",
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          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric logo score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
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        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-brand-kit-wellness-consumer-anonymous-no-spend-v0.1",
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      "category": "brand-kit",
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      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
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      "spendAmount": 0,
      "spendCurrency": null,
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      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
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            "state": "exact"
          },
          {
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              "sf.frosted_glass",
              "la.sunrise",
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              "ar.not_wellness_beige"
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            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
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        ],
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          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
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        {
          "dimensionId": "cross-asset-coherence",
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          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
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          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "typography-quality",
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          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "palette-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "voice-and-messaging",
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          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "editing-and-customization",
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          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "exportability-and-ownership",
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          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
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          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "platform-portability",
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          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
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        },
        {
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          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
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      ],
      "publicNotes": [
        "the paid brand kit is not shipped. the current output is a portable prompt tied to a logo direction."
      ],
      "evidenceIds": [
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    },
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      "testLocale": "en-US",
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            "sourceField": "tasteSignals, audience and positioning",
            "sourceValue": "canonical brief fields",
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            "mappedValues": [
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              "modern prep",
              "underproduced confidence",
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              "museum wall label",
              "airport gate"
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            "state": "translated",
            "note": "exact labels and nearest-live translations are itemized in the public mapping manifest."
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        ],
        "unsupportedFields": [
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        ],
        "notes": [
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      },
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          "dimensionId": "taste-alignment",
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          "explanation": "the input mapping was verified, but no model-backed naming output was generated under the no-spend rule.",
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        {
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          ],
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        {
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        },
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      ],
      "publicNotes": [
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      "evidenceIds": [
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    },
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      "toolId": "ai-brand-scaler",
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      "testLocale": "en-US",
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      "evaluator": "AI Brand Scaler Research Team",
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        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
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            "mappedValues": [
              "dayframe"
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            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.airport_departures",
              "lw.museum_signage",
              "wb.clean_transport",
              "ms.app_icon_first",
              "sf.thermal_receipt",
              "la.icy_morning",
              "ia.hard_grid",
              "ad.shipping_label",
              "ar.not_startup_gradient"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "visual-distinctiveness",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "wordmark-integrity",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "small-size-legibility",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "editing-and-iteration",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "vector-and-export-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "brand-continuity",
          "maxScore": 10,
          "reason": "not-applicable",
          "explanation": "the canonical name is synthetic test text, not a selected naming-benchmark output.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the input mapping was verified, but no model-backed logo output was generated under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "run the stable mapping once model spend is explicitly authorized and attach permitted output and export evidence."
        }
      ],
      "publicNotes": [
        "mapping only. no numeric logo score or rank."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
      "score": {
        "state": "unscored",
        "rawScore": null,
        "observedMaxScore": 0,
        "totalMaxScore": 100,
        "coveragePercent": 0,
        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "ai-brand-scaler-brand-kit-b2b-saas-operations-anonymous-no-spend-v0.1",
      "version": "0.1",
      "toolId": "ai-brand-scaler",
      "category": "brand-kit",
      "briefId": "b2b-saas-operations",
      "executionState": "mapped-only",
      "cohortId": "anonymous-no-spend",
      "planState": "anonymous public free beta; model-backed generation not started",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-US",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "ai-brand-scaler-kit-b2b-saas-operations-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "/kit taxonomy 0.1",
        "interfaceMode": "taxonomy-picker",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "dayframe",
            "destinationField": "brand name",
            "mappedValues": [
              "dayframe"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": "canonical brief fields",
            "destinationField": "nine visual taxonomy choices",
            "mappedValues": [
              "lw.airport_departures",
              "lw.museum_signage",
              "wb.clean_transport",
              "ms.app_icon_first",
              "sf.thermal_receipt",
              "la.icy_morning",
              "ia.hard_grid",
              "ad.shipping_label",
              "ar.not_startup_gradient"
            ],
            "state": "translated",
            "note": "exact IDs and labels are itemized in the public mapping manifest."
          }
        ],
        "unsupportedFields": [
          "workingDescription as free text",
          "audience as free text",
          "written constraints"
        ],
        "notes": [
          "the output palette is fixed to platinum on ink black.",
          "the synthetic name supports text-integrity testing but not brand-continuity scoring."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "cross-asset-coherence",
          "maxScore": 20,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "asset-breadth",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "typography-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "palette-quality",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "voice-and-messaging",
          "maxScore": 15,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "editing-and-customization",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "exportability-and-ownership",
          "maxScore": 10,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "platform-portability",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "metered-first-party-generation",
          "explanation": "the downloadable brand-kit prompt depends on a generated logo direction, so no output was available under the no-spend rule.",
          "evidenceIds": [
            "abs-mapping-manifest-20260718",
            "abs-kit-taxonomy-ui-20260718"
          ],
          "resolutionPath": "generate the first logo directions when spend is explicitly authorized, then inspect the attached brand-kit prompt."
        }
      ],
      "publicNotes": [
        "the paid brand kit is not shipped. the current output is a portable prompt tied to a logo direction."
      ],
      "evidenceIds": [
        "abs-mapping-manifest-20260718",
        "abs-kit-taxonomy-ui-20260718"
      ],
      "publishStatus": "published",
      "score": {
        "state": "unscored",
        "rawScore": null,
        "observedMaxScore": 0,
        "totalMaxScore": 100,
        "coveragePercent": 0,
        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "looka-logo-skincare-gen-z-public-no-account-v0.1",
      "version": "0.1",
      "toolId": "looka",
      "category": "logo",
      "briefId": "skincare-gen-z",
      "executionState": "access-blocked",
      "cohortId": "public-no-account",
      "planState": "public official sources; anonymous product access challenged; no purchase",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": null,
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "looka-skincare-gen-z-public-access-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "looka public product and source pages",
        "interfaceMode": "public-pages-only",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "morrow",
            "destinationField": "future brand-name field",
            "mappedValues": [],
            "state": "deferred",
            "note": "the stable synthetic label reserves the future evidence slot but was not submitted in this record."
          }
        ],
        "unsupportedFields": [
          "canonical brief execution"
        ],
        "notes": [
          "no product output was obtained."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "visual-distinctiveness",
          "maxScore": 20,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "wordmark-integrity",
          "maxScore": 15,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "small-size-legibility",
          "maxScore": 10,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
          "maxScore": 15,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "editing-and-iteration",
          "maxScore": 15,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "vector-and-export-quality",
          "maxScore": 10,
          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "brand-continuity",
          "maxScore": 10,
          "reason": "not-applicable",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        }
      ],
      "publicNotes": [
        "no generated design, interface screenshot or export is published."
      ],
      "evidenceIds": [
        "looka-partial-manifest-20260718",
        "looka-partial-note-20260718"
      ],
      "publishStatus": "published",
      "score": {
        "state": "unscored",
        "rawScore": null,
        "observedMaxScore": 0,
        "totalMaxScore": 100,
        "coveragePercent": 0,
        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "looka-brand-kit-skincare-gen-z-public-no-account-v0.1",
      "version": "0.1",
      "toolId": "looka",
      "category": "brand-kit",
      "briefId": "skincare-gen-z",
      "executionState": "access-blocked",
      "cohortId": "public-no-account",
      "planState": "public official sources; anonymous product access challenged; no purchase",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": null,
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "looka-skincare-gen-z-public-access-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "looka public product and source pages",
        "interfaceMode": "public-pages-only",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "morrow",
            "destinationField": "future brand-name field",
            "mappedValues": [],
            "state": "deferred",
            "note": "the stable synthetic label reserves the future evidence slot but was not submitted in this record."
          }
        ],
        "unsupportedFields": [
          "canonical brief execution"
        ],
        "notes": [
          "no product output was obtained."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "cross-asset-coherence",
          "maxScore": 20,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "asset-breadth",
          "maxScore": 15,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "typography-quality",
          "maxScore": 10,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "palette-quality",
          "maxScore": 10,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "voice-and-messaging",
          "maxScore": 15,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "editing-and-customization",
          "maxScore": 10,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "exportability-and-ownership",
          "maxScore": 10,
          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "platform-portability",
          "maxScore": 5,
          "reason": "interaction-blocked",
          "explanation": "the product flow was not accessed after a Cloudflare challenge, and no unpaid design was inspected or copied.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "looka-partial-manifest-20260718",
            "looka-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with owner-approved access and permitted output evidence; retain every unresolved exclusion."
        }
      ],
      "publicNotes": [
        "no generated design, interface screenshot or export is published."
      ],
      "evidenceIds": [
        "looka-partial-manifest-20260718",
        "looka-partial-note-20260718"
      ],
      "publishStatus": "published",
      "score": {
        "state": "unscored",
        "rawScore": null,
        "observedMaxScore": 0,
        "totalMaxScore": 100,
        "coveragePercent": 0,
        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "brandmark-logo-skincare-gen-z-anonymous-free-v0.1",
      "version": "0.1",
      "toolId": "brandmark",
      "category": "logo",
      "briefId": "skincare-gen-z",
      "executionState": "mapped-only",
      "cohortId": "anonymous-free",
      "planState": "anonymous free input flow; no account or purchase; generated designs not retained",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-GB",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "brandmark-skincare-gen-z-anonymous-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "Brandmark anonymous generator",
        "interfaceMode": "structured-form",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "morrow",
            "destinationField": "brand name",
            "mappedValues": [
              "morrow"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": [
              "skincare",
              "utility",
              "hotel",
              "night",
              "luxury"
            ],
            "destinationField": "keywords",
            "mappedValues": [
              "skincare",
              "utility",
              "hotel",
              "night",
              "luxury"
            ],
            "state": "translated"
          },
          {
            "sourceField": "tasteSignals",
            "sourceValue": "clean utility and quietly expensive",
            "destinationField": "color style",
            "mappedValues": [
              "simple"
            ],
            "state": "nearest-live-option"
          }
        ],
        "unsupportedFields": [
          "audience",
          "written constraints"
        ],
        "notes": [
          "the create-logos action was requested.",
          "generated designs were not copied, described, exported or scored."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "visual-distinctiveness",
          "maxScore": 20,
          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "wordmark-integrity",
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          "reason": "restricted-unpaid-output",
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          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "small-size-legibility",
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          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "taste-and-brief-alignment",
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          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "editing-and-iteration",
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          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "vector-and-export-quality",
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          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "brand-continuity",
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          "reason": "not-applicable",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "value",
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          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        }
      ],
      "publicNotes": [
        "one anonymous input flow was attempted.",
        "no generated design or export is published."
      ],
      "evidenceIds": [
        "brandmark-partial-manifest-20260718",
        "brandmark-partial-note-20260718"
      ],
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        "rankingEligible": false
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    },
    {
      "id": "brandmark-brand-kit-skincare-gen-z-anonymous-free-v0.1",
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      "toolId": "brandmark",
      "category": "brand-kit",
      "briefId": "skincare-gen-z",
      "executionState": "mapped-only",
      "cohortId": "anonymous-free",
      "planState": "anonymous free input flow; no account or purchase; generated designs not retained",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-GB",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "brandmark-skincare-gen-z-anonymous-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "Brandmark anonymous generator",
        "interfaceMode": "structured-form",
        "mappedInputs": [
          {
            "sourceField": "logoInput.name",
            "sourceValue": "morrow",
            "destinationField": "brand name",
            "mappedValues": [
              "morrow"
            ],
            "state": "exact"
          },
          {
            "sourceField": "tasteSignals and positioning",
            "sourceValue": [
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              "utility",
              "hotel",
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              "luxury"
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            "destinationField": "keywords",
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              "utility",
              "hotel",
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              "luxury"
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            "state": "translated"
          },
          {
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            "sourceValue": "clean utility and quietly expensive",
            "destinationField": "color style",
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              "simple"
            ],
            "state": "nearest-live-option"
          }
        ],
        "unsupportedFields": [
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          "written constraints"
        ],
        "notes": [
          "the create-logos action was requested.",
          "generated designs were not copied, described, exported or scored."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "cross-asset-coherence",
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          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
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            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "asset-breadth",
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          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "typography-quality",
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          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "palette-quality",
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          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "voice-and-messaging",
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          "reason": "restricted-unpaid-output",
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          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "editing-and-customization",
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          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "exportability-and-ownership",
          "maxScore": 10,
          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "platform-portability",
          "maxScore": 5,
          "reason": "restricted-unpaid-output",
          "explanation": "the input flow was observed, but generated designs were not retained, described or scored.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "paid-access-required",
          "explanation": "official package information was sourced, but the paid output or delivery was not independently verified.",
          "evidenceIds": [
            "brandmark-partial-manifest-20260718",
            "brandmark-partial-note-20260718"
          ],
          "resolutionPath": "fill the existing brief slot with permitted output evidence and paid export evidence if later authorized; retain unresolved exclusions."
        }
      ],
      "publicNotes": [
        "one anonymous input flow was attempted.",
        "no generated design or export is published."
      ],
      "evidenceIds": [
        "brandmark-partial-manifest-20260718",
        "brandmark-partial-note-20260718"
      ],
      "publishStatus": "published",
      "score": {
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        "rawScore": null,
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        "totalMaxScore": 100,
        "coveragePercent": 0,
        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "namelix-naming-skincare-gen-z-anonymous-free-v0.1",
      "version": "0.1",
      "toolId": "namelix",
      "category": "naming",
      "briefId": "skincare-gen-z",
      "executionState": "completed",
      "cohortId": "anonymous-free",
      "planState": "anonymous public free first result set; no account or repeated generation",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-GB",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "namelix-skincare-gen-z-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "Namelix anonymous generator",
        "interfaceMode": "free-text",
        "mappedInputs": [
          {
            "sourceField": "workingDescription, audience, positioning and constraints",
            "sourceValue": "canonical brief fields",
            "destinationField": "business description",
            "mappedValues": [
              "A clinically credible skincare line for trend-conscious US women aged 18 to 30, clean and culturally current without sterile pharmacy branding; 1 or 2 words, easy to pronounce, avoid skin, glow, and beauty."
            ],
            "state": "translated"
          },
          {
            "sourceField": "tasteSignals and category terms",
            "sourceValue": "canonical brief fields",
            "destinationField": "keywords",
            "mappedValues": [
              "skincare",
              "clean utility",
              "quietly expensive",
              "rhode",
              "aesop",
              "miu miu",
              "hotel bathroom at midnight"
            ],
            "state": "translated"
          }
        ],
        "unsupportedFields": [
          "required output count",
          "explicit negative keywords"
        ],
        "notes": [
          "auto name style, medium randomness and other interface defaults were retained.",
          "a fresh session was used for each brief."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "taste-alignment",
          "maxScore": 25,
          "reason": "review-not-completed",
          "explanation": "the first result set is preserved, but no numeric judgment is published without a separate human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "distinctiveness",
          "maxScore": 20,
          "reason": "review-not-completed",
          "explanation": "the first result set is preserved, but no numeric judgment is published without a separate human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "brief-adherence",
          "maxScore": 15,
          "reason": "review-not-completed",
          "explanation": "the first result set is preserved, but no numeric judgment is published without a separate human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
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          "explanation": "the first result set was retained, but this interaction dimension was not tested.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "validation-support",
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          "reason": "not-observed",
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          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
          "maxScore": 10,
          "reason": "review-not-completed",
          "explanation": "the first result set is preserved, but no numeric judgment is published without a separate human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "value",
          "maxScore": 5,
          "reason": "review-not-completed",
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          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-skincare-gen-z-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        }
      ],
      "publicNotes": [
        "the first visible 20 cards are preserved without editorial filtering.",
        "generated logo treatments and .com badges were not evaluated."
      ],
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-skincare-gen-z-first-results-20260718"
      ],
      "publishStatus": "published",
      "score": {
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        "totalMaxScore": 100,
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        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
      }
    },
    {
      "id": "namelix-naming-ai-finance-b2b-anonymous-free-v0.1",
      "version": "0.1",
      "toolId": "namelix",
      "category": "naming",
      "briefId": "ai-finance-b2b",
      "executionState": "completed",
      "cohortId": "anonymous-free",
      "planState": "anonymous public free first result set; no account or repeated generation",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-GB",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
      "reviewerCount": 1,
      "reviewMethod": "deterministic-only",
      "inputMapping": {
        "id": "namelix-ai-finance-b2b-mapping-v0.1",
        "briefVersion": "0.1",
        "toolSurface": "Namelix anonymous generator",
        "interfaceMode": "free-text",
        "mappedInputs": [
          {
            "sourceField": "workingDescription, audience, positioning and constraints",
            "sourceValue": "canonical brief fields",
            "destinationField": "business description",
            "mappedValues": [
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            ],
            "state": "translated"
          },
          {
            "sourceField": "tasteSignals and category terms",
            "sourceValue": "canonical brief fields",
            "destinationField": "keywords",
            "mappedValues": [
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              "quiet authority",
              "modernist publishing",
              "blackened steel",
              "london",
              "private not secret"
            ],
            "state": "translated"
          }
        ],
        "unsupportedFields": [
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          "explicit negative keywords"
        ],
        "notes": [
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          "a fresh session was used for each brief."
        ]
      },
      "dimensionScores": [],
      "excludedDimensions": [
        {
          "dimensionId": "taste-alignment",
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          "evidenceIds": [
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          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "distinctiveness",
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          "evidenceIds": [
            "namelix-public-manifest-20260718",
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          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
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          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-ai-finance-b2b-first-results-20260718"
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          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
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          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "validation-support",
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          "reason": "not-observed",
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          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-ai-finance-b2b-first-results-20260718"
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          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
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          "reason": "review-not-completed",
          "explanation": "the first result set is preserved, but no numeric judgment is published without a separate human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
            "ev-namelix-ai-finance-b2b-first-results-20260718"
          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        },
        {
          "dimensionId": "value",
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          "reason": "review-not-completed",
          "explanation": "the first result set is preserved, but no numeric judgment is published without a separate human rubric review.",
          "evidenceIds": [
            "namelix-public-manifest-20260718",
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          ],
          "resolutionPath": "complete a two-reviewer blinded rubric assessment against the preserved first result set, then test one permitted iteration separately."
        }
      ],
      "publicNotes": [
        "the first visible 20 cards are preserved without editorial filtering.",
        "generated logo treatments and .com badges were not evaluated."
      ],
      "evidenceIds": [
        "namelix-public-manifest-20260718",
        "ev-namelix-ai-finance-b2b-first-results-20260718"
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      }
    },
    {
      "id": "namelix-naming-boutique-hospitality-anonymous-free-v0.1",
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      "toolId": "namelix",
      "category": "naming",
      "briefId": "boutique-hospitality",
      "executionState": "completed",
      "cohortId": "anonymous-free",
      "planState": "anonymous public free first result set; no account or repeated generation",
      "authenticationState": "anonymous",
      "accessCostState": "free",
      "spendAmount": 0,
      "spendCurrency": null,
      "testedAt": "2026-07-18",
      "testLocale": "en-US",
      "browserLocale": "en-GB",
      "interfaceLanguage": "English",
      "evaluator": "AI Brand Scaler Research Team",
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      "reviewMethod": "deterministic-only",
      "inputMapping": {
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        "toolSurface": "Namelix anonymous generator",
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        "mappedInputs": [
          {
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      "authenticationState": "anonymous",
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      "testLocale": "en-US",
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        ],
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          "result-level domain and trademark-conflict checks"
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          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        },
        {
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          "evidenceIds": [
            "atom-public-manifest-20260718"
          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        },
        {
          "dimensionId": "brief-adherence",
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          "reason": "account-required",
          "explanation": "the public setup was observed, but account creation was required before any result appeared.",
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          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        },
        {
          "dimensionId": "control-and-iteration",
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          "reason": "account-required",
          "explanation": "the public setup was observed, but account creation was required before any result appeared.",
          "evidenceIds": [
            "atom-public-manifest-20260718"
          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        },
        {
          "dimensionId": "validation-support",
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          "evidenceIds": [
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          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        },
        {
          "dimensionId": "memorability-and-pronunciation",
          "maxScore": 10,
          "reason": "account-required",
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          "evidenceIds": [
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          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        },
        {
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          "explanation": "the public setup was observed, but account creation was required before any result appeared.",
          "evidenceIds": [
            "atom-public-manifest-20260718"
          ],
          "resolutionPath": "use a compliant owner-provided free account later, preserve the first result set and retain any still-unobserved exclusions."
        }
      ],
      "publicNotes": [
        "the setup flow was observed.",
        "no generated result or numeric score is published."
      ],
      "evidenceIds": [
        "atom-public-manifest-20260718"
      ],
      "publishStatus": "published",
      "score": {
        "state": "unscored",
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        "totalMaxScore": 100,
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        "normalizedScore": null,
        "scoreEligible": false,
        "rankingEligible": false
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    }
  ],
  "recommendations": []
}