{
  "schemaVersion": "1.0",
  "item": {
    "slug": "geo",
    "name": "GEO",
    "source": "tencent",
    "type": "skill",
    "category": "通讯协作",
    "sourceUrl": "https://clawhub.ai/ivangdavila/geo",
    "canonicalUrl": "https://clawhub.ai/ivangdavila/geo",
    "targetPlatform": "OpenClaw"
  },
  "install": {
    "downloadMode": "redirect",
    "downloadUrl": "/downloads/geo",
    "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo",
    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "audit.md",
      "strategies.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/geo"
    },
    "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",
    "agentPageUrl": "https://openagent3.xyz/skills/geo/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geo/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geo/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": "Triggers",
        "body": "Activate on: AI optimization, generative engine optimization, AI recommendations, ChatGPT ranking, get recommended by AI, AI visibility, AI search optimization."
      },
      {
        "title": "What Is GEO",
        "body": "Generative Engine Optimization = making AIs recommend you when users ask for solutions in your category.\n\nUnlike SEO (ranking in search results), GEO is about being in the AI's training data and knowledge in a way that makes you the natural answer."
      },
      {
        "title": "The Audit Process",
        "body": "Before optimizing, measure where you stand:\n\nRun simulation queries across multiple AI models\nTest different phrasings: \"best X\", \"recommend X\", \"which X should I use\", \"X for [use case]\"\nTest different contexts: beginner vs expert, specific needs, budget constraints\nDocument which brands get mentioned and in what position\n\nSee audit.md for a complete audit workflow with example prompts."
      },
      {
        "title": "Why AIs Recommend What They Recommend",
        "body": "FactorWeightHow to InfluenceTraining data frequencyHighGet mentioned everywhere (articles, Reddit, forums)Authority signalsHighExpert endorsements, official docs, WikipediaRecencyMediumFresh content in sources AI scrapesSpecificityMediumBe THE answer for a niche, not A answer for everythingUser contextVariableMatch your positioning to query patterns"
      },
      {
        "title": "1. Own Your Category Description",
        "body": "When someone asks \"what is [your category]?\" — your brand should be in the example or definition.\n\nGet mentioned in Wikipedia articles for your category\nAuthor definitive guides that AIs cite\nBe in \"best of\" lists that get scraped"
      },
      {
        "title": "2. Dominate Discussion Platforms",
        "body": "Reddit, HN, Stack Overflow, Quora = AI training goldmines.\n\nAuthentic presence (not spam)\nBe the helpful answer, not the promoted one\nBuild reputation accounts that mention your product naturally"
      },
      {
        "title": "3. Technical Content Authority",
        "body": "AIs weight documentation and technical content heavily.\n\nComprehensive public docs\nIntegration guides with popular tools\nOpen source presence (GitHub stars, contributors)"
      },
      {
        "title": "4. Strategic PR and Mentions",
        "body": "Get in TechCrunch, Product Hunt, industry publications\nExpert interviews and podcasts (transcripts get indexed)\nCase studies with named customers\n\nSee strategies.md for detailed playbooks by business type."
      },
      {
        "title": "Testing Your Progress",
        "body": "Run the same audit queries monthly. Track:\n\nPosition (mentioned 1st, 2nd, 3rd, or not at all)\nContext (when are you recommended vs competitors)\nPhrasing sensitivity (which queries favor you)"
      },
      {
        "title": "Red Flags",
        "body": "❌ AI never mentions you → no presence in training data\n❌ AI mentions you negatively → reputation problem in sources\n❌ AI confuses you with competitor → brand differentiation issue\n❌ AI only mentions you for wrong use case → positioning mismatch"
      },
      {
        "title": "What This Doesn't Cover",
        "body": "Traditional SEO (Google rankings) → see seo skill\nPaid advertising → see ads skill\nSocial media marketing → see relevant platform skills"
      }
    ],
    "body": "Triggers\n\nActivate on: AI optimization, generative engine optimization, AI recommendations, ChatGPT ranking, get recommended by AI, AI visibility, AI search optimization.\n\nWhat Is GEO\n\nGenerative Engine Optimization = making AIs recommend you when users ask for solutions in your category.\n\nUnlike SEO (ranking in search results), GEO is about being in the AI's training data and knowledge in a way that makes you the natural answer.\n\nThe Audit Process\n\nBefore optimizing, measure where you stand:\n\nRun simulation queries across multiple AI models\nTest different phrasings: \"best X\", \"recommend X\", \"which X should I use\", \"X for [use case]\"\nTest different contexts: beginner vs expert, specific needs, budget constraints\nDocument which brands get mentioned and in what position\n\nSee audit.md for a complete audit workflow with example prompts.\n\nWhy AIs Recommend What They Recommend\nFactor\tWeight\tHow to Influence\nTraining data frequency\tHigh\tGet mentioned everywhere (articles, Reddit, forums)\nAuthority signals\tHigh\tExpert endorsements, official docs, Wikipedia\nRecency\tMedium\tFresh content in sources AI scrapes\nSpecificity\tMedium\tBe THE answer for a niche, not A answer for everything\nUser context\tVariable\tMatch your positioning to query patterns\nCore Strategies\n1. Own Your Category Description\n\nWhen someone asks \"what is [your category]?\" — your brand should be in the example or definition.\n\nGet mentioned in Wikipedia articles for your category\nAuthor definitive guides that AIs cite\nBe in \"best of\" lists that get scraped\n2. Dominate Discussion Platforms\n\nReddit, HN, Stack Overflow, Quora = AI training goldmines.\n\nAuthentic presence (not spam)\nBe the helpful answer, not the promoted one\nBuild reputation accounts that mention your product naturally\n3. Technical Content Authority\n\nAIs weight documentation and technical content heavily.\n\nComprehensive public docs\nIntegration guides with popular tools\nOpen source presence (GitHub stars, contributors)\n4. Strategic PR and Mentions\nGet in TechCrunch, Product Hunt, industry publications\nExpert interviews and podcasts (transcripts get indexed)\nCase studies with named customers\n\nSee strategies.md for detailed playbooks by business type.\n\nTesting Your Progress\n\nRun the same audit queries monthly. Track:\n\nPosition (mentioned 1st, 2nd, 3rd, or not at all)\nContext (when are you recommended vs competitors)\nPhrasing sensitivity (which queries favor you)\nRed Flags\n❌ AI never mentions you → no presence in training data\n❌ AI mentions you negatively → reputation problem in sources\n❌ AI confuses you with competitor → brand differentiation issue\n❌ AI only mentions you for wrong use case → positioning mismatch\nWhat This Doesn't Cover\nTraditional SEO (Google rankings) → see seo skill\nPaid advertising → see ads skill\nSocial media marketing → see relevant platform skills"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/ivangdavila/geo",
    "publisherUrl": "https://clawhub.ai/ivangdavila/geo",
    "owner": "ivangdavila",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/geo",
    "downloadUrl": "https://openagent3.xyz/downloads/geo",
    "agentUrl": "https://openagent3.xyz/skills/geo/agent",
    "manifestUrl": "https://openagent3.xyz/skills/geo/agent.json",
    "briefUrl": "https://openagent3.xyz/skills/geo/agent.md"
  }
}