Competitor Analysis
Analyze competitor SEO/GEO: keywords, content, backlinks, AI citations, traffic share gaps. 竞品分析/竞争对手
Analyze competitor SEO/GEO: keywords, content, backlinks, AI citations, traffic share gaps. 竞品分析/竞争对手
Real data. Real impact.
Emerging
Developers
Per week
Open source
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Analyzes competitor SEO and GEO strategies -- keywords, content, backlinks, technical health, AI citations -- to reveal what's working in your market and surface actionable opportunities.
Profiles competitor keywords, content, backlinks, technical SEO, and AI citation patterns, then synthesizes gaps and actionable strategies to outperform them.
Start with one of these prompts. Finish with a short handoff summary using the repository format in Skill Contract.
Analyze SEO strategy for [competitor URL]
Compare my site [URL] against [competitor 1], [competitor 2], [competitor 3]
What content is driving the most traffic for [competitor]?
Analyze why [competitor] ranks #1 for [keyword]
How is [competitor] getting cited in AI responses? What can I learn?
Expected output: a prioritized research brief, evidence-backed findings, and a short handoff summary ready for
memory/research/.
memory/research/.memory/hot-cache.md, memory/decisions.md, and memory/research/; hand canonical entity work to entity-optimizer.Next Best Skill below when the findings are ready to drive action.Emit the standard shape from skill-contract.md §Handoff Summary Format.
Optional integrations: ~~SEO tool, ~~analytics, ~~AI monitor. Without tools, users provide competitor URLs, own site metrics, and industry context manually. See CONNECTORS.md.
When a user requests competitor analysis:
Identify Competitors
If not specified, help identify competitors:
### Competitor Identification FrameworkDirect Competitors (same product/service)
- Search "[your main keyword]" and note top 5 organic results
- Check who's advertising for your keywords
- Ask: Who do customers compare you to?
Indirect Competitors (different solution, same problem)
- Search problem-focused keywords
- Look at alternative solutions
Content Competitors (compete for same keywords)
- May not sell same product
- Rank for your target keywords
Include media sites, blogs, aggregators
Gather Competitor Data
Collect for each competitor: URL, domain age, estimated traffic, domain authority, business model, target audience, and key offerings.
Analyze Keyword Rankings
Document total keywords ranking, top 10/top 3 counts, top performing keywords (with position, volume, traffic, page URL), keyword distribution by intent, and keyword gaps.
Audit Content Strategy
Analyze content volume by type, top performing content, content patterns (word count, frequency, formats), content themes, and success factors.
Analyze Backlink Profile
Review total backlinks, referring domains, link quality distribution, top linking domains, link acquisition patterns, and linkable assets.
Technical SEO Assessment
Evaluate Core Web Vitals, mobile-friendliness, site architecture, internal linking quality, URL structure, and technical strengths/weaknesses.
GEO/AI Citation Analysis
Test competitor content in AI systems: document which queries cite them, GEO strategies observed (definitions, statistics, Q&A, authority signals), and GEO opportunities they are missing.
Synthesize Competitive Intelligence
Produce a final report with: Executive Summary, Competitive Landscape comparison table, CITE domain authority comparison, Strengths to Learn From, Weaknesses to Exploit, Keyword Opportunities, Content Strategy Recommendations, and Action Plan (Immediate / Short-term / Long-term).
Reference: See references/analysis-templates.md for detailed templates for each step.
Reference: See references/example-report.md for a complete example analyzing HubSpot's marketing keyword dominance.
Show me content [competitor] has that I don't, sorted by traffic potential
Find sites linking to [competitor 1] AND [competitor 2] but not me
What SERP features do competitors win? (Featured snippets, PAA, etc.)
How has [competitor]'s SEO strategy evolved over the past year?
After delivering, offer to save a dated summary to
memory/research/competitor-analysis/YYYY-MM-DD-<topic>.md. Promote key conclusions to memory/hot-cache.md if they influence ongoing strategy.
Primary: content-gap-analysis. Also: serp-analysis, backlink-analyzer.
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