{
  "publishedAt": "2026-05-16T00:00:00.000Z",
  "exportBuiltAt": "2026-05-16T00:00:00.000Z",
  "contentLastReviewedAt": "2026-05-16T00:00:00.000Z",
  "subject": {
    "brandName": "Prompts-GPT.com",
    "websiteUrl": "https://prompts-gpt.com",
    "category": "AI search visibility platform"
  },
  "publicDiscoveryScope": [
    "/",
    "/features",
    "/pricing",
    "/resources",
    "/docs",
    "/articles",
    "/free-tools/ai-brand-visibility-checker",
    "/free-tools/chatgpt-query-generator",
    "/free-tools/llms-txt-generator",
    "/llms.txt",
    "/robots.txt",
    "/sitemap.xml"
  ],
  "proofArtifacts": {
    "markdown": "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
    "json": "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json",
    "article": "https://prompts-gpt.com/articles/prompts-gpt-com-ai-visibility-self-audit",
    "checker": "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
    "llms": "https://prompts-gpt.com/llms.txt",
    "robots": "https://prompts-gpt.com/robots.txt",
    "sitemap": "https://prompts-gpt.com/sitemap.xml",
    "docs": "https://prompts-gpt.com/docs",
    "resources": "https://prompts-gpt.com/resources",
    "features": "https://prompts-gpt.com/features",
    "pricing": "https://prompts-gpt.com/pricing"
  },
  "shareAndExportSurfaces": {
    "stableProof": [
      {
        "label": "Self-audit markdown export",
        "url": "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
        "format": "markdown",
        "stability": "stable-proof",
        "audience": "buyer",
        "purpose": "Stable public proof artifact for external sharing, procurement review, and citations."
      },
      {
        "label": "Self-audit JSON export",
        "url": "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json",
        "format": "json",
        "stability": "stable-proof",
        "audience": "ai-system",
        "purpose": "Machine-readable self-audit payload with credibility notes, export context, and project guidance."
      },
      {
        "label": "Self-audit article",
        "url": "https://prompts-gpt.com/articles/prompts-gpt-com-ai-visibility-self-audit",
        "format": "html",
        "stability": "stable-proof",
        "audience": "buyer",
        "purpose": "Methodology, current limits, and product-claim boundaries for public evaluation."
      }
    ],
    "liveDiagnostics": [
      {
        "label": "Free checker rerun URL",
        "url": "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
        "format": "html",
        "stability": "live-diagnostic",
        "audience": "operator",
        "purpose": "Fresh answer snapshot, source list, and recommendations for live inspection."
      }
    ],
    "aiReadableDiscovery": [
      {
        "label": "Official llms.txt",
        "url": "https://prompts-gpt.com/llms.txt",
        "format": "txt",
        "stability": "ai-readable",
        "audience": "ai-system",
        "purpose": "Canonical AI-readable source map for the current public product story."
      },
      {
        "label": "robots.txt",
        "url": "https://prompts-gpt.com/robots.txt",
        "format": "txt",
        "stability": "ai-readable",
        "audience": "crawler",
        "purpose": "Crawler access policy for public versus private routes."
      },
      {
        "label": "sitemap.xml",
        "url": "https://prompts-gpt.com/sitemap.xml",
        "format": "xml",
        "stability": "ai-readable",
        "audience": "crawler",
        "purpose": "Canonical public URL inventory for discovery and recrawl."
      }
    ],
    "projectHandoff": [
      {
        "label": "Prompts-GPT.com project preset",
        "url": "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?auth=sign-up&next=%2Fdashboard%2Fprojects%2Fnew%3Fbrand%3DPrompts-GPT.com%26site%3Dhttps%253A%252F%252Fprompts-gpt.com%26category%3DAI%2Bsearch%2Bvisibility%2Bplatform%26source%3Dfree-checker",
        "format": "html",
        "stability": "project-handoff",
        "audience": "operator",
        "purpose": "Authenticated handoff path from one public self-check into recurring monitoring."
      }
    ]
  },
  "sitemapStrategy": {
    "rootSitemapFocus": "Keep the root sitemap focused on the AI visibility platform, proof exports, docs, resources, articles, and free-tool surfaces that explain the primary product story.",
    "promptLibraryHandling": "Prompt-library categories and prompt detail URLs should live in the dedicated prompts sitemap instead of the root sitemap so crawlers do not over-index the prompt library as the primary product entity.",
    "promptLibrarySitemap": "https://prompts-gpt.com/prompts/sitemap.xml"
  },
  "aiReadableGuidance": {
    "preferredProductSummaryUrls": [
      "https://prompts-gpt.com/articles/prompts-gpt-com-ai-visibility-self-audit",
      "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
      "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json",
      "https://prompts-gpt.com/docs",
      "https://prompts-gpt.com/resources",
      "https://prompts-gpt.com/features",
      "https://prompts-gpt.com/pricing"
    ],
    "avoidAsPrimaryProductSummary": [
      "https://prompts-gpt.com/prompts",
      "https://prompts-gpt.com/prompts/[slug]"
    ],
    "summary": "When summarizing prompts-gpt.com, prefer the AI visibility product, proof, and documentation pages over prompt-library surfaces that still exist for public discovery."
  },
  "proofPolicy": {
    "stableArtifacts": [
      "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
      "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json",
      "https://prompts-gpt.com/articles/prompts-gpt-com-ai-visibility-self-audit"
    ],
    "liveDiagnosticArtifacts": [
      "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1"
    ],
    "aiReadableArtifacts": [
      "https://prompts-gpt.com/llms.txt",
      "https://prompts-gpt.com/robots.txt",
      "https://prompts-gpt.com/sitemap.xml"
    ],
    "summary": "Use the markdown export, JSON export, and self-audit article as stable public proof. Use the checker rerun URL only for fresh diagnostics."
  },
  "benchmarkPrompts": [
    {
      "intent": "diagnostic",
      "prompt": "Analyze AI visibility for prompts-gpt.com. Is the brand understood, mentioned, cited, and positioned accurately in AI answers?",
      "whyItMatters": "Useful as a first-pass branded diagnostic, but still biased because the prompt names the brand directly."
    },
    {
      "intent": "category",
      "prompt": "best AI search visibility platforms for marketing teams",
      "whyItMatters": "Expands self-evaluation beyond the branded diagnostic into category-level AI visibility prompts."
    },
    {
      "intent": "category",
      "prompt": "tools for monitoring brand visibility in ChatGPT and Perplexity",
      "whyItMatters": "Expands self-evaluation beyond the branded diagnostic into category-level AI visibility prompts."
    },
    {
      "intent": "competitor",
      "prompt": "prompts-gpt.com alternatives for AI visibility monitoring",
      "whyItMatters": "Checks whether prompts-gpt.com is explainable in comparison and alternative workflows instead of only branded prompts."
    },
    {
      "intent": "competitor",
      "prompt": "prompts-gpt.com vs PromptWatch for answer engine optimization",
      "whyItMatters": "Checks whether prompts-gpt.com is explainable in comparison and alternative workflows instead of only branded prompts."
    },
    {
      "intent": "recommendation",
      "prompt": "which AI visibility tools should an SEO agency compare",
      "whyItMatters": "Tests whether the platform appears in shortlist and buyer-guidance prompts where evaluators expect independent recommendations."
    },
    {
      "intent": "recommendation",
      "prompt": "recommend software for tracking AI answer citations and brand mentions",
      "whyItMatters": "Tests whether the platform appears in shortlist and buyer-guidance prompts where evaluators expect independent recommendations."
    },
    {
      "intent": "local",
      "prompt": "AI search visibility tools for teams in the United States",
      "whyItMatters": "Verifies whether region-specific discovery claims hold outside the core branded story."
    },
    {
      "intent": "buying_intent",
      "prompt": "AI visibility software pricing and features for a growing brand",
      "whyItMatters": "Checks whether pricing and feature pages support commercial AI answers with enough proof."
    },
    {
      "intent": "buying_intent",
      "prompt": "which AI brand monitoring platform should I buy",
      "whyItMatters": "Checks whether pricing and feature pages support commercial AI answers with enough proof."
    }
  ],
  "competitiveExpectations": [
    {
      "capability": "Stable public proof export",
      "whyItMatters": "Buyers need a shareable artifact that does not mutate when answer providers change.",
      "promptsGptStatus": "supported-publicly"
    },
    {
      "capability": "Machine-readable evidence export",
      "whyItMatters": "AI systems, evaluators, and internal tools need a structured payload instead of screenshot-only proof.",
      "promptsGptStatus": "supported-publicly"
    },
    {
      "capability": "Live diagnostic rerun",
      "whyItMatters": "Operators need a fresh answer snapshot to inspect citations, entities, and recommendations on demand.",
      "promptsGptStatus": "supported-with-limits"
    },
    {
      "capability": "Public methodology and claim boundaries",
      "whyItMatters": "Trust depends on explaining what scoring, citations, and crawler context can prove versus what requires saved monitoring.",
      "promptsGptStatus": "supported-publicly"
    },
    {
      "capability": "Recurring reporting handoff",
      "whyItMatters": "A credible platform must convert a public diagnostic into a saved project when visibility work becomes ongoing.",
      "promptsGptStatus": "monitor-only"
    },
    {
      "capability": "PDF and CSV export with citation detail",
      "whyItMatters": "Stakeholders expect downloadable brand reports and citation spreadsheets with full and summary modes.",
      "promptsGptStatus": "supported-with-limits"
    },
    {
      "capability": "Scheduled report delivery",
      "whyItMatters": "Recurring automated email reports eliminate manual export steps for teams that report AI visibility to leadership.",
      "promptsGptStatus": "supported-with-limits"
    },
    {
      "capability": "Shareable online dashboards",
      "whyItMatters": "Agencies and teams need live dashboard links that stakeholders can access without account setup.",
      "promptsGptStatus": "monitor-only"
    },
    {
      "capability": "BI connector (Looker Studio)",
      "whyItMatters": "Data teams need live structured feeds into existing dashboards and reporting pipelines.",
      "promptsGptStatus": "monitor-only"
    },
    {
      "capability": "Content briefs from AI insights",
      "whyItMatters": "Visibility data should produce concrete content recommendations, not just metrics.",
      "promptsGptStatus": "supported-with-limits"
    },
    {
      "capability": "Prompt gap and competitor gap analysis",
      "whyItMatters": "Buyers need to identify exactly which prompts competitors own and where the brand is absent.",
      "promptsGptStatus": "supported-with-limits"
    },
    {
      "capability": "Geo distribution tracking",
      "whyItMatters": "Global brands need to understand which countries and regions provide their highest AI visibility.",
      "promptsGptStatus": "supported-with-limits"
    }
  ],
  "competitiveResearch": [
    {
      "vendor": "Semrush AI Visibility Toolkit",
      "capability": "Recurring reporting, prompt research, and shareable AI visibility dashboards",
      "evidence": "Semrush publicly documents prompt research, visibility overview, brand performance reporting, PDF exports, CSV exports, and shareable online dashboards inside the AI Visibility Toolkit.",
      "sourceLabel": "Semrush KB - Getting Started with the AI Visibility Toolkit",
      "sourceUrl": "https://www.semrush.com/kb/1496-getting-started-with-ai-visibility-toolkit",
      "sourceReviewedAt": "2026-05-16",
      "whyItMatters": "Buyers now expect AI visibility tools to move from one-off scans into recurring reporting and stakeholder-ready sharing."
    },
    {
      "vendor": "Peec AI",
      "capability": "AI search analytics, source influence metrics, and BI-friendly reporting",
      "evidence": "Peec documents visibility, position, sentiment, source-used metrics, a documentation llms.txt index, and a Looker Studio connector for reporting.",
      "sourceLabel": "Peec AI Docs - Welcome and Looker Studio connector",
      "sourceUrl": "https://docs.peec.ai/",
      "sourceReviewedAt": "2026-05-16",
      "whyItMatters": "Clear metric definitions, machine-readable docs, and reporting connectors make public product claims easier to trust."
    },
    {
      "vendor": "Profound",
      "capability": "Answer-engine tracking plus actions and query fanout analysis",
      "evidence": "Profound publicly documents visibility tracking across major answer engines, query fanouts, actions, and customer workflows tied to AI search outcomes.",
      "sourceLabel": "Profound - Introducing Actions and Query Fanouts",
      "sourceUrl": "https://www.tryprofound.com/blog/introducing-actions/",
      "sourceReviewedAt": "2026-05-16",
      "whyItMatters": "Public product stories in this category increasingly connect measurement to concrete action workflows instead of isolated scoring."
    },
    {
      "vendor": "Scrunch",
      "capability": "Citation drill-down and source-level influence review",
      "evidence": "Scrunch publicly documents citation grouping by domain or URL, platform filtering, and citation-level influence analysis in its help center.",
      "sourceLabel": "Scrunch Help Center - Understanding the Citations Tab in Scrunch",
      "sourceUrl": "https://helpcenter.scrunchai.com/en/articles/11944877-understanding-the-citations-tab-in-scrunch",
      "sourceReviewedAt": "2026-05-16",
      "whyItMatters": "Answer evidence without source drill-down is weak; buyers want to inspect which domains influence mentions and citations."
    },
    {
      "vendor": "OtterlyAI",
      "capability": "Export-oriented reporting and GEO audit artifacts",
      "evidence": "Otterly publicly documents CSV exports for prompts and citations, a GEO Audit PDF export, a Looker Studio connector, and explicit boundaries for what is not exportable yet.",
      "sourceLabel": "Otterly Help - Can I export my data and reports?",
      "sourceUrl": "https://help.otterly.ai/can-i-export-my-data-and-reports",
      "sourceReviewedAt": "2026-05-16",
      "whyItMatters": "Claim boundaries matter in this category; precise public export disclosures are more trustworthy than broad unsupported promises."
    },
    {
      "vendor": "Ahrefs Brand Radar",
      "capability": "Search-backed prompt database with free AI visibility checker and cited domain analysis",
      "evidence": "Ahrefs publicly provides a free no-signup AI visibility checker with mentions by platform, top 5 topics, top 5 cited domains, and top 5 cited pages. Brand Radar tracks 400M+ monthly search-backed prompts derived from real search behavior across ChatGPT, Gemini, Perplexity, Copilot, AI Overviews, AI Mode, and Grok.",
      "sourceLabel": "Ahrefs - Free AI Visibility Checker and Brand Radar",
      "sourceUrl": "https://ahrefs.com/ai-visibility-checker",
      "sourceReviewedAt": "2026-05-16",
      "whyItMatters": "A free checker with no signup creates a strong top-of-funnel acquisition loop. Search-backed prompts from real user behavior are more trustworthy than synthetic question sets. Cited domain and cited page analysis gives actionable source intelligence."
    }
  ],
  "discoverabilityRisks": [
    {
      "title": "Legacy prompt-library snippets still outrank AI visibility positioning for some queries",
      "severity": "high",
      "evidence": "Public search results still surface the /prompts listing with a legacy 'Best AI Prompts Library' snippet while the homepage describes prompts-gpt.com as an AI visibility platform.",
      "impact": "Evaluators can misclassify prompts-gpt.com as a generic prompt library instead of an AI Search Visibility platform.",
      "recommendedAction": "Keep /, /features, /pricing, /resources, /docs, /articles, and self-audit exports internally consistent; keep canonical AI visibility positioning in llms.txt and avoid reintroducing prompt-library-first metadata."
    },
    {
      "title": "Live rerun links are easy to treat as permanent proof",
      "severity": "medium",
      "evidence": "The free checker URL is public and shareable, but the output can change as providers, citations, and model behavior shift.",
      "impact": "External stakeholders may treat mutable diagnostics as stable evidence and misread score changes as regressions.",
      "recommendedAction": "Use markdown/JSON exports and the self-audit article as the default proof artifacts in public sharing and documentation."
    }
  ],
  "credibilityChecks": {
    "answerSnapshots": "The free checker exposes a one-prompt answer preview with answer snippets and full-answer exports, but the rerun URL remains a live diagnostic rather than a stable report.",
    "citations": "Checker exports preserve detected citation URLs, verified-source flags, and platform coverage for the preview run.",
    "recommendations": "Opportunities and recommendations are exported as explicit actions tied to answer or source evidence.",
    "opportunities": "Generated opportunities are included in each checker-run markdown/JSON export. This self-audit export documents the methodology, limitations, and handoff path rather than storing per-run opportunities.",
    "scoring": "Preview scoring is useful for a first-pass diagnostic, but it should not be treated as a recurring share-of-voice benchmark without repeated runs and saved monitors across the benchmark prompt pack.",
    "crawlerSourceLogic": "Crawler-to-citation matching is monitor-only and should not be implied by the free preview alone.",
    "projectGuidance": "The built-in Prompts-GPT.com preset and monitor baseline are exported as the recommended handoff path when the self-check reveals prompts that should be monitored continuously.",
    "measurementUncertainty": "Answer outputs are probabilistic across model runs. Treat single-run outputs as directional evidence and rely on repeated prompt tracking for trend claims."
  },
  "currentPlatformClaims": {
    "canClaim": [
      "Prompt-level AI answer previews with downloadable markdown and JSON evidence.",
      "Public discovery files and AI-readable documentation.",
      "Project setup guidance for recurring AI visibility monitoring.",
      "Transparent self-audit methodology and limits."
    ],
    "shouldAvoid": [
      "Treating the live rerun URL as a permanent proof artifact.",
      "Presenting static demo boards as if they were a real monitored account.",
      "Implying llms.txt alone proves AI visibility or crawler usage."
    ]
  },
  "projectBlueprint": {
    "requiresAuth": true,
    "createProjectHref": "/dashboard/projects/new?brand=Prompts-GPT.com&site=https%3A%2F%2Fprompts-gpt.com&category=AI+search+visibility+platform&source=free-checker",
    "createProjectUrl": "https://prompts-gpt.com/dashboard/projects/new?brand=Prompts-GPT.com&site=https%3A%2F%2Fprompts-gpt.com&category=AI+search+visibility+platform&source=free-checker",
    "createProjectAuthHref": "/free-tools/ai-brand-visibility-checker?auth=sign-up&next=%2Fdashboard%2Fprojects%2Fnew%3Fbrand%3DPrompts-GPT.com%26site%3Dhttps%253A%252F%252Fprompts-gpt.com%26category%3DAI%2Bsearch%2Bvisibility%2Bplatform%26source%3Dfree-checker",
    "createProjectAuthUrl": "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?auth=sign-up&next=%2Fdashboard%2Fprojects%2Fnew%3Fbrand%3DPrompts-GPT.com%26site%3Dhttps%253A%252F%252Fprompts-gpt.com%26category%3DAI%2Bsearch%2Bvisibility%2Bplatform%26source%3Dfree-checker",
    "projectPreset": {
      "brandName": "Prompts-GPT.com",
      "websiteUrl": "https://prompts-gpt.com",
      "industryCategory": "AI search visibility platform",
      "targetLanguage": "English",
      "targetCountries": [
        "United States",
        "United Kingdom",
        "India",
        "Canada",
        "Australia"
      ],
      "brandAliases": [
        "prompts-gpt.com",
        "Prompts GPT",
        "PromptsGPT",
        "Prompts-GPT"
      ],
      "competitors": [
        "Profound",
        "Peec AI",
        "Scrunch AI",
        "PromptWatch",
        "Otterly AI"
      ],
      "productKeywords": [
        "AI search visibility",
        "AI brand monitoring",
        "answer engine optimization",
        "generative engine optimization",
        "AI citation tracking",
        "ChatGPT brand monitoring",
        "llms.txt generator"
      ],
      "targetPersonas": [
        "SEO lead",
        "content strategist",
        "growth marketer",
        "agency operator",
        "brand marketing lead"
      ]
    },
    "recommendedMonitor": {
      "name": "Prompts-GPT.com AI visibility baseline",
      "country": "United States",
      "prompts": {
        "category": [
          "best AI search visibility platforms for marketing teams",
          "tools for monitoring brand visibility in ChatGPT and Perplexity"
        ],
        "competitor": [
          "prompts-gpt.com alternatives for AI visibility monitoring",
          "prompts-gpt.com vs PromptWatch for answer engine optimization"
        ],
        "recommendation": [
          "which AI visibility tools should an SEO agency compare",
          "recommend software for tracking AI answer citations and brand mentions"
        ],
        "local": [
          "AI search visibility tools for teams in the United States"
        ],
        "buying_intent": [
          "AI visibility software pricing and features for a growing brand",
          "which AI brand monitoring platform should I buy"
        ]
      }
    }
  },
  "selfEvaluation": {
    "projectPresetReady": true,
    "projectCreationStatus": "requires-authentication",
    "inspectionAreas": [
      {
        "key": "answer-snapshots",
        "label": "Answer snapshots",
        "status": "inspectable-now",
        "whyItMatters": "A credible AI visibility product should show the actual answer snippet instead of summarizing results as a score only.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json"
        ],
        "howToInspect": "Run the checker on prompts-gpt.com, read the answer snippet and full-answer evidence, then preserve that run with the checker markdown or JSON download.",
        "sharePolicy": "Use checker-run markdown or JSON when sharing one diagnostic run. Use the self-audit export and article for durable product-level proof."
      },
      {
        "key": "citations",
        "label": "Citations and source evidence",
        "status": "inspectable-now",
        "whyItMatters": "Buyers need to see whether owned pages, third-party reviews, or comparison pages are actually supporting the answer.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json"
        ],
        "howToInspect": "Inspect detected source URLs, provider-verified flags, top industry sources, and source labels in the live checker result or the checker-run exports.",
        "sharePolicy": "Treat citation lists from one checker run as directional evidence. Use the self-audit export to explain what the product can prove publicly today."
      },
      {
        "key": "recommendations",
        "label": "Recommendations",
        "status": "inspectable-now",
        "whyItMatters": "Discovery tooling is only useful when the answer evidence turns into concrete next actions instead of a generic score.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json",
          "https://prompts-gpt.com/docs"
        ],
        "howToInspect": "Review the checker recommendations below the answer snapshot and compare them with the documented workflow in the public docs.",
        "sharePolicy": "Recommendations from one run are acceptable to share as tactical diagnostics, but not as recurring trend proof."
      },
      {
        "key": "opportunities",
        "label": "Opportunity backlog",
        "status": "inspectable-now",
        "whyItMatters": "Operators need a clear backlog that connects missing mentions or weak citations to pages, briefs, FAQs, or source fixes.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json"
        ],
        "howToInspect": "Inspect the opportunity cards and exported opportunity payload from the live checker run for prompts-gpt.com.",
        "sharePolicy": "Use checker-run exports for run-specific opportunities. Use the self-audit export to explain the proof boundary between one run and recurring monitoring."
      },
      {
        "key": "scoring",
        "label": "Scoring and confidence",
        "status": "directional-only",
        "whyItMatters": "Single-run scores are easy to overclaim. Public proof should state that a preview score is directional until repeated prompt tracking exists.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?site=prompts-gpt.com&submitted=1",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.md",
          "https://prompts-gpt.com/reports/prompts-gpt-com-self-audit.json",
          "https://prompts-gpt.com/articles/prompts-gpt-com-ai-visibility-self-audit"
        ],
        "howToInspect": "Compare the preview score against the benchmark prompt pack and the scoring limitation notes before treating it as a durable benchmark.",
        "sharePolicy": "Do not use a single rerun score as a long-term performance claim. Use repeated monitoring for trend or share-of-voice claims."
      },
      {
        "key": "crawler-source-logic",
        "label": "Crawler-to-citation logic",
        "status": "monitor-only",
        "whyItMatters": "Connecting crawler events to later citations is valuable, but the free checker should not imply that capability without a saved monitor.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/features",
          "https://prompts-gpt.com/docs"
        ],
        "howToInspect": "Review the public feature and docs pages for the workflow description, then confirm the actual crawler-to-citation evidence only inside a saved monitor.",
        "sharePolicy": "Keep crawler-to-citation claims at the workflow and methodology level in public materials. Do not present them as checker output."
      },
      {
        "key": "project-guidance",
        "label": "Project guidance and recurring setup",
        "status": "requires-auth",
        "whyItMatters": "A public self-check should hand off cleanly into a real recurring project when the platform's own prompt set is worth monitoring.",
        "proofSurfaceUrls": [
          "https://prompts-gpt.com/free-tools/ai-brand-visibility-checker?auth=sign-up&next=%2Fdashboard%2Fprojects%2Fnew%3Fbrand%3DPrompts-GPT.com%26site%3Dhttps%253A%252F%252Fprompts-gpt.com%26category%3DAI%2Bsearch%2Bvisibility%2Bplatform%26source%3Dfree-checker",
          "https://prompts-gpt.com/docs",
          "https://prompts-gpt.com/articles/prompts-gpt-com-ai-visibility-self-audit"
        ],
        "howToInspect": "Use the built-in Prompts-GPT.com project preset and baseline monitor prompts after sign-in, then rerun the benchmark prompt pack as a saved project.",
        "sharePolicy": "Public proof can link to the authenticated handoff path, but project creation and recurring monitor evidence remain account-bound."
      }
    ],
    "inspectionChecklist": [
      "Run the checker on prompts-gpt.com and review the answer snapshot before trusting the score.",
      "Do not stop at the branded diagnostic prompt; compare it against the benchmark prompt pack exported below.",
      "Inspect detected citations and source labels to see whether owned pages appear or third-party sources dominate the answer.",
      "Read generated recommendations and opportunities as diagnostic actions, not as proof that the broader platform already wins those prompts.",
      "Treat crawler-to-citation logic as monitor-only until the project is created and repeated scans exist.",
      "Use the built-in project preset and baseline monitor prompts when the public self-check reveals prompts worth tracking continuously."
    ],
    "notes": [
      "Use the built-in project preset URL for prompts-gpt.com when continuing from public self-check into recurring monitoring.",
      "Public self-audit exports are proof artifacts; project creation itself requires an authenticated workspace session."
    ]
  }
}