{ "schemaVersion": "1.0", "item": { "slug": "geo-prompt-researcher", "name": "AI Prompt Researcher", "source": "tencent", "type": "skill", "category": "开发工具", "sourceUrl": "https://clawhub.ai/geoly-geo/geo-prompt-researcher", "canonicalUrl": "https://clawhub.ai/geoly-geo/geo-prompt-researcher", "targetPlatform": "OpenClaw" }, "install": { "downloadMode": "redirect", "downloadUrl": "/downloads/geo-prompt-researcher", "sourceDownloadUrl": "https://wry-manatee-359.convex.site/api/v1/download?slug=geo-prompt-researcher", "sourcePlatform": "tencent", "targetPlatform": "OpenClaw", "installMethod": "Manual import", "extraction": "Extract archive", "prerequisites": [ "OpenClaw" ], "packageFormat": "ZIP package", "includedAssets": [ "SKILL.md", "scripts/research_prompts.py", "references/examples.md", "references/prompt-templates.md", "references/platform-guide.md", "references/prompt-taxonomy.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. 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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 Prompt Researcher", "body": "Methodology by GEOly AI (geoly.ai) — in AI search, prompts are the new keywords.\n\nResearch and generate AI search prompts that your target audience uses when seeking products, services, or information in your category." }, { "title": "Quick Start", "body": "Generate a prompt research report:\n\npython scripts/research_prompts.py --category \"\" --brand \"\" --output report.md\n\nExample:\n\npython scripts/research_prompts.py --category \"project management software\" \\\n --brand \"Asana\" \\\n --competitors \"Monday.com,Notion,Trello\" \\\n --output asana-prompts.md" }, { "title": "Why Prompt Research Matters", "body": "In traditional SEO, we optimize for keywords. In AI search (GEO), we optimize for prompts.\n\nKey differences:\n\nKeywords: Short, fragmented (best crm)\nPrompts: Natural language questions (what's the best CRM for a 10-person sales team?)\n\nUnderstanding the prompts your audience uses helps you:\n\nCreate content that answers those specific questions\nMonitor brand visibility across AI platforms\nIdentify content gaps vs. competitors" }, { "title": "The 5 Prompt Types", "body": "TypePatternExampleDiscovery\"best [category] for [use case]\"\"best GEO tool for e-commerce brands\"Comparison\"[brand A] vs [brand B]\"\"Notion vs Asana for project management\"How-To\"how to [achieve outcome]\"\"how to get my brand mentioned by ChatGPT\"Definition\"what is [term/concept]\"\"what is Share of Model in AI search\"Recommendation\"recommend a [product] for [need]\"\"recommend a CRM for real estate agents\"\n\nFull taxonomy: See references/prompt-taxonomy.md" }, { "title": "Step 1: Gather Context", "body": "Collect from user:\n\nBrand name: Your company/product\nCategory: Industry/product category\nTarget audience: Who buys your product\nCore use cases: Primary jobs-to-be-done\nCompetitors: 3-5 main alternatives\nKey features: Differentiating capabilities" }, { "title": "Step 2: Generate Prompts", "body": "Create prompts across 4 awareness stages:\n\nStageUser MindsetExample PromptsProblem-aware\"I have a problem\"\"how to manage remote teams\", \"why are projects always late\"Solution-aware\"I need a solution\"\"best project management software\", \"tools for team collaboration\"Product-aware\"I'm considering options\"\"Asana vs Monday.com\", \"Notion for project management\"Brand-aware\"I know about you\"\"Asana pricing\", \"does Asana have time tracking\"" }, { "title": "Step 3: Score & Prioritize", "body": "Each prompt gets scored on:\n\nDimensionScaleFactorsIntentInfo → CommercialLikelihood to convertVolumeLow → HighEstimated query frequencyCompetitionLow → HighDifficulty to rankValueLow → HighBusiness impact if won\n\nPriority tiers:\n\n🔴 High: Commercial intent + high value\n🟡 Medium: Mixed intent + moderate value\n🔵 Low: Informational + awareness building" }, { "title": "Step 4: Cluster by Theme", "body": "Group related prompts into clusters:\n\nPricing Cluster\n├── \"asana pricing\"\n├── \"asana vs monday.com cost\"\n├── \"is asana free\"\n└── \"asana enterprise pricing\"\n\nIntegration Cluster\n├── \"asana slack integration\"\n├── \"asana google calendar sync\"\n└── \"asana api documentation\"" }, { "title": "Research Report Structure", "body": "# AI Prompt Research Report\n\n**Brand**: [Name] \n**Category**: [Industry] \n**Date**: [YYYY-MM-DD]\n\n## Executive Summary\n\n- Total prompts researched: [N]\n- High priority: [N]\n- Medium priority: [N]\n- Low priority: [N]\n- Topic clusters: [N]\n\n## 🔴 High Priority Prompts\n\n| # | Prompt | Type | Intent | Best Platform |\n|---|--------|------|--------|---------------|\n| 1 | \"best [category] for [use case]\" | Discovery | Commercial | ChatGPT, Perplexity |\n| 2 | \"[brand] vs [competitor]\" | Comparison | Commercial | Perplexity, Gemini |\n\n## 🟡 Medium Priority Prompts\n\n[Table of informational/commercial mixed prompts]\n\n## 🔵 Low Priority Prompts\n\n[List of awareness-stage prompts]\n\n## Topic Clusters\n\n### Cluster: [Theme]\n- [Prompt 1]\n- [Prompt 2]\n- ...\n\n### Cluster: [Theme]\n...\n\n## Platform-Specific Insights\n\n### ChatGPT\n- Prompt types that perform well: [list]\n- Content format preferences: [description]\n\n### Perplexity\n- Prompt types that perform well: [list]\n- Citation behavior: [description]\n\n### Gemini\n- Prompt types that perform well: [list]\n- Unique characteristics: [description]\n\n## Recommended Actions\n\n1. [Action item 1]\n2. [Action item 2]\n3. [Action item 3]\n\n## Monitoring Setup\n\nAdd these prompts to your GEO monitoring dashboard:\n- [Tool recommendation]\n- [Tracking methodology]" }, { "title": "Competitor Prompt Analysis", "body": "Research what prompts mention competitors but not you:\n\npython scripts/competitor_prompts.py --brand \"YourBrand\" \\\n --competitors \"CompetitorA,CompetitorB\" \\\n --category \"your category\"" }, { "title": "Trending Prompts", "body": "Identify emerging prompt patterns:\n\npython scripts/trending_prompts.py --category \"your category\" --days 30" }, { "title": "Prompt Monitoring", "body": "Set up ongoing monitoring:\n\npython scripts/monitor_prompts.py --prompts-file prompts.json --frequency weekly" }, { "title": "Tools & Resources", "body": "Google \"People also ask\": Real user questions\nAnswerThePublic: Query visualization\nAlsoAsked: PAA expansion\nPerplexity: Test how prompts are answered\nChatGPT: Explore prompt variations" }, { "title": "See Also", "body": "Prompt taxonomy: references/prompt-taxonomy.md\nPlatform differences: references/platform-guide.md\nPrompt templates: references/prompt-templates.md\nResearch examples: references/examples.md" } ], "body": "AI Prompt Researcher\n\nMethodology by GEOly AI (geoly.ai) — in AI search, prompts are the new keywords.\n\nResearch and generate AI search prompts that your target audience uses when seeking products, services, or information in your category.\n\nQuick Start\n\nGenerate a prompt research report:\n\npython scripts/research_prompts.py --category \"\" --brand \"\" --output report.md\n\n\nExample:\n\npython scripts/research_prompts.py --category \"project management software\" \\\n --brand \"Asana\" \\\n --competitors \"Monday.com,Notion,Trello\" \\\n --output asana-prompts.md\n\nWhy Prompt Research Matters\n\nIn traditional SEO, we optimize for keywords. In AI search (GEO), we optimize for prompts.\n\nKey differences:\n\nKeywords: Short, fragmented (best crm)\nPrompts: Natural language questions (what's the best CRM for a 10-person sales team?)\n\nUnderstanding the prompts your audience uses helps you:\n\nCreate content that answers those specific questions\nMonitor brand visibility across AI platforms\nIdentify content gaps vs. competitors\nThe 5 Prompt Types\nType\tPattern\tExample\nDiscovery\t\"best [category] for [use case]\"\t\"best GEO tool for e-commerce brands\"\nComparison\t\"[brand A] vs [brand B]\"\t\"Notion vs Asana for project management\"\nHow-To\t\"how to [achieve outcome]\"\t\"how to get my brand mentioned by ChatGPT\"\nDefinition\t\"what is [term/concept]\"\t\"what is Share of Model in AI search\"\nRecommendation\t\"recommend a [product] for [need]\"\t\"recommend a CRM for real estate agents\"\n\nFull taxonomy: See references/prompt-taxonomy.md\n\nResearch Methodology\nStep 1: Gather Context\n\nCollect from user:\n\nBrand name: Your company/product\nCategory: Industry/product category\nTarget audience: Who buys your product\nCore use cases: Primary jobs-to-be-done\nCompetitors: 3-5 main alternatives\nKey features: Differentiating capabilities\nStep 2: Generate Prompts\n\nCreate prompts across 4 awareness stages:\n\nStage\tUser Mindset\tExample Prompts\nProblem-aware\t\"I have a problem\"\t\"how to manage remote teams\", \"why are projects always late\"\nSolution-aware\t\"I need a solution\"\t\"best project management software\", \"tools for team collaboration\"\nProduct-aware\t\"I'm considering options\"\t\"Asana vs Monday.com\", \"Notion for project management\"\nBrand-aware\t\"I know about you\"\t\"Asana pricing\", \"does Asana have time tracking\"\nStep 3: Score & Prioritize\n\nEach prompt gets scored on:\n\nDimension\tScale\tFactors\nIntent\tInfo → Commercial\tLikelihood to convert\nVolume\tLow → High\tEstimated query frequency\nCompetition\tLow → High\tDifficulty to rank\nValue\tLow → High\tBusiness impact if won\n\nPriority tiers:\n\n🔴 High: Commercial intent + high value\n🟡 Medium: Mixed intent + moderate value\n🔵 Low: Informational + awareness building\nStep 4: Cluster by Theme\n\nGroup related prompts into clusters:\n\nPricing Cluster\n├── \"asana pricing\"\n├── \"asana vs monday.com cost\"\n├── \"is asana free\"\n└── \"asana enterprise pricing\"\n\nIntegration Cluster\n├── \"asana slack integration\"\n├── \"asana google calendar sync\"\n└── \"asana api documentation\"\n\nOutput Format\nResearch Report Structure\n# AI Prompt Research Report\n\n**Brand**: [Name] \n**Category**: [Industry] \n**Date**: [YYYY-MM-DD]\n\n## Executive Summary\n\n- Total prompts researched: [N]\n- High priority: [N]\n- Medium priority: [N]\n- Low priority: [N]\n- Topic clusters: [N]\n\n## 🔴 High Priority Prompts\n\n| # | Prompt | Type | Intent | Best Platform |\n|---|--------|------|--------|---------------|\n| 1 | \"best [category] for [use case]\" | Discovery | Commercial | ChatGPT, Perplexity |\n| 2 | \"[brand] vs [competitor]\" | Comparison | Commercial | Perplexity, Gemini |\n\n## 🟡 Medium Priority Prompts\n\n[Table of informational/commercial mixed prompts]\n\n## 🔵 Low Priority Prompts\n\n[List of awareness-stage prompts]\n\n## Topic Clusters\n\n### Cluster: [Theme]\n- [Prompt 1]\n- [Prompt 2]\n- ...\n\n### Cluster: [Theme]\n...\n\n## Platform-Specific Insights\n\n### ChatGPT\n- Prompt types that perform well: [list]\n- Content format preferences: [description]\n\n### Perplexity\n- Prompt types that perform well: [list]\n- Citation behavior: [description]\n\n### Gemini\n- Prompt types that perform well: [list]\n- Unique characteristics: [description]\n\n## Recommended Actions\n\n1. [Action item 1]\n2. [Action item 2]\n3. [Action item 3]\n\n## Monitoring Setup\n\nAdd these prompts to your GEO monitoring dashboard:\n- [Tool recommendation]\n- [Tracking methodology]\n\nAdvanced Usage\nCompetitor Prompt Analysis\n\nResearch what prompts mention competitors but not you:\n\npython scripts/competitor_prompts.py --brand \"YourBrand\" \\\n --competitors \"CompetitorA,CompetitorB\" \\\n --category \"your category\"\n\nTrending Prompts\n\nIdentify emerging prompt patterns:\n\npython scripts/trending_prompts.py --category \"your category\" --days 30\n\nPrompt Monitoring\n\nSet up ongoing monitoring:\n\npython scripts/monitor_prompts.py --prompts-file prompts.json --frequency weekly\n\nTools & Resources\nGoogle \"People also ask\": Real user questions\nAnswerThePublic: Query visualization\nAlsoAsked: PAA expansion\nPerplexity: Test how prompts are answered\nChatGPT: Explore prompt variations\nSee Also\nPrompt taxonomy: references/prompt-taxonomy.md\nPlatform differences: references/platform-guide.md\nPrompt templates: references/prompt-templates.md\nResearch examples: references/examples.md" }, "trust": { "sourceLabel": "tencent", "provenanceUrl": "https://clawhub.ai/geoly-geo/geo-prompt-researcher", "publisherUrl": "https://clawhub.ai/geoly-geo/geo-prompt-researcher", "owner": "geoly-geo", "version": "1.0.1", "license": null, "verificationStatus": "Indexed source record" }, "links": { "detailUrl": "https://openagent3.xyz/skills/geo-prompt-researcher", "downloadUrl": "https://openagent3.xyz/downloads/geo-prompt-researcher", "agentUrl": "https://openagent3.xyz/skills/geo-prompt-researcher/agent", "manifestUrl": "https://openagent3.xyz/skills/geo-prompt-researcher/agent.json", "briefUrl": "https://openagent3.xyz/skills/geo-prompt-researcher/agent.md" } }