{
  "business": "EG Steak Brazilian Steakhouse",
  "slug": "eg-steak-brazilian-steakhouse",
  "overall_score": 7,
  "grade": "F",
  "detected_website": "egsteak.com",
  "engine_scores": {
    "chatgpt": {
      "score": 0,
      "summary": "ChatGPT will likely not recognize this business or confuse it with similar names."
    },
    "perplexity": {
      "score": 0,
      "summary": "No recent news citations. Perplexity will rely on the website if it can crawl one, otherwise return generic info."
    },
    "gemini": {
      "score": 28,
      "summary": "Website detected but missing structured data. Gemini will return basic info — completeness depends on GBP setup."
    },
    "claude": {
      "score": 6,
      "summary": "Mixed signals. Claude will give a partial answer with appropriate caveats."
    },
    "copilot": {
      "score": 0,
      "summary": "Limited Bing visibility. Copilot may not surface much beyond basic search results."
    }
  },
  "signals": {
    "wikipedia": {
      "exists": false
    },
    "news": {
      "count": 0,
      "recent": []
    },
    "duckduckgo": {
      "hasInfobox": false,
      "hasAbstract": false,
      "hasRelated": false,
      "abstract": "",
      "source": ""
    },
    "detectedWebsite": "egsteak.com",
    "websiteTitle": "EG Steak Brazilian Steakhouse | Frisco - Plano",
    "siteAudit": {
      "domain": "egsteak.com",
      "url": "https://egsteak.com",
      "score": 51,
      "is_blocked": false,
      "grade": "D",
      "breakdown": {
        "performance": {
          "score": 25,
          "max": 25,
          "ttfb_ms": 93,
          "page_bytes": 0
        },
        "seo": {
          "score": 6,
          "max": 25
        },
        "mobile": {
          "score": 5,
          "max": 20
        },
        "security": {
          "score": 15,
          "max": 15
        },
        "aeo": {
          "score": 0,
          "max": 15
        }
      },
      "findings": [
        "Missing <title> tag — Google has nothing to show in search results",
        "Missing meta description — Google auto-generates a worse one",
        "No <h1> heading — major SEO signal missing",
        "No mobile viewport tag — page is unusable on phones",
        "No structured data (JSON-LD/schema) — invisible to ChatGPT, Perplexity, Gemini",
        "Missing favicon — looks unprofessional in browser tabs",
        "Missing og:image — when shared on social, no preview image appears"
      ],
      "audited_at": "2026-05-26 03:23:26",
      "badge_url": "https://fivedaylaunch.com/badge/egsteak.com.svg",
      "page_url": "https://fivedaylaunch.com/sites/egsteak.com",
      "powered_by": "fivedaylaunch.com — attribution required on free tier (link back to /sites/egsteak.com)"
    },
    "question_results": [
      {
        "q_id": "identity",
        "best_engine": "gemini",
        "worst_engine": "copilot",
        "best_response": "Website at egsteak.com confirms the business exists.",
        "gap": "No Wikipedia article — ChatGPT and Claude will hedge."
      },
      {
        "q_id": "services",
        "best_engine": "gemini",
        "worst_engine": "copilot",
        "best_response": "Inferred from website title and content.",
        "gap": "No gap."
      },
      {
        "q_id": "reviews",
        "best_engine": "gemini",
        "worst_engine": "copilot",
        "best_response": "No review data accessible to AI engines.",
        "gap": "Zero press = Perplexity returns generic."
      },
      {
        "q_id": "pricing",
        "best_engine": "gemini",
        "worst_engine": "copilot",
        "best_response": "Pricing data depends on whether website lists prices clearly.",
        "gap": "Depends on website pricing transparency."
      },
      {
        "q_id": "location",
        "best_engine": "gemini",
        "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": "gemini",
        "worst_engine": "copilot",
        "best_response": "Engines will struggle to differentiate this business from competitors.",
        "gap": "No editorial coverage to anchor differentiation."
      },
      {
        "q_id": "trust",
        "best_engine": "gemini",
        "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": "gemini",
        "worst_engine": "copilot",
        "best_response": "Own website",
        "gap": "Need more diverse citations — press, directories, partnerships."
      }
    ]
  },
  "findings": [
    "No Wikipedia article — ChatGPT and Claude.ai will struggle to give confident answers about this business.",
    "Zero recent news citations — Perplexity will return generic info without real-time context.",
    "Website lacks structured data (JSON-LD). All 5 AI engines weight this heavily for confident citation.",
    "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.",
    "Get cited in 2-3 industry publications, local newspapers, or niche newsletters. Even one press mention per quarter materially improves Perplexity coverage.",
    "Add LocalBusiness or Organization JSON-LD schema to the homepage (name, address, telephone, founder, services, hours). Single biggest AEO lever.",
    "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": "2026-05-26 05:08:48",
  "page_url": "https://fivedaylaunch.com/ai/eg-steak-brazilian-steakhouse",
  "method": "deterministic — no LLM tokens used",
  "powered_by": "fivedaylaunch.com"
}