{
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  "item": {
    "slug": "geo-report-builder",
    "name": "GEO Performance Report Builder",
    "source": "tencent",
    "type": "skill",
    "category": "数据分析",
    "sourceUrl": "https://clawhub.ai/geoly-geo/geo-report-builder",
    "canonicalUrl": "https://clawhub.ai/geoly-geo/geo-report-builder",
    "targetPlatform": "OpenClaw"
  },
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    "downloadUrl": "/downloads/geo-report-builder",
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    "sourcePlatform": "tencent",
    "targetPlatform": "OpenClaw",
    "installMethod": "Manual import",
    "extraction": "Extract archive",
    "prerequisites": [
      "OpenClaw"
    ],
    "packageFormat": "ZIP package",
    "includedAssets": [
      "SKILL.md",
      "scripts/build_report.py",
      "references/structure-guide.md",
      "evals/evals.json"
    ],
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    "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."
        }
      ]
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      "checkedAt": "2026-04-23T16:43:11.935Z",
      "expiresAt": "2026-04-30T16:43:11.935Z",
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        "probeUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=4claw-imageboard",
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        "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-report-builder"
    },
    "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-report-builder",
    "agentPageUrl": "https://openagent3.xyz/skills/geo-report-builder/agent",
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    "briefUrl": "https://openagent3.xyz/skills/geo-report-builder/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": "GEO Report Builder",
        "body": "Methodology by GEOly AI (geoly.ai) — turn metrics into actionable intelligence.\n\nBuild comprehensive GEO performance reports from raw data."
      },
      {
        "title": "Section 1: Executive Summary",
        "body": "Key metrics at a glance:\n\nMetricValueChangeInterpretationAIGVR Score[XX]/100+[n] ptsAbove/below category avgAI Mentions[n,nnn][+/-n]%Driven by [platform]Citations[n] pages[+/-n]%[n] new pagesShare of Model[X]%[+/-n]ppRank #[n]Sentiment[X.X]/10TrendPositive/Neutral/Negative"
      },
      {
        "title": "Section 2: Platform Breakdown",
        "body": "PlatformAIGVRMentionsCitationsSentimentTrendChatGPT[XX][n][n][X.X]↑→↓Perplexity[XX][n][n][X.X]↑→↓Gemini[XX][n][n][X.X]↑→↓Grok[XX][n][n][X.X]↑→↓Google AI[XX][n][n][X.X]↑→↓"
      },
      {
        "title": "Section 3: Competitive Position",
        "body": "Ranking:\n\n[Competitor A] — AIGVR: [XX] | SoM: [%]\n[Your Brand] — AIGVR: [XX] | SoM: [%] ← YOU\n[Competitor B] — AIGVR: [XX] | SoM: [%]\n\nNotable Changes:\n\n[Competitor X] gained [n]% SoM on \"[prompt]\" → Threat\nYou gained [n]% SoM on \"[prompt]\" → Working"
      },
      {
        "title": "Section 4: Insights & Interpretation",
        "body": "Strategic narrative answering:\n\nWhat drove biggest positive change?\nWhat is most significant risk/threat?\nWhat content/technical change had most impact?\nWhat to focus on next period?"
      },
      {
        "title": "Section 5: Action Plan",
        "body": "PriorityActionExpected ImpactOwnerDeadline🔴 P1[Must do]+[X] AIGVR / +[X]% SoM[Name][Date]🟡 P2[Should do][Impact][Name][Date]🔵 P3[Nice to do][Impact][Name][Date]"
      },
      {
        "title": "Report Builder Tool",
        "body": "python scripts/build_report.py \\\n  --brand \"YourBrand\" \\\n  --period \"2024-Q1\" \\\n  --data metrics.json \\\n  --output report.md"
      },
      {
        "title": "Input Data Format",
        "body": "{\n  \"brand\": \"YourBrand\",\n  \"period\": \"2024-Q1\",\n  \"aigvr\": 72,\n  \"aigvr_change\": +5,\n  \"mentions\": 12500,\n  \"mentions_change\": +12,\n  \"citations\": 156,\n  \"citations_change\": +8,\n  \"som\": 23,\n  \"som_change\": +3,\n  \"sentiment\": 8.2,\n  \"platforms\": {\n    \"chatgpt\": {\"aigvr\": 75, \"mentions\": 5000, ...},\n    \"perplexity\": {...}\n  },\n  \"competitors\": [\n    {\"name\": \"CompA\", \"aigvr\": 80, \"som\": 28}\n  ]\n}"
      },
      {
        "title": "Output Example",
        "body": "━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\nGEO PERFORMANCE REPORT\n[Brand] | [Period] | GEOly AI Framework\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n\n## Executive Summary\n\n• AIGVR Score: 72/100 (+5 pts) — Above category average\n• AI Mentions: 12,500 (+12%) — Driven by Perplexity gains\n• Citations: 156 pages (+8%) — 23 new pages cited\n• Share of Model: 23% (+3pp) — Now ranked #2\n• Sentiment: 8.2/10 — Positive trend\n\n## Platform Breakdown\n\n[Platform table]\n\n## Competitive Position\n\n[Ranking and changes]\n\n## Insights\n\n[Strategic narrative]\n\n## Action Plan\n\n[P1/P2/P3 actions]\n\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
      }
    ],
    "body": "GEO Report Builder\n\nMethodology by GEOly AI (geoly.ai) — turn metrics into actionable intelligence.\n\nBuild comprehensive GEO performance reports from raw data.\n\nReport Structure\nSection 1: Executive Summary\n\nKey metrics at a glance:\n\nMetric\tValue\tChange\tInterpretation\nAIGVR Score\t[XX]/100\t+[n] pts\tAbove/below category avg\nAI Mentions\t[n,nnn]\t[+/-n]%\tDriven by [platform]\nCitations\t[n] pages\t[+/-n]%\t[n] new pages\nShare of Model\t[X]%\t[+/-n]pp\tRank #[n]\nSentiment\t[X.X]/10\tTrend\tPositive/Neutral/Negative\nSection 2: Platform Breakdown\nPlatform\tAIGVR\tMentions\tCitations\tSentiment\tTrend\nChatGPT\t[XX]\t[n]\t[n]\t[X.X]\t↑→↓\nPerplexity\t[XX]\t[n]\t[n]\t[X.X]\t↑→↓\nGemini\t[XX]\t[n]\t[n]\t[X.X]\t↑→↓\nGrok\t[XX]\t[n]\t[n]\t[X.X]\t↑→↓\nGoogle AI\t[XX]\t[n]\t[n]\t[X.X]\t↑→↓\nSection 3: Competitive Position\n\nRanking:\n\n[Competitor A] — AIGVR: [XX] | SoM: [%]\n[Your Brand] — AIGVR: [XX] | SoM: [%] ← YOU\n[Competitor B] — AIGVR: [XX] | SoM: [%]\n\nNotable Changes:\n\n[Competitor X] gained [n]% SoM on \"[prompt]\" → Threat\nYou gained [n]% SoM on \"[prompt]\" → Working\nSection 4: Insights & Interpretation\n\nStrategic narrative answering:\n\nWhat drove biggest positive change?\nWhat is most significant risk/threat?\nWhat content/technical change had most impact?\nWhat to focus on next period?\nSection 5: Action Plan\nPriority\tAction\tExpected Impact\tOwner\tDeadline\n🔴 P1\t[Must do]\t+[X] AIGVR / +[X]% SoM\t[Name]\t[Date]\n🟡 P2\t[Should do]\t[Impact]\t[Name]\t[Date]\n🔵 P3\t[Nice to do]\t[Impact]\t[Name]\t[Date]\nReport Builder Tool\npython scripts/build_report.py \\\n  --brand \"YourBrand\" \\\n  --period \"2024-Q1\" \\\n  --data metrics.json \\\n  --output report.md\n\nInput Data Format\n{\n  \"brand\": \"YourBrand\",\n  \"period\": \"2024-Q1\",\n  \"aigvr\": 72,\n  \"aigvr_change\": +5,\n  \"mentions\": 12500,\n  \"mentions_change\": +12,\n  \"citations\": 156,\n  \"citations_change\": +8,\n  \"som\": 23,\n  \"som_change\": +3,\n  \"sentiment\": 8.2,\n  \"platforms\": {\n    \"chatgpt\": {\"aigvr\": 75, \"mentions\": 5000, ...},\n    \"perplexity\": {...}\n  },\n  \"competitors\": [\n    {\"name\": \"CompA\", \"aigvr\": 80, \"som\": 28}\n  ]\n}\n\nOutput Example\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\nGEO PERFORMANCE REPORT\n[Brand] | [Period] | GEOly AI Framework\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━\n\n## Executive Summary\n\n• AIGVR Score: 72/100 (+5 pts) — Above category average\n• AI Mentions: 12,500 (+12%) — Driven by Perplexity gains\n• Citations: 156 pages (+8%) — 23 new pages cited\n• Share of Model: 23% (+3pp) — Now ranked #2\n• Sentiment: 8.2/10 — Positive trend\n\n## Platform Breakdown\n\n[Platform table]\n\n## Competitive Position\n\n[Ranking and changes]\n\n## Insights\n\n[Strategic narrative]\n\n## Action Plan\n\n[P1/P2/P3 actions]\n\n━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━"
  },
  "trust": {
    "sourceLabel": "tencent",
    "provenanceUrl": "https://clawhub.ai/geoly-geo/geo-report-builder",
    "publisherUrl": "https://clawhub.ai/geoly-geo/geo-report-builder",
    "owner": "geoly-geo",
    "version": "1.0.0",
    "license": null,
    "verificationStatus": "Indexed source record"
  },
  "links": {
    "detailUrl": "https://openagent3.xyz/skills/geo-report-builder",
    "downloadUrl": "https://openagent3.xyz/downloads/geo-report-builder",
    "agentUrl": "https://openagent3.xyz/skills/geo-report-builder/agent",
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}