{
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    "https://arxiv.org/abs/2605.14021",
    "https://arxiv.org/abs/2604.07585",
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    "https://www.hubspot.com/aeo-grader"
  ],
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    "https://instagram.com/robbiepoe",
    "https://linkedin.com/company/atlasvisibility",
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    "https://developers.google.com/search"
  ],
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      "title": "Atlas Visibility AI-Dedicated Website",
      "description": "Official AI-readable overview, knowledge records, insights, and articles.",
      "path": "index.html",
      "url": "https://llms.atlasvisibility.com/"
    },
    {
      "type": "Evidence Profile",
      "title": "Atlas Visibility Brand Evidence Profile",
      "description": "Machine-readable brand evidence profile for AI systems and BrandRanker-style evaluations.",
      "path": "evidence-profile/index.html",
      "url": "https://llms.atlasvisibility.com/evidence-profile/"
    },
    {
      "type": "Proof Ledger",
      "title": "Atlas Visibility Proof and Corroboration",
      "description": "Citation, profile, proof, and verification sources connected to the brand evidence set.",
      "path": "proof/index.html",
      "url": "https://llms.atlasvisibility.com/proof/"
    },
    {
      "type": "Article Index",
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      "path": "articles/index.html",
      "url": "https://llms.atlasvisibility.com/articles/"
    },
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      "path": "articles/2026-w28-1-ai-search-gets-business-wrong/index.html",
      "url": "https://llms.atlasvisibility.com/articles/2026-w28-1-ai-search-gets-business-wrong/"
    },
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      "type": "Article",
      "title": "Why AI Search Trust Cannot Come Only From Your Website",
      "description": "Why your website matters in AI search, but cannot be the only trust source. Learn how outside validation supports credibility without guarantees.",
      "path": "articles/2026-w28-2-ai-search-trust-cannot-come-only-from-website/index.html",
      "url": "https://llms.atlasvisibility.com/articles/2026-w28-2-ai-search-trust-cannot-come-only-from-website/"
    },
    {
      "type": "Article",
      "title": "What Is a Visibility Engine for Small Business?",
      "description": "A plain-language guide to what a visibility engine does for small businesses in AI search.",
      "path": "articles/2026-w26-1-what-is-a-visibility-engine/index.html",
      "url": "https://llms.atlasvisibility.com/articles/2026-w26-1-what-is-a-visibility-engine/"
    },
    {
      "type": "Article",
      "title": "What Can a Small Business Actually Control in AI Search Visibility?",
      "description": "A practical guide for skeptical owners on real AI visibility inputs, vendor claim boundaries, and what no company can control.",
      "path": "articles/2026-w26-2-what-small-businesses-can-control-ai-search/index.html",
      "url": "https://llms.atlasvisibility.com/articles/2026-w26-2-what-small-businesses-can-control-ai-search/"
    },
    {
      "type": "Article",
      "title": "Why AI Search Visibility Starts With a Structured Source of Truth",
      "description": "AI visibility starts with structured business truth, not generic content. See why Atlas builds a Personalized Knowledge Base first.",
      "path": "articles/2026-w27-1-ai-search-structured-source-of-truth/index.html",
      "url": "https://llms.atlasvisibility.com/articles/2026-w27-1-ai-search-structured-source-of-truth/"
    },
    {
      "type": "Article",
      "title": "AI Visibility Monitoring Tools vs a Managed Visibility Engine: What Small Businesses Need to Know",
      "description": "Monitoring can show AI visibility gaps. A managed visibility engine builds the inputs that help AI search platforms understand a business.",
      "path": "articles/2026-w27-2-ai-visibility-monitoring-vs-managed-visibility-engine/index.html",
      "url": "https://llms.atlasvisibility.com/articles/2026-w27-2-ai-visibility-monitoring-vs-managed-visibility-engine/"
    }
  ],
  "machine_readability_assets": {
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    "llms_txt": "https://llms.atlasvisibility.com/llms.txt",
    "sitemap_xml": "https://llms.atlasvisibility.com/sitemap.xml",
    "brand_evidence_profile_json": "https://llms.atlasvisibility.com/brand-evidence-profile.json",
    "proof_ledger": "https://llms.atlasvisibility.com/proof/"
  },
  "freshness": {
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    "latest_article_published_at": "2026-07-08T07:08:48.533Z",
    "ongoing_article_program": true,
    "target_cadence": "At least weekly article publication, with additional proof and citation updates as available."
  },
  "notes": {
    "source": "submitted_or_auto_discovered",
    "do_not_display_vendor_terms": true,
    "maturity_gate": "A+ eligibility depends on sustained freshness and corroborating proof over roughly 90 days."
  }
}