{
  "business": "[object Object]",
  "slug": "object-object",
  "overall_score": 46,
  "grade": "D",
  "detected_website": null,
  "engine_scores": {
    "chatgpt": {
      "score": 55,
      "summary": "Has a Wikipedia article — ChatGPT will identify the business confidently and pull from this entry."
    },
    "perplexity": {
      "score": 55,
      "summary": "100 recent news citations — Perplexity will return current, link-cited info. Strong real-time visibility."
    },
    "gemini": {
      "score": 35,
      "summary": "No website easily findable. Gemini will struggle to show anything beyond a name match."
    },
    "claude": {
      "score": 51,
      "summary": "Mixed signals. Claude will give a partial answer with appropriate caveats."
    },
    "copilot": {
      "score": 35,
      "summary": "Limited Bing visibility. Copilot may not surface much beyond basic search results."
    }
  },
  "signals": {
    "wikipedia": {
      "exists": true,
      "title": "Object (computer science)",
      "extract": "In software development, an object is a semantic entity that has state, behavior, and identity.\nAn object can model some part of reality or can be an invention of the design process whose collaborations with other such objects serve as the mechanisms that provide some higher-level behavior. Put anot",
      "url": "https://en.wikipedia.org/wiki/Object_(computer_science)"
    },
    "news": {
      "count": 100,
      "recent": [
        "StyleProto: Style-Augmented Prototype Learning for Cross-Domain Few-Shot Object Detection - The Association for the Advancement of Artificial Intelligence",
        "Pregnancy Options Centre and Chichester Cathedral offer space for reflection during Baby Loss Awareness Week - SussexWorld",
        "How PARTs Assemble into Wholes: Learning the Relative Composition of Images - Apple Machine Learning Research"
      ]
    },
    "duckduckgo": {
      "hasInfobox": false,
      "hasAbstract": false,
      "hasRelated": false,
      "abstract": "",
      "source": ""
    },
    "detectedWebsite": null,
    "websiteTitle": null,
    "siteAudit": null,
    "question_results": [
      {
        "q_id": "identity",
        "best_engine": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "Wikipedia identifies this as: \"In software development, an object is a semantic entity that has state, behavior, and identity.\nAn object can model some part of reality or can be an ...\"",
        "gap": "No gap."
      },
      {
        "q_id": "services",
        "best_engine": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "Wikipedia describes their services in the article.",
        "gap": "No discoverable website — Gemini struggles."
      },
      {
        "q_id": "reviews",
        "best_engine": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "100 news mentions provide some sentiment signal.",
        "gap": "No gap."
      },
      {
        "q_id": "pricing",
        "best_engine": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "No pricing data accessible.",
        "gap": "No website to scan pricing from."
      },
      {
        "q_id": "location",
        "best_engine": "chatgpt",
        "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": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "Wikipedia article may provide context on positioning.",
        "gap": "Minor gap."
      },
      {
        "q_id": "trust",
        "best_engine": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "Multiple trust signals present (Wikipedia / news / website).",
        "gap": "Add diverse trust signals — website + reviews + press + Wikipedia."
      },
      {
        "q_id": "sources",
        "best_engine": "chatgpt",
        "worst_engine": "copilot",
        "best_response": "Wikipedia, 100 news articles",
        "gap": "No gap."
      }
    ]
  },
  "findings": [
    "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": [
    "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": "2026-09-24 21:51:25",
  "page_url": "https://fivedaylaunch.com/ai/object-object",
  "method": "deterministic — no LLM tokens used",
  "powered_by": "fivedaylaunch.com"
}