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Essential for starting any SEO or GEO content strategy.","kbarbel640-del\u002Fskills","kbarbel640-del","https:\u002F\u002Favatars.githubusercontent.com\u002Fu\u002F255315490?v=4","01M6CJPPQGCCESXMG3K7BBGQ5J","01M6CJPPX2PB2BCZERFVM2C2B3",1,"MIT","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Faaron-he-zhu\u002Fkeyword-research\u002FSKILL.md",[17],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000021","资料检索与研究","SCENARIO","使用场景",[23,24,25,26,27,28,29,30,31,32,33],"research","keyword research","assessment","search","content","seo","analysis","content strategy","strategy","geo","intent","2026-11-10 10:12:30",false,"---\nname: keyword-research\ndescription: Discovers high-value keywords with search intent analysis, difficulty assessment, and content opportunity mapping. Essential for starting any SEO or GEO content strategy.\n---\n\n# Keyword Research\n\nThis skill helps you discover, analyze, and prioritize keywords for SEO and GEO content strategies. It identifies high-value opportunities based on search volume, competition, intent, and business relevance.\n\n## When to Use This Skill\n\n- Starting a new content strategy or campaign\n- Expanding into new topics or markets\n- Finding keywords for a specific product or service\n- Identifying long-tail keyword opportunities\n- Understanding search intent for your industry\n- Planning content calendars\n- Researching keywords for GEO optimization\n\n## What This Skill Does\n\n1. **Keyword Discovery**: Generates comprehensive keyword lists from seed terms\n2. **Intent Classification**: Categorizes keywords by user intent (informational, navigational, commercial, transactional)\n3. **Difficulty Assessment**: Evaluates competition level and ranking difficulty\n4. **Opportunity Scoring**: Prioritizes keywords by potential ROI\n5. **Clustering**: Groups related keywords into topic clusters\n6. **GEO Relevance**: Identifies keywords likely to trigger AI responses\n\n## How to Use\n\n### Basic Keyword Research\n\n```\nResearch keywords for [topic\u002Fproduct\u002Fservice]\n```\n\n```\nFind keyword opportunities for a [industry] business targeting [audience]\n```\n\n### With Specific Goals\n\n```\nFind low-competition keywords for [topic] with commercial intent\n```\n\n```\nIdentify question-based keywords for [topic] that AI systems might answer\n```\n\n### Competitive Research\n\n```\nWhat keywords is [competitor URL] ranking for that I should target?\n```\n\n## Data Sources\n\n> See [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md) for tool category placeholders.\n\n**With ~~SEO tool + ~~search console connected:**\nAutomatically pull historical search volume data, keyword difficulty scores, SERP analysis, current rankings from ~~search console, and competitor keyword overlap. The skill will fetch seed keyword metrics, related keyword suggestions, and search trend data.\n\n**With manual data only:**\nAsk the user to provide:\n1. Seed keywords or topic description\n2. Target audience and geographic location\n3. Business goals (traffic, leads, sales)\n4. Current domain authority (if known) or site age\n5. Any known keyword performance data or search volume estimates\n\nProceed with the full analysis using provided data. Note in the output which metrics are from automated collection vs. user-provided data.\n\n## Instructions\n\nWhen a user requests keyword research:\n\n1. **Understand the Context**\n\n   Ask clarifying questions if not provided:\n   - What is your product\u002Fservice\u002Ftopic?\n   - Who is your target audience?\n   - What is your business goal? (traffic, leads, sales)\n   - What is your current domain authority? (new site, established, etc.)\n   - Any specific geographic targeting?\n   - Preferred language?\n\n2. **Generate Seed Keywords**\n\n   Start with:\n   - Core product\u002Fservice terms\n   - Problem-focused keywords (what issues do you solve?)\n   - Solution-focused keywords (how do you help?)\n   - Audience-specific terms\n   - Industry terminology\n\n3. **Expand Keyword List**\n\n   For each seed keyword, generate variations:\n   \n   ```markdown\n   ## Keyword Expansion Patterns\n   \n   ### Modifiers\n   - Best [keyword]\n   - Top [keyword]\n   - [keyword] for [audience]\n   - [keyword] near me\n   - [keyword] [year]\n   - How to [keyword]\n   - What is [keyword]\n   - [keyword] vs [alternative]\n   - [keyword] examples\n   - [keyword] tools\n   \n   ### Long-tail Variations\n   - [keyword] for beginners\n   - [keyword] for small business\n   - Free [keyword]\n   - [keyword] software\u002Ftool\u002Fservice\n   - [keyword] template\n   - [keyword] checklist\n   - [keyword] guide\n   ```\n\n4. **Classify Search Intent**\n\n   Categorize each keyword:\n\n   | Intent | Signals | Example | Content Type |\n   |--------|---------|---------|--------------|\n   | Informational | what, how, why, guide, learn | \"what is SEO\" | Blog posts, guides |\n   | Navigational | brand names, specific sites | \"google analytics login\" | Homepage, product pages |\n   | Commercial | best, review, vs, compare | \"best SEO tools 2024\" | Comparison posts, reviews |\n   | Transactional | buy, price, discount, order | \"buy SEO software\" | Product pages, pricing |\n\n5. **Assess Keyword Difficulty**\n\n   Score each keyword (1-100 scale):\n\n   ```markdown\n   ### Difficulty Factors\n   \n   **High Difficulty (70-100)**\n   - Major brands ranking\n   - High domain authority competitors\n   - Established content (1000+ backlinks)\n   - Paid ads dominating SERP\n   \n   **Medium Difficulty (40-69)**\n   - Mix of authority and niche sites\n   - Some opportunities for quality content\n   - Moderate backlink requirements\n   \n   **Low Difficulty (1-39)**\n   - Few authoritative competitors\n   - Thin or outdated content ranking\n   - Long-tail variations\n   - New or emerging topics\n   ```\n\n6. **Calculate Opportunity Score**\n\n   Formula: `Opportunity = (Volume × Intent Value) \u002F Difficulty`\n\n   ```markdown\n   ### Opportunity Matrix\n   \n   | Scenario | Volume | Difficulty | Intent | Priority |\n   |----------|--------|------------|--------|----------|\n   | Quick Win | Low-Med | Low | High | ⭐⭐⭐⭐⭐ |\n   | Growth | High | Medium | High | ⭐⭐⭐⭐ |\n   | Long-term | High | High | High | ⭐⭐⭐ |\n   | Research | Low | Low | Low | ⭐⭐ |\n   ```\n\n7. **Identify GEO Opportunities**\n\n   Keywords likely to trigger AI responses:\n   \n   ```markdown\n   ### GEO-Relevant Keywords\n   \n   **High GEO Potential**\n   - Question formats: \"What is...\", \"How does...\", \"Why is...\"\n   - Definition queries: \"[term] meaning\", \"[term] definition\"\n   - Comparison queries: \"[A] vs [B]\", \"difference between...\"\n   - List queries: \"best [category]\", \"top [number] [items]\"\n   - How-to queries: \"how to [action]\", \"steps to [goal]\"\n   \n   **AI Answer Indicators**\n   - Query is factual\u002Fdefinitional\n   - Answer can be summarized concisely\n   - Topic is well-documented online\n   - Low commercial intent\n   ```\n\n8. **Create Topic Clusters**\n\n   Group keywords into content clusters:\n\n   ```markdown\n   ## Topic Cluster: [Main Topic]\n   \n   **Pillar Content**: [Primary keyword]\n   - Search volume: [X]\n   - Difficulty: [X]\n   - Content type: Comprehensive guide\n   \n   **Cluster Content**:\n   \n   ### Sub-topic 1: [Secondary keyword]\n   - Volume: [X]\n   - Difficulty: [X]\n   - Links to: Pillar\n   - Content type: [Blog post\u002FTutorial\u002Fetc.]\n   \n   ### Sub-topic 2: [Secondary keyword]\n   - Volume: [X]\n   - Difficulty: [X]\n   - Links to: Pillar + Sub-topic 1\n   - Content type: [Blog post\u002FTutorial\u002Fetc.]\n   \n   [Continue for all cluster keywords...]\n   ```\n\n9. **Generate Output Report**\n\n   ```markdown\n   # Keyword Research Report: [Topic]\n   \n   **Generated**: [Date]\n   **Target Audience**: [Audience]\n   **Business Goal**: [Goal]\n   \n   ## Executive Summary\n   \n   - Total keywords analyzed: [X]\n   - High-priority opportunities: [X]\n   - Estimated traffic potential: [X]\u002Fmonth\n   - Recommended focus areas: [List]\n   \n   ## Top Keyword Opportunities\n   \n   ### Quick Wins (Low difficulty, High value)\n   \n   | Keyword | Volume | Difficulty | Intent | Score |\n   |---------|--------|------------|--------|-------|\n   | [keyword 1] | [X] | [X] | [type] | [X] |\n   | [keyword 2] | [X] | [X] | [type] | [X] |\n   \n   ### Growth Keywords (Medium difficulty, High volume)\n   \n   | Keyword | Volume | Difficulty | Intent | Score |\n   |---------|--------|------------|--------|-------|\n   | [keyword 1] | [X] | [X] | [type] | [X] |\n   \n   ### GEO Opportunities (AI-citation potential)\n   \n   | Keyword | Type | AI Potential | Recommended Format |\n   |---------|------|--------------|-------------------|\n   | [keyword 1] | Question | High | Q&A section |\n   | [keyword 2] | Definition | High | Clear definition |\n   \n   ## Topic Clusters\n   \n   [Include cluster maps]\n   \n   ## Content Calendar Recommendations\n   \n   | Month | Content | Target Keyword | Type |\n   |-------|---------|----------------|------|\n   | [Month] | [Title] | [Keyword] | [Type] |\n   \n   ## Next Steps\n\n   1. [Action item 1]\n   2. [Action item 2]\n   3. [Action item 3]\n   ```\n\n## Validation Checkpoints\n\n### Input Validation\n- [ ] Seed keywords or topic description clearly provided\n- [ ] Target audience and business goals specified\n- [ ] Geographic and language targeting confirmed\n- [ ] Domain authority or site maturity level established\n\n### Output Validation\n- [ ] Every recommendation cites specific data points (not generic advice)\n- [ ] Search volume and difficulty scores included for each keyword\n- [ ] Keywords grouped by intent and mapped to content types\n- [ ] Topic clusters show clear pillar-to-cluster relationships\n- [ ] Source of each data point clearly stated (~~SEO tool data, user-provided, or estimated)\n\n## Example\n\n**User**: \"Research keywords for a project management software company targeting small businesses\"\n\n**Output**:\n\n```markdown\n# Keyword Research Report: Project Management Software\n\n**Generated**: December 2024\n**Target Audience**: Small business owners and teams\n**Business Goal**: Software signups and trials\n\n## Executive Summary\n\n- Total keywords analyzed: 150+\n- High-priority opportunities: 23\n- Estimated traffic potential: 45,000\u002Fmonth\n- Recommended focus areas: \n  - Task management workflows\n  - Team collaboration\n  - Small business productivity\n\n## Top Keyword Opportunities\n\n### Quick Wins (Priority: Immediate)\n\n| Keyword | Volume | Difficulty | Intent | Score |\n|---------|--------|------------|--------|-------|\n| project management for small teams | 1,200 | 28 | Commercial | 92 |\n| simple task management software | 890 | 25 | Commercial | 89 |\n| best free project management tool | 2,400 | 35 | Commercial | 85 |\n| how to manage remote team projects | 720 | 22 | Informational | 82 |\n| project tracking spreadsheet alternative | 480 | 18 | Commercial | 80 |\n\n### Growth Keywords (Priority: 3-6 months)\n\n| Keyword | Volume | Difficulty | Intent | Score |\n|---------|--------|------------|--------|-------|\n| project management software | 18,000 | 72 | Commercial | 65 |\n| best project management tools 2024 | 8,500 | 65 | Commercial | 62 |\n| project management app | 12,000 | 68 | Commercial | 58 |\n\n### GEO Opportunities (AI-citation potential)\n\n| Keyword | Type | AI Potential | Recommended Format |\n|---------|------|--------------|-------------------|\n| what is project management | Definition | ⭐⭐⭐⭐⭐ | Clear definition + methodology |\n| agile vs waterfall | Comparison | ⭐⭐⭐⭐⭐ | Side-by-side comparison table |\n| project management methodologies | List | ⭐⭐⭐⭐ | Comprehensive list with pros\u002Fcons |\n| how to create a project plan | How-to | ⭐⭐⭐⭐ | Step-by-step guide |\n| project management best practices | List | ⭐⭐⭐⭐ | Numbered best practices |\n\n## Topic Clusters\n\n### Cluster 1: Project Management Fundamentals\n\n**Pillar**: \"Complete Guide to Project Management\" (8,500 volume)\n\nCluster articles:\n1. What is project management? (2,200 volume)\n2. Project management methodologies explained (1,800 volume)\n3. How to create a project plan (1,400 volume)\n4. Project management best practices (1,200 volume)\n5. Project management roles and responsibilities (890 volume)\n\n### Cluster 2: Team Collaboration\n\n**Pillar**: \"Team Collaboration Tools Guide\" (4,200 volume)\n\nCluster articles:\n1. How to improve team communication (1,600 volume)\n2. Remote team management tips (1,400 volume)\n3. Best practices for distributed teams (920 volume)\n4. Team productivity tools comparison (780 volume)\n\n## Content Calendar Recommendations\n\n| Month | Content | Target Keyword | Type |\n|-------|---------|----------------|------|\n| Week 1 | Simple Task Management Guide | simple task management software | Blog + Demo |\n| Week 2 | Project Management for Small Teams | project management for small teams | Pillar Page |\n| Week 3 | Agile vs Waterfall: Complete Comparison | agile vs waterfall | Comparison |\n| Week 4 | Free PM Tools Roundup | best free project management tool | Listicle |\n\n## Next Steps\n\n1. **Immediate**: Create landing pages for top 5 quick-win keywords\n2. **Week 1-2**: Write pillar content for \"Project Management Fundamentals\"\n3. **Week 3-4**: Build out cluster content with internal linking\n4. **Ongoing**: Track rankings and adjust strategy based on performance\n```\n\n## Advanced Features\n\n### Intent Mapping\n\n```\nMap all keywords for [topic] by search intent and funnel stage\n```\n\n### Seasonal Analysis\n\n```\nIdentify seasonal keyword trends for [industry]\n```\n\n### Competitor Gap\n\n```\nWhat keywords do [competitor 1], [competitor 2], [competitor 3] rank for \nthat I'm missing?\n```\n\n### Local Keywords\n\n```\nResearch local keywords for [business type] in [city\u002Fregion]\n```\n\n## Tips for Success\n\n1. **Start with seed keywords** that describe your core offering\n2. **Don't ignore long-tail** - they often have highest conversion rates\n3. **Match content to intent** - informational queries need guides, not sales pages\n4. **Group into clusters** for topical authority\n5. **Prioritize quick wins** to build momentum and credibility\n6. **Include GEO keywords** in your strategy for AI visibility\n7. **Review quarterly** - keyword dynamics change over time\n\n## Related Skills\n\n- [competitor-analysis](..\u002Fcompetitor-analysis\u002F) - See what keywords competitors rank for\n- [content-gap-analysis](..\u002Fcontent-gap-analysis\u002F) - Find missing keyword opportunities\n- [seo-content-writer](..\u002F..\u002Fbuild\u002Fseo-content-writer\u002F) - Create content for target keywords\n- [geo-content-optimizer](..\u002F..\u002Fbuild\u002Fgeo-content-optimizer\u002F) - Optimize for AI citations\n- [memory-management](..\u002F..\u002Fcross-cutting\u002Fmemory-management\u002F) - Store keyword data in project memory\n\n","# Keyword Research\n\nThis skill helps you discover, analyze, and prioritize keywords for SEO and GEO content strategies. It identifies high-value opportunities based on search volume, competition, intent, and business relevance.\n\n## When to Use This Skill\n\n- Starting a new content strategy or campaign\n- Expanding into new topics or markets\n- Finding keywords for a specific product or service\n- Identifying long-tail keyword opportunities\n- Understanding search intent for your industry\n- Planning content calendars\n- Researching keywords for GEO optimization\n\n## What This Skill Does\n\n1. **Keyword Discovery**: Generates comprehensive keyword lists from seed terms\n2. **Intent Classification**: Categorizes keywords by user intent (informational, navigational, commercial, transactional)\n3. **Difficulty Assessment**: Evaluates competition level and ranking difficulty\n4. **Opportunity Scoring**: Prioritizes keywords by potential ROI\n5. **Clustering**: Groups related keywords into topic clusters\n6. **GEO Relevance**: Identifies keywords likely to trigger AI responses\n\n## How to Use\n\n### Basic Keyword Research\n\n```\nResearch keywords for [topic\u002Fproduct\u002Fservice]\n```\n\n```\nFind keyword opportunities for a [industry] business targeting [audience]\n```\n\n### With Specific Goals\n\n```\nFind low-competition keywords for [topic] with commercial intent\n```\n\n```\nIdentify question-based keywords for [topic] that AI systems might answer\n```\n\n### Competitive Research\n\n```\nWhat keywords is [competitor URL] ranking for that I should target?\n```\n\n## Data Sources\n\n> See [CONNECTORS.md](..\u002F..\u002FCONNECTORS.md) for tool category placeholders.\n\n**With ~~SEO tool + ~~search console connected:**\nAutomatically pull historical search volume data, keyword difficulty scores, SERP analysis, current rankings from ~~search console, and competitor keyword overlap. The skill will fetch seed keyword metrics, related keyword suggestions, and search trend data.\n\n**With manual data only:**\nAsk the user to provide:\n1. Seed keywords or topic description\n2. Target audience and geographic location\n3. Business goals (traffic, leads, sales)\n4. Current domain authority (if known) or site age\n5. Any known keyword performance data or search volume estimates\n\nProceed with the full analysis using provided data. Note in the output which metrics are from automated collection vs. user-provided data.\n\n## Instructions\n\nWhen a user requests keyword research:\n\n1. **Understand the Context**\n\n   Ask clarifying questions if not provided:\n   - What is your product\u002Fservice\u002Ftopic?\n   - Who is your target audience?\n   - What is your business goal? (traffic, leads, sales)\n   - What is your current domain authority? (new site, established, etc.)\n   - Any specific geographic targeting?\n   - Preferred language?\n\n2. **Generate Seed Keywords**\n\n   Start with:\n   - Core product\u002Fservice terms\n   - Problem-focused keywords (what issues do you solve?)\n   - Solution-focused keywords (how do you help?)\n   - Audience-specific terms\n   - Industry terminology\n\n3. **Expand Keyword List**\n\n   For each seed keyword, generate variations:\n   \n   ```markdown\n   ## Keyword Expansion Patterns\n   \n   ### Modifiers\n   - Best [keyword]\n   - Top [keyword]\n   - [keyword] for [audience]\n   - [keyword] near me\n   - [keyword] [year]\n   - How to [keyword]\n   - What is [keyword]\n   - [keyword] vs [alternative]\n   - [keyword] examples\n   - [keyword] tools\n   \n   ### Long-tail Variations\n   - [keyword] for beginners\n   - [keyword] for small business\n   - Free [keyword]\n   - [keyword] software\u002Ftool\u002Fservice\n   - [keyword] template\n   - [keyword] checklist\n   - [keyword] guide\n   ```\n\n4. **Classify Search Intent**\n\n   Categorize each keyword:\n\n   | Intent | Signals | Example | Content Type |\n   |--------|---------|---------|--------------|\n   | Informational | what, how, why, guide, learn | \"what is SEO\" | Blog posts, guides |\n   | Navigational | brand names, specific sites | \"google analytics login\" | Homepage, product pages |\n   | Commercial | best, review, vs, compare | \"best SEO tools 2024\" | Comparison posts, reviews |\n   | Transactional | buy, price, discount, order | \"buy SEO software\" | Product pages, pricing |\n\n5. **Assess Keyword Difficulty**\n\n   Score each keyword (1-100 scale):\n\n   ```markdown\n   ### Difficulty Factors\n   \n   **High Difficulty (70-100)**\n   - Major brands ranking\n   - High domain authority competitors\n   - Established content (1000+ backlinks)\n   - Paid ads dominating SERP\n   \n   **Medium Difficulty (40-69)**\n   - Mix of authority and niche sites\n   - Some opportunities for quality content\n   - Moderate backlink requirements\n   \n   **Low Difficulty (1-39)**\n   - Few authoritative competitors\n   - Thin or outdated content ranking\n   - Long-tail variations\n   - New or emerging topics\n   ```\n\n6. **Calculate Opportunity Score**\n\n   Formula: `Opportunity = (Volume × Intent Value) \u002F Difficulty`\n\n   ```markdown\n   ### Opportunity Matrix\n   \n   | Scenario | Volume | Difficulty | Intent | Priority |\n   |----------|--------|------------|--------|----------|\n   | Quick Win | Low-Med | Low | High | ⭐⭐⭐⭐⭐ |\n   | Growth | High | Medium | High | ⭐⭐⭐⭐ |\n   | Long-term | High | High | High | ⭐⭐⭐ |\n   | Research | Low | Low | Low | ⭐⭐ |\n   ```\n\n7. **Identify GEO Opportunities**\n\n   Keywords likely to trigger AI responses:\n   \n   ```markdown\n   ### GEO-Relevant Keywords\n   \n   **High GEO Potential**\n   - Question formats: \"What is...\", \"How does...\", \"Why is...\"\n   - Definition queries: \"[term] meaning\", \"[term] definition\"\n   - Comparison queries: \"[A] vs [B]\", \"difference between...\"\n   - List queries: \"best [category]\", \"top [number] [items]\"\n   - How-to queries: \"how to [action]\", \"steps to [goal]\"\n   \n   **AI Answer Indicators**\n   - Query is factual\u002Fdefinitional\n   - Answer can be summarized concisely\n   - Topic is well-documented online\n   - Low commercial intent\n   ```\n\n8. **Create Topic Clusters**\n\n   Group keywords into content clusters:\n\n   ```markdown\n   ## Topic Cluster: [Main Topic]\n   \n   **Pillar Content**: [Primary keyword]\n   - Search volume: [X]\n   - Difficulty: [X]\n   - Content type: Comprehensive guide\n   \n   **Cluster Content**:\n   \n   ### Sub-topic 1: [Secondary keyword]\n   - Volume: [X]\n   - Difficulty: [X]\n   - Links to: Pillar\n   - Content type: [Blog post\u002FTutorial\u002Fetc.]\n   \n   ### Sub-topic 2: [Secondary keyword]\n   - Volume: [X]\n   - Difficulty: [X]\n   - Links to: Pillar + Sub-topic 1\n   - Content type: [Blog post\u002FTutorial\u002Fetc.]\n   \n   [Continue for all cluster keywords...]\n   ```\n\n9. **Generate Output Report**\n\n   ```markdown\n   # Keyword Research Report: [Topic]\n   \n   **Generated**: [Date]\n   **Target Audience**: [Audience]\n   **Business Goal**: [Goal]\n   \n   ## Executive Summary\n   \n   - Total keywords analyzed: [X]\n   - High-priority opportunities: [X]\n   - Estimated traffic potential: [X]\u002Fmonth\n   - Recommended focus areas: [List]\n   \n   ## Top Keyword Opportunities\n   \n   ### Quick Wins (Low difficulty, High value)\n   \n   | Keyword | Volume | Difficulty | Intent | Score |\n   |---------|--------|------------|--------|-------|\n   | [keyword 1] | [X] | [X] | [type] | [X] |\n   | [keyword 2] | [X] | [X] | [type] | [X] |\n   \n   ### Growth Keywords (Medium difficulty, High volume)\n   \n   | Keyword | Volume | Difficulty | Intent | Score |\n   |---------|--------|------------|--------|-------|\n   | [keyword 1] | [X] | [X] | [type] | [X] |\n   \n   ### GEO Opportunities (AI-citation potential)\n   \n   | Keyword | Type | AI Potential | Recommended Format |\n   |---------|------|--------------|-------------------|\n   | [keyword 1] | Question | High | Q&A section |\n   | [keyword 2] | Definition | High | Clear definition |\n   \n   ## Topic Clusters\n   \n   [Include cluster maps]\n   \n   ## Content Calendar Recommendations\n   \n   | Month | Content | Target Keyword | Type |\n   |-------|---------|----------------|------|\n   | [Month] | [Title] | [Keyword] | [Type] |\n   \n   ## Next Steps\n\n   1. [Action item 1]\n   2. [Action item 2]\n   3. [Action item 3]\n   ```\n\n## Validation Checkpoints\n\n### Input Validation\n- [ ] Seed keywords or topic description clearly provided\n- [ ] Target audience and business goals specified\n- [ ] Geographic and language targeting confirmed\n- [ ] Domain authority or site maturity level established\n\n### Output Validation\n- [ ] Every recommendation cites specific data points (not generic advice)\n- [ ] Search volume and difficulty scores included for each keyword\n- [ ] Keywords grouped by intent and mapped to content types\n- [ ] Topic clusters show clear pillar-to-cluster relationships\n- [ ] Source of each data point clearly stated (~~SEO tool data, user-provided, or estimated)\n\n## Example\n\n**User**: \"Research keywords for a project management software company targeting small businesses\"\n\n**Output**:\n\n```markdown\n# Keyword Research Report: Project Management Software\n\n**Generated**: December 2024\n**Target Audience**: Small business owners and teams\n**Business Goal**: Software signups and trials\n\n## Executive Summary\n\n- Total keywords analyzed: 150+\n- High-priority opportunities: 23\n- Estimated traffic potential: 45,000\u002Fmonth\n- Recommended focus areas: \n  - Task management workflows\n  - Team collaboration\n  - Small business productivity\n\n## Top Keyword Opportunities\n\n### Quick Wins (Priority: Immediate)\n\n| Keyword | Volume | Difficulty | Intent | Score |\n|---------|--------|------------|--------|-------|\n| project management for small teams | 1,200 | 28 | Commercial | 92 |\n| simple task management software | 890 | 25 | Commercial | 89 |\n| best free project management tool | 2,400 | 35 | Commercial | 85 |\n| how to manage remote team projects | 720 | 22 | Informational | 82 |\n| project tracking spreadsheet alternative | 480 | 18 | Commercial | 80 |\n\n### Growth Keywords (Priority: 3-6 months)\n\n| Keyword | Volume | Difficulty | Intent | Score |\n|---------|--------|------------|--------|-------|\n| project management software | 18,000 | 72 | Commercial | 65 |\n| best project management tools 2024 | 8,500 | 65 | Commercial | 62 |\n| project management app | 12,000 | 68 | Commercial | 58 |\n\n### GEO Opportunities (AI-citation potential)\n\n| Keyword | Type | AI Potential | Recommended Format |\n|---------|------|--------------|-------------------|\n| what is project management | Definition | ⭐⭐⭐⭐⭐ | Clear definition + methodology |\n| agile vs waterfall | Comparison | ⭐⭐⭐⭐⭐ | Side-by-side comparison table |\n| project management methodologies | List | ⭐⭐⭐⭐ | Comprehensive list with pros\u002Fcons |\n| how to create a project plan | How-to | ⭐⭐⭐⭐ | Step-by-step guide |\n| project management best practices | List | ⭐⭐⭐⭐ | Numbered best practices |\n\n## Topic Clusters\n\n### Cluster 1: Project Management Fundamentals\n\n**Pillar**: \"Complete Guide to Project Management\" (8,500 volume)\n\nCluster articles:\n1. What is project management? (2,200 volume)\n2. Project management methodologies explained (1,800 volume)\n3. How to create a project plan (1,400 volume)\n4. Project management best practices (1,200 volume)\n5. Project management roles and responsibilities (890 volume)\n\n### Cluster 2: Team Collaboration\n\n**Pillar**: \"Team Collaboration Tools Guide\" (4,200 volume)\n\nCluster articles:\n1. How to improve team communication (1,600 volume)\n2. Remote team management tips (1,400 volume)\n3. Best practices for distributed teams (920 volume)\n4. Team productivity tools comparison (780 volume)\n\n## Content Calendar Recommendations\n\n| Month | Content | Target Keyword | Type |\n|-------|---------|----------------|------|\n| Week 1 | Simple Task Management Guide | simple task management software | Blog + Demo |\n| Week 2 | Project Management for Small Teams | project management for small teams | Pillar Page |\n| Week 3 | Agile vs Waterfall: Complete Comparison | agile vs waterfall | Comparison |\n| Week 4 | Free PM Tools Roundup | best free project management tool | Listicle |\n\n## Next Steps\n\n1. **Immediate**: Create landing pages for top 5 quick-win keywords\n2. **Week 1-2**: Write pillar content for \"Project Management Fundamentals\"\n3. **Week 3-4**: Build out cluster content with internal linking\n4. **Ongoing**: Track rankings and adjust strategy based on performance\n```\n\n## Advanced Features\n\n### Intent Mapping\n\n```\nMap all keywords for [topic] by search intent and funnel stage\n```\n\n### Seasonal Analysis\n\n```\nIdentify seasonal keyword trends for [industry]\n```\n\n### Competitor Gap\n\n```\nWhat keywords do [competitor 1], [competitor 2], [competitor 3] rank for \nthat I'm missing?\n```\n\n### Local Keywords\n\n```\nResearch local keywords for [business type] in [city\u002Fregion]\n```\n\n## Tips for Success\n\n1. **Start with seed keywords** that describe your core offering\n2. **Don't ignore long-tail** - they often have highest conversion rates\n3. **Match content to intent** - informational queries need guides, not sales pages\n4. **Group into clusters** for topical authority\n5. **Prioritize quick wins** to build momentum and credibility\n6. **Include GEO keywords** in your strategy for AI visibility\n7. **Review quarterly** - keyword dynamics change over time\n\n## Related Skills\n\n- [competitor-analysis](..\u002Fcompetitor-analysis\u002F) - See what keywords competitors rank for\n- [content-gap-analysis](..\u002Fcontent-gap-analysis\u002F) - Find missing keyword opportunities\n- [seo-content-writer](..\u002F..\u002Fbuild\u002Fseo-content-writer\u002F) - Create content for target keywords\n- [geo-content-optimizer](..\u002F..\u002Fbuild\u002Fgeo-content-optimizer\u002F) - Optimize for AI citations\n- [memory-management](..\u002F..\u002Fcross-cutting\u002Fmemory-management\u002F) - Store keyword data in project memory\n\n",{"name":5,"description":7},"main","e7e336ac628c3e3bd771aff1aaa469c93778f94a","skills\u002Faaron-he-zhu\u002Fkeyword-research",0,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del","2026-08-23 22:39:37",{"source":8,"skillName":5,"commands":47,"prompt":57,"zipAvailable":58},[48,51,54],{"tool":49,"command":50},"npx","npx skills add kbarbel640-del\u002Fskills --skill keyword-research",{"tool":52,"command":53},"bunx","bunx skills add kbarbel640-del\u002Fskills --skill keyword-research",{"tool":55,"command":56},"pnpm","pnpm dlx skills add kbarbel640-del\u002Fskills --skill keyword-research","安装技能，技能地址：https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Faaron-he-zhu\u002Fkeyword-research\u002FSKILL.md",true,[60],{"path":61,"resourceType":62,"resourceTypeDesc":63,"sizeBytes":64,"sourceHtmlUrl":65},"_meta.json","REFERENCE","参考文档",290,"https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Faaron-he-zhu\u002Fkeyword-research\u002F_meta.json",[67,97,123,142,148,168],{"skillNo":68,"name":69,"nameZh":6,"description":70,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":71,"categories":72,"keywords":78,"publishedAt":34},"01M6G8J55967D6281ACMKAKTEQ","crowd-prompting","A marketplace where AI agents improve prompts, system instructions, tool descriptions, and other text-based content with domain expertise from real-world operations — and earn tokens for valuable contributions.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzzadrian\u002Fcrowd-prompting\u002FSKILL.md",[73],{"categoryNo":74,"categoryName":75,"taxonomyType":76,"taxonomyTypeDesc":77},"01JBSEEDCAT000000000000036","内容创作者","PROFESSION","适用职业",[79,80,81,82,83,84,85,86,87,88,89,90,91,92,93,94,95,27,96],"crowd prompting","prompting","api","with","tokens","domain","world","prompts","operations","instructions","text","tool","system","improve","productivity","marketplace","https","ai agents",{"skillNo":98,"name":99,"nameZh":6,"description":100,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":101,"categories":102,"keywords":106,"publishedAt":34},"01M6G8J0PKPAYVET6BWE8W4C26","dilemm-ai","Compete in DilemmAI, the prisoner's dilemma AI arena at dilemm.ai. Use when an OpenClaw agent wants to create an account, design and submit strategy prompts for their bot, enter matchmaking, analyze historical matches and leaderboards, and iterate on bot strategy. Requires headless browser automation (no API available yet).","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzyori\u002Fdilemm-ai\u002FSKILL.md",[103],{"categoryNo":104,"categoryName":105,"taxonomyType":20,"taxonomyTypeDesc":21},"01JBSEEDCAT000000000000023","Skill与智能体开发",[107,81,108,109,110,111,112,113,114,115,116,117,31,118,119,120,121,86,122],"dilemm ai","arena","analyze","browser","openclaw agent","create","automation","browser automation","bot","openclaw","design","headless","compete","submit","matchmaking","use",{"skillNo":124,"name":125,"nameZh":6,"description":126,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":127,"categories":128,"keywords":130,"publishedAt":34},"01M6G8HWAF3K9SW7NP3Z83CPJ6","arxiv-paper-reviews","Interact with arXiv Crawler API to fetch papers, read reviews, and submit comments. Use when working with arXiv papers, fetching paper lists by date\u002Fcategory\u002Finterest, viewing paper details with comments, or submitting paper reviews via API at http:\u002F\u002F150.158.152.82:8000.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Fweak-accept\u002FSKILL.md",[129],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[131,132,133,134,135,136,137,82,138,120,122,139,81,140,141],"arxiv paper reviews","reviews","arxiv","paper","crawler","papers","comments","fetch","read","http","via",{"skillNo":143,"name":125,"nameZh":6,"description":126,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":144,"categories":145,"keywords":147,"publishedAt":34},"01M6G8HQJ7N7WMY6YV7D7SSJ16","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzxrys\u002Farxiv-paper-reviews\u002FSKILL.md",[146],{"categoryNo":18,"categoryName":19,"taxonomyType":20,"taxonomyTypeDesc":21},[134,133,132,131,141,136,137,82,135,120,122,138,139,81,140],{"skillNo":149,"name":150,"nameZh":6,"description":151,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":152,"categories":153,"keywords":154,"publishedAt":34},"01M6G8HM95Y64JNVFC2HN4E2BG","git-summary","Get a quick summary of the current Git repository including status, recent commits, branches, and contributors.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fzweack\u002Fgit-summary\u002FSKILL.md",[],[155,156,157,158,159,160,161,162,163,164,165,166,167],"git","summary","git summary","commits","repository","win32","status","linux","contributors","true","quick","get","branches",{"skillNo":169,"name":170,"nameZh":6,"description":171,"descriptionZh":6,"repositoryFullName":8,"ownerLogin":9,"ownerAvatarUrl":10,"ownerAccountNo":11,"ownerDisplayName":6,"repositoryNo":12,"starsCount":13,"licenseSpdxId":14,"licenseFileUrl":6,"sourceHtmlUrl":172,"categories":173,"keywords":178,"publishedAt":34},"01M6G8HGEGF05CNEJCGVYFSC4R","agent-constitution","Interact with AgentConstitution governance contracts on Base Sepolia. Check compliance, read rules, log actions, query governance state.","https:\u002F\u002Fgithub.com\u002Fkbarbel640-del\u002Fskills\u002Fblob\u002Fmain\u002Fskills\u002Fztsalexey\u002Fagent-constitution\u002FSKILL.md",[174,175],{"categoryNo":104,"categoryName":105,"taxonomyType":20,"taxonomyTypeDesc":21},{"categoryNo":176,"categoryName":177,"taxonomyType":76,"taxonomyTypeDesc":77},"01JBSEEDCAT000000000000037","律师与法务",[179,180,181,182,82,183,184,39,185,139,186,187,188,189,190,95,191,192,193],"agent constitution","constitution","contracts","tree","query","base","log","check","Rules","projects","compliance","actions","state","governance","github"]