{
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  "item": {
    "slug": "geo-tracker",
    "name": "GEO Tracker",
    "source": "tencent",
    "type": "skill",
    "category": "开发工具",
    "sourceUrl": "https://clawhub.ai/X-RayLuan/geo-tracker",
    "canonicalUrl": "https://clawhub.ai/X-RayLuan/geo-tracker",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/geo-tracker",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-tracker",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "README.md",
      "SKILL.md",
      "references/geo-optimization.md",
      "references/prompts.txt",
      "scripts/geo_audit.py",
      "scripts/geo_query.py"
    ],
    "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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
        }
      ]
    },
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      "slug": "geo-tracker",
      "status": "healthy",
      "reason": "direct_download_ok",
      "recommendedAction": "download",
      "checkedAt": "2026-05-03T11:47:18.272Z",
      "expiresAt": "2026-05-10T11:47:18.272Z",
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      "finalUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-tracker",
      "contentType": "application/zip",
      "probeMethod": "head",
      "details": {
        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-tracker",
        "contentDisposition": "attachment; filename=\"geo-tracker-1.0.0.zip\"",
        "redirectLocation": null,
        "bodySnippet": null,
        "slug": "geo-tracker"
      },
      "scope": "item",
      "summary": "Item download looks usable.",
      "detail": "Yavira can redirect you to the upstream package for this item.",
      "primaryActionLabel": "Download for OpenClaw",
      "primaryActionHref": "/downloads/geo-tracker"
    },
    "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/geo-tracker",
    "agentPageUrl": "https://openagent3.xyz/skills/geo-tracker/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geo-tracker/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geo-tracker/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. Then review README.md for any prerequisites, environment setup, or post-install checks. 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. Then review README.md for any prerequisites, environment setup, or post-install checks. Summarize what changed and any follow-up checks I should run."
      }
    ]
  },
  "documentation": {
    "source": "clawhub",
    "primaryDoc": "SKILL.md",
    "sections": [
      {
        "title": "GEO Tracker",
        "body": "Track how AI engines mention (or ignore) a brand. Query multiple AI-powered search engines, extract brand mentions, score visibility, and generate actionable optimization reports."
      },
      {
        "title": "Single Query Check",
        "body": "python3 scripts/geo_query.py --brand \"EZsite.ai\" --query \"best AI website builder\" --engines chatgpt,perplexity,gemini"
      },
      {
        "title": "Full Audit (batch prompts)",
        "body": "python3 scripts/geo_audit.py --brand \"EZsite.ai\" --prompts references/prompts.txt --engines all --output report.md"
      },
      {
        "title": "Competitor Comparison",
        "body": "python3 scripts/geo_query.py --brand \"EZsite.ai\" --competitors \"Wix,Squarespace,Framer\" --query \"best website builder for small business\""
      },
      {
        "title": "Dependencies",
        "body": "Install required Python packages (one-time):\n\npip3 install openai anthropic google-generativeai\n\nOr create a virtual environment:\n\npython3 -m venv venv\nsource venv/bin/activate\npip install openai anthropic google-generativeai\n\nSet API keys as environment variables:\n\nexport OPENAI_API_KEY=\"sk-...\"\nexport PERPLEXITY_API_KEY=\"...\"\nexport GOOGLE_API_KEY=\"...\"\nexport ANTHROPIC_API_KEY=\"sk-ant-...\""
      },
      {
        "title": "How It Works",
        "body": "Takes a brand name + search prompts\nQueries AI engines via their APIs or web interfaces\nExtracts: mentions, citations, sentiment, positioning\nScores visibility (0-100) per engine and overall\nGenerates optimization recommendations"
      },
      {
        "title": "Engines Supported",
        "body": "EngineMethodAPI Key Env VarChatGPTOpenAI APIOPENAI_API_KEYPerplexityPerplexity APIPERPLEXITY_API_KEYGeminiGoogle AI APIGOOGLE_API_KEYClaudeAnthropic APIANTHROPIC_API_KEYGoogle AI Overviewweb_search tool(none)\n\nAt minimum, configure one API key. More engines = better coverage."
      },
      {
        "title": "Visibility Score",
        "body": "0-20: Invisible — AI doesn't know the brand\n21-40: Low — occasional mentions, not recommended\n41-60: Moderate — mentioned but not top choice\n61-80: Strong — frequently cited/recommended\n81-100: Dominant — top recommendation across engines"
      },
      {
        "title": "Output Format",
        "body": "Reports include:\n\nPer-engine mention count and context\nVisibility score breakdown\nCompetitor comparison matrix\nTop optimization recommendations\nSource prompts that triggered (or missed) mentions"
      },
      {
        "title": "Prompt Library",
        "body": "Edit references/prompts.txt — one prompt per line. These are the queries sent to AI engines.\n\nExample prompts for a website builder brand:\n\nbest AI website builder\nhow to build a website without coding\nwebsite builder comparison 2025\nbest website builder for small business\nAI-powered web design tools"
      },
      {
        "title": "Optimization Tips Reference",
        "body": "See references/geo-optimization.md for content optimization strategies to improve AI visibility."
      },
      {
        "title": "Scheduling",
        "body": "Use OpenClaw cron to run daily/weekly audits:\n\nSchedule a daily GEO audit for EZsite.ai at 9am\n\nThe agent will run the audit and report findings."
      }
    ],
    "body": "GEO Tracker\n\nTrack how AI engines mention (or ignore) a brand. Query multiple AI-powered search engines, extract brand mentions, score visibility, and generate actionable optimization reports.\n\nQuick Start\nSingle Query Check\npython3 scripts/geo_query.py --brand \"EZsite.ai\" --query \"best AI website builder\" --engines chatgpt,perplexity,gemini\n\nFull Audit (batch prompts)\npython3 scripts/geo_audit.py --brand \"EZsite.ai\" --prompts references/prompts.txt --engines all --output report.md\n\nCompetitor Comparison\npython3 scripts/geo_query.py --brand \"EZsite.ai\" --competitors \"Wix,Squarespace,Framer\" --query \"best website builder for small business\"\n\nDependencies\n\nInstall required Python packages (one-time):\n\npip3 install openai anthropic google-generativeai\n\n\nOr create a virtual environment:\n\npython3 -m venv venv\nsource venv/bin/activate\npip install openai anthropic google-generativeai\n\n\nSet API keys as environment variables:\n\nexport OPENAI_API_KEY=\"sk-...\"\nexport PERPLEXITY_API_KEY=\"...\"\nexport GOOGLE_API_KEY=\"...\"\nexport ANTHROPIC_API_KEY=\"sk-ant-...\"\n\nHow It Works\nTakes a brand name + search prompts\nQueries AI engines via their APIs or web interfaces\nExtracts: mentions, citations, sentiment, positioning\nScores visibility (0-100) per engine and overall\nGenerates optimization recommendations\nEngines Supported\nEngine\tMethod\tAPI Key Env Var\nChatGPT\tOpenAI API\tOPENAI_API_KEY\nPerplexity\tPerplexity API\tPERPLEXITY_API_KEY\nGemini\tGoogle AI API\tGOOGLE_API_KEY\nClaude\tAnthropic API\tANTHROPIC_API_KEY\nGoogle AI Overview\tweb_search tool\t(none)\n\nAt minimum, configure one API key. More engines = better coverage.\n\nVisibility Score\n0-20: Invisible — AI doesn't know the brand\n21-40: Low — occasional mentions, not recommended\n41-60: Moderate — mentioned but not top choice\n61-80: Strong — frequently cited/recommended\n81-100: Dominant — top recommendation across engines\nOutput Format\n\nReports include:\n\nPer-engine mention count and context\nVisibility score breakdown\nCompetitor comparison matrix\nTop optimization recommendations\nSource prompts that triggered (or missed) mentions\nPrompt Library\n\nEdit references/prompts.txt — one prompt per line. These are the queries sent to AI engines.\n\nExample prompts for a website builder brand:\n\nbest AI website builder\nhow to build a website without coding\nwebsite builder comparison 2025\nbest website builder for small business\nAI-powered web design tools\n\nOptimization Tips Reference\n\nSee references/geo-optimization.md for content optimization strategies to improve AI visibility.\n\nScheduling\n\nUse OpenClaw cron to run daily/weekly audits:\n\nSchedule a daily GEO audit for EZsite.ai at 9am\n\n\nThe agent will run the audit and report findings."
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/X-RayLuan/geo-tracker",
    "publisherUrl": "https://clawhub.ai/X-RayLuan/geo-tracker",
    "owner": "X-RayLuan",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/geo-tracker",
    "downloadUrl": "https://openagent3.xyz/downloads/geo-tracker",
    "agentUrl": "https://openagent3.xyz/skills/geo-tracker/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geo-tracker/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geo-tracker/agent.md"
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}