{
  "business": "Config.Yml",
  "slug": "config-yml",
  "overall_score": 19,
  "grade": "F",
  "detected_website": null,
  "engine_scores": {
    "chatgpt": {
      "score": 14,
      "summary": "No Wikipedia article, but 16 news mentions — ChatGPT will give fragmented info pulled from articles. Risk of outdated or confused descriptions."
    },
    "perplexity": {
      "score": 43,
      "summary": "16 recent news citations — Perplexity will return current, link-cited info. Strong real-time visibility."
    },
    "gemini": {
      "score": 10,
      "summary": "No website easily findable. Gemini will struggle to show anything beyond a name match."
    },
    "claude": {
      "score": 16,
      "summary": "No Wikipedia and weak site signals. Claude will be cautious and likely respond with \"I don't have specific information on...\""
    },
    "copilot": {
      "score": 10,
      "summary": "Limited Bing visibility. Copilot may not surface much beyond basic search results."
    }
  },
  "signals": {
    "wikipedia": {
      "exists": false
    },
    "news": {
      "count": 16,
      "recent": [
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      ]
    },
    "duckduckgo": {
      "hasInfobox": false,
      "hasAbstract": false,
      "hasRelated": false,
      "abstract": "",
      "source": ""
    },
    "detectedWebsite": null,
    "websiteTitle": null,
    "siteAudit": null,
    "question_results": [
      {
        "q_id": "identity",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "Engines may not confidently identify this business.",
        "gap": "No Wikipedia article — ChatGPT and Claude will hedge."
      },
      {
        "q_id": "services",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "Limited info — engines will give generic answers.",
        "gap": "No discoverable website — Gemini struggles."
      },
      {
        "q_id": "reviews",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "16 news mentions provide some sentiment signal.",
        "gap": "No gap."
      },
      {
        "q_id": "pricing",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "No pricing data accessible.",
        "gap": "No website to scan pricing from."
      },
      {
        "q_id": "location",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "Location not in major AI knowledge bases.",
        "gap": "No GBP / DDG infobox — Gemini and Copilot lack location data."
      },
      {
        "q_id": "different",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "Engines will struggle to differentiate this business from competitors.",
        "gap": "Minor gap."
      },
      {
        "q_id": "trust",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "Weak trust signal stack — AI engines will hedge their answers.",
        "gap": "Add diverse trust signals — website + reviews + press + Wikipedia."
      },
      {
        "q_id": "sources",
        "best_engine": "perplexity",
        "worst_engine": "copilot",
        "best_response": "16 news articles",
        "gap": "No gap."
      }
    ]
  },
  "findings": [
    "No Wikipedia article — ChatGPT and Claude.ai will struggle to give confident answers about this business.",
    "Could not auto-detect a website from the business name — Gemini relies heavily on website data + Google Business Profile.",
    "No DuckDuckGo Instant Answer card — indicates weak general web indexing across Bing-derived engines."
  ],
  "fixes": [
    "Create a Wikipedia article (or a Wikidata entry at minimum). This single fix unlocks ChatGPT and Claude.ai dramatically.",
    "Make sure the business has a discoverable website with the business name in the homepage <title>. Multi-domain attempts (e.g. business.com, business.io) all need to point to one canonical site.",
    "Claim and complete a Google Business Profile + verify the address. Gemini and Bing Copilot both pull from this directly.",
    "Add a clear \"About\" page on the website with founding story, leadership names, address, and founding year. AI engines weight first-party authority pages heavily."
  ],
  "audited_at": "2026-09-22 13:42:53",
  "page_url": "https://fivedaylaunch.com/ai/config-yml",
  "method": "deterministic — no LLM tokens used",
  "powered_by": "fivedaylaunch.com"
}