Content Gap Analysis
Find content gaps: topics and keywords competitors cover that you don't, with editorial calendar. 内容缺口/选题规划
Find content gaps: topics and keywords competitors cover that you don't, with editorial calendar. 内容缺口/选题规划
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Identifies content opportunities by comparing your site against competitors -- surfacing missing keywords, untapped topics, format gaps, and GEO-ready content worth creating.
Finds keyword, topic, and format gaps between your site and competitors, scores them by impact and effort, and produces a prioritized content calendar to close the highest-value gaps.
Start with one of these prompts. Finish with a short handoff summary using the repository format in Skill Contract.
Find content gaps between my site [URL] and [competitor URLs]
What content am I missing compared to my top 3 competitors?
Find content gaps in [topic area] compared to industry leaders
What [content type] do competitors have that I don't?
What content gaps exist for [audience segment] in my niche?
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, ~~search console, ~~analytics, ~~AI monitor. Without tools, users provide site URL, content inventory, competitor URLs, and business goals manually. See CONNECTORS.md.
When a user requests content gap analysis:
Define Analysis Scope
Clarify parameters:
### Analysis ParametersYour Site: [URL] Competitors to Analyze: [URLs or "identify for me"] Topic Focus: [specific area or "all"] Content Types: [blogs, guides, tools, videos, or "all"] Audience: [target audience] Business Goals: [traffic, leads, authority, etc.]
Audit Your Existing Content
Document total indexed pages, content by type and topic cluster, top performing content, and content strengths/weaknesses.
Analyze Competitor Content
For each competitor: document content volume, monthly traffic, content distribution by type, topic coverage vs. yours, and unique content they have.
Identify Keyword Gaps
Find keywords competitors rank for that you do not. Categorize into High Priority (high volume, achievable difficulty), Quick Wins (lower volume, low difficulty), and Long-term (high volume, high difficulty). Include keyword overlap analysis.
Map Topic Gaps
Create a topic coverage comparison matrix across all competitors. For each missing topic cluster, document business relevance, competitor coverage, opportunity size, sub-topics, and recommended pillar/cluster approach.
Identify Content Format Gaps
Compare format distribution (guides, tutorials, comparisons, case studies, tools, templates, video, infographics, research) against competitors and industry averages. For each gap, assess effort and expected impact.
Analyze GEO/AI Gaps
Identify topics where competitors get AI citations but you do not. Document missing Q&A content, definition/explanation content, and comparison content. Score each by traditional SEO value and GEO value.
Map to Audience Journey
Compare funnel stage coverage (Awareness, Consideration, Decision, Retention) against competitor averages. Detail specific gaps at each stage.
Prioritize and Create Action Plan
Produce a final report with: Executive Summary, Prioritized Gap List (Tier 1 Quick Wins, Tier 2 Strategic Builds, Tier 3 Long-term), Content Calendar, and Success Metrics.
Reference: See references/analysis-templates.md for detailed templates for each step.
Reference: See references/example-report.md for a complete example analyzing SaaS marketing blog gaps vs. HubSpot and Drift.
Compare our topic cluster coverage for [topic] vs top 5 competitors
What content have competitors published in the last 6 months that we haven't covered?
Find gaps in our [commercial/informational] intent content
After delivering, offer to save a dated summary to
memory/research/content-gap-analysis/YYYY-MM-DD-<topic>.md. Promote key conclusions to memory/hot-cache.md if they influence ongoing strategy.
Primary: seo-content-writer.
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