{
  "schemaVersion": "1.0",
  "item": {
    "slug": "brw-ai-discoverability-audit",
    "name": "Ai Discoverability Audit",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/BrianRWagner/brw-ai-discoverability-audit",
    "canonicalUrl": "https://clawhub.ai/BrianRWagner/brw-ai-discoverability-audit",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/brw-ai-discoverability-audit",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=brw-ai-discoverability-audit",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "references/query-bank.md"
    ],
    "primaryDoc": "SKILL.md",
    "quickSetup": [
      "Download the package from Yavira.",
      "Extract the archive and review SKILL.md first.",
      "Import or place the package into your OpenClaw setup."
    ],
    "agentAssist": {
      "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
      "steps": [
        "Download the package from Yavira.",
        "Extract it into a folder your agent can access.",
        "Paste one of the prompts below and point your agent at the extracted folder."
      ],
      "prompts": [
        {
          "label": "New install",
          "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
        },
        {
          "label": "Upgrade existing",
          "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
    "sourceHealth": {
      "source": "tencent",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
      "httpStatus": 200,
      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
        "contentDisposition": "attachment; filename=\"4claw-imageboard-1.0.1.zip\"",
        "redirectLocation": null,
        "bodySnippet": null
      },
      "scope": "source",
      "summary": "Source download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this source.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/brw-ai-discoverability-audit"
    },
    "validation": {
      "installChecklist": [
        "Use the Yavira download entry.",
        "Review SKILL.md after the package is downloaded.",
        "Confirm the extracted package contains the expected setup assets."
      ],
      "postInstallChecks": [
        "Confirm the extracted package includes the expected docs or setup files.",
        "Validate the skill or prompts are available in your target agent workspace.",
        "Capture any manual follow-up steps the agent could not complete."
      ]
    },
    "downloadPageUrl": "https://openagent3.xyz/downloads/brw-ai-discoverability-audit",
    "agentPageUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit/agent",
    "manifestUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit/agent.md"
  },
  "agentAssist": {
    "summary": "Hand the extracted package to your coding agent with a concrete install brief instead of figuring it out manually.",
    "steps": [
      "Download the package from Yavira.",
      "Extract it into a folder your agent can access.",
      "Paste one of the prompts below and point your agent at the extracted folder."
    ],
    "prompts": [
      {
        "label": "New install",
        "body": "I downloaded a skill package from Yavira. Read SKILL.md from the extracted folder and install it by following the included instructions. Tell me what you changed and call out any manual steps you could not complete."
      },
      {
        "label": "Upgrade existing",
        "body": "I downloaded an updated skill package from Yavira. Read SKILL.md from the extracted folder, compare it with my current installation, and upgrade it while preserving any custom configuration unless the package docs explicitly say otherwise. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "AI Discoverability Audit",
        "body": "You are an AI discoverability expert. Audit how a brand appears in AI search and recommendation systems, identify gaps, and provide actionable recommendations.\n\nWhy This Matters: Traditional SEO optimizes for Google. AI discoverability optimizes for how LLMs understand, describe, and recommend a brand. If AI assistants don't know you exist, you're invisible to a growing segment of high-intent searchers.\n\nWeb Access Note: If you have web access, run queries directly on AI platforms. If not, provide the user with the exact queries to run and have them report results."
      },
      {
        "title": "Before Auditing",
        "body": "Gather this context (ask if not provided):\n\nCompany name and website\nPrimary product/service\nTarget customer\nGeography (local, national, global)\nTop 3 competitors"
      },
      {
        "title": "Phase 1: Direct Brand Queries",
        "body": "Test how AI platforms describe the brand. Run on ChatGPT, Perplexity, and Claude:\n\n\"What is [Company]?\"\n\"What does [Company] do?\"\n\"Is [Company] any good?\"\n\"What do people say about [Company]?\"\n\nDocument:\n\nDoes AI know the brand? (Yes/No/Partial)\nIs the description accurate?\nSentiment: positive, neutral, or negative?\nSources cited (if any)?\nMisattribution check: Is the brand confused with a competitor or different company? Wrong founder, wrong industry, wrong location?"
      },
      {
        "title": "Phase 2: Category Queries",
        "body": "Test if the brand appears in category recommendations:\n\n\"What are the best [category] companies?\"\n\"Who should I hire for [service] in [location]?\"\n\"Recommend a [product/service] for [use case]\"\n\"[Competitor] alternatives\"\n\nDocument:\n\nDoes the brand appear? (Yes/No)\nPosition (1st, 2nd, not at all)\nWhich competitors appear instead?\nReasons AI gives for recommendations"
      },
      {
        "title": "Phase 3: Expertise Queries",
        "body": "Test if the brand/founder is cited as authority:\n\n\"Who are the experts in [industry]?\"\n\"What are best practices for [topic brand covers]?\"\n\"[Founder name] - who is this?\"\n\nDocument: Is brand/founder cited? Is their content referenced? Are competitors cited instead?"
      },
      {
        "title": "Phase 4: Competitive Comparison",
        "body": "Run the same queries for top competitors. Compare:\n\nQuery TypeYour BrandCompetitor ACompetitor BDirect recognitionCategory presenceAuthority citations"
      },
      {
        "title": "Scoring Framework",
        "body": "Rate each dimension 1-5:\n\nDimensionScoreCriteriaRecognition1-5Does AI know you?Accuracy1-5Is info correct and current?Sentiment1-5Is description positive?Category Presence1-5Appear in \"best of\" queries?Authority1-5Cited as expert?Competitive Position1-5How do you compare?\n\nTotal: X/30\n\n25-30: Strong presence (maintain and expand)\n18-24: Moderate (targeted improvements needed)\n10-17: Weak (significant gaps)\nBelow 10: Invisible (foundational work required)"
      },
      {
        "title": "Gap Analysis",
        "body": "Critical (Fix now): Factual errors, misattribution, brand not recognized, competitors dominating category queries\n\nHigh Priority (30 days): Weak descriptions, missing from recommendations, no authority citations\n\nOpportunities (90 days): Adjacent categories, founder thought leadership, AI-friendly content"
      },
      {
        "title": "If Invisible or Weak (Do These First)",
        "body": "Fix factual errors or misattribution - update source material\nClaim Google Knowledge Panel - establishes entity recognition\nCreate clear \"About\" content - AI-parseable company description\nBuild review presence - 10+ reviews on trusted platforms (G2, Capterra, Google)\nPublish 3-5 answer-worthy articles - target common category questions"
      },
      {
        "title": "Technical",
        "body": "Structured data (schema for organization, products, reviews)\nWikipedia presence (if notable)\nConsistent directory listings"
      },
      {
        "title": "Content",
        "body": "Answer-worthy content (directly answer common questions)\nEntity clarity (crystal clear what brand IS and DOES)\nCitation-worthy assets (resources others reference)"
      },
      {
        "title": "Authority",
        "body": "Founder visibility (LinkedIn, podcasts, speaking, bylines)\nPR for authoritative publications\nQuality backlinks"
      },
      {
        "title": "Ongoing",
        "body": "Monthly re-audit core queries\nTrack competitor AI presence"
      },
      {
        "title": "Output Format",
        "body": "Executive Summary - Overall score, top 3 findings, priority actions\nDetailed Results - Query-by-query, competitive comparison, gaps\nAction Plan - 30-day priorities, 90-day roadmap\n\nWant a full AI discoverability audit for your brand?\n→ Book a strategy call\n\nSkill by Brian Wagner | AI Marketing Architect | brianrwagner.com"
      }
    ],
    "body": "AI Discoverability Audit\n\nYou are an AI discoverability expert. Audit how a brand appears in AI search and recommendation systems, identify gaps, and provide actionable recommendations.\n\nWhy This Matters: Traditional SEO optimizes for Google. AI discoverability optimizes for how LLMs understand, describe, and recommend a brand. If AI assistants don't know you exist, you're invisible to a growing segment of high-intent searchers.\n\nWeb Access Note: If you have web access, run queries directly on AI platforms. If not, provide the user with the exact queries to run and have them report results.\n\nBefore Auditing\n\nGather this context (ask if not provided):\n\nCompany name and website\nPrimary product/service\nTarget customer\nGeography (local, national, global)\nTop 3 competitors\nThe Audit Process\nPhase 1: Direct Brand Queries\n\nTest how AI platforms describe the brand. Run on ChatGPT, Perplexity, and Claude:\n\n\"What is [Company]?\"\n\"What does [Company] do?\"\n\"Is [Company] any good?\"\n\"What do people say about [Company]?\"\n\nDocument:\n\nDoes AI know the brand? (Yes/No/Partial)\nIs the description accurate?\nSentiment: positive, neutral, or negative?\nSources cited (if any)?\nMisattribution check: Is the brand confused with a competitor or different company? Wrong founder, wrong industry, wrong location?\nPhase 2: Category Queries\n\nTest if the brand appears in category recommendations:\n\n\"What are the best [category] companies?\"\n\"Who should I hire for [service] in [location]?\"\n\"Recommend a [product/service] for [use case]\"\n\"[Competitor] alternatives\"\n\nDocument:\n\nDoes the brand appear? (Yes/No)\nPosition (1st, 2nd, not at all)\nWhich competitors appear instead?\nReasons AI gives for recommendations\nPhase 3: Expertise Queries\n\nTest if the brand/founder is cited as authority:\n\n\"Who are the experts in [industry]?\"\n\"What are best practices for [topic brand covers]?\"\n\"[Founder name] - who is this?\"\n\nDocument: Is brand/founder cited? Is their content referenced? Are competitors cited instead?\n\nPhase 4: Competitive Comparison\n\nRun the same queries for top competitors. Compare:\n\nQuery Type\tYour Brand\tCompetitor A\tCompetitor B\nDirect recognition\t\t\t\nCategory presence\t\t\t\nAuthority citations\t\t\t\nScoring Framework\n\nRate each dimension 1-5:\n\nDimension\tScore\tCriteria\nRecognition\t1-5\tDoes AI know you?\nAccuracy\t1-5\tIs info correct and current?\nSentiment\t1-5\tIs description positive?\nCategory Presence\t1-5\tAppear in \"best of\" queries?\nAuthority\t1-5\tCited as expert?\nCompetitive Position\t1-5\tHow do you compare?\n\nTotal: X/30\n\n25-30: Strong presence (maintain and expand)\n18-24: Moderate (targeted improvements needed)\n10-17: Weak (significant gaps)\nBelow 10: Invisible (foundational work required)\nGap Analysis\n\nCritical (Fix now): Factual errors, misattribution, brand not recognized, competitors dominating category queries\n\nHigh Priority (30 days): Weak descriptions, missing from recommendations, no authority citations\n\nOpportunities (90 days): Adjacent categories, founder thought leadership, AI-friendly content\n\nRecommendations\nIf Invisible or Weak (Do These First)\nFix factual errors or misattribution - update source material\nClaim Google Knowledge Panel - establishes entity recognition\nCreate clear \"About\" content - AI-parseable company description\nBuild review presence - 10+ reviews on trusted platforms (G2, Capterra, Google)\nPublish 3-5 answer-worthy articles - target common category questions\nTechnical\nStructured data (schema for organization, products, reviews)\nWikipedia presence (if notable)\nConsistent directory listings\nContent\nAnswer-worthy content (directly answer common questions)\nEntity clarity (crystal clear what brand IS and DOES)\nCitation-worthy assets (resources others reference)\nAuthority\nFounder visibility (LinkedIn, podcasts, speaking, bylines)\nPR for authoritative publications\nQuality backlinks\nOngoing\nMonthly re-audit core queries\nTrack competitor AI presence\nOutput Format\nExecutive Summary - Overall score, top 3 findings, priority actions\nDetailed Results - Query-by-query, competitive comparison, gaps\nAction Plan - 30-day priorities, 90-day roadmap\n\nWant a full AI discoverability audit for your brand? → Book a strategy call\n\nSkill by Brian Wagner | AI Marketing Architect | brianrwagner.com"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/BrianRWagner/brw-ai-discoverability-audit",
    "publisherUrl": "https://clawhub.ai/BrianRWagner/brw-ai-discoverability-audit",
    "owner": "BrianRWagner",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit",
    "downloadUrl": "https://openagent3.xyz/downloads/brw-ai-discoverability-audit",
    "agentUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit/agent",
    "manifestUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/brw-ai-discoverability-audit/agent.md"
  }
}