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SKILL verified Apache-2.0 Self-run

Content Gap Analysis

skill-aaron-he-zhu-aaron-marketing-skills-content-gap-analysis · by aaron-he-zhu

Use when the user asks to "find content gaps", "竞品写了什么", or "还应该写什么"; builds a competitor-relative coverage map of missing topics, keyword gaps, and editorial-calendar opportunities. Not for raw keyword demand discovery — use keyword-research. 内容缺口/选题规划

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Install

$ agentstack add skill-aaron-he-zhu-aaron-marketing-skills-content-gap-analysis

✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.

Security review

✓ Passed

No issues found. Passed automated security review. · v0.1.0 How review works →

  • Prompt-injection patterns
  • Secret / credential exfiltration
  • Dangerous shell & filesystem operations
  • Untrusted network calls
  • Known-malicious package signatures

What it can access

  • Network access No
  • Filesystem access No
  • Shell / process execution No
  • Environment & secrets No
  • Dynamic code execution No

From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.

View the full security report →

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Reliability & compatibility

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Declared compatibility

Claude CodeClaude Desktop

Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.

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About

Content Gap Analysis

Identifies content opportunities by comparing your site against competitors and scoring the gaps worth closing first.

Quick Start

Find content gaps between my site [URL] and [competitor URLs]
What content am I missing compared to my top 3 competitors?

Skill Contract

Expected output: a prioritized gap brief plus the standard handoff summary for memory/research/.

  • Reads: your domain, competitor domains, topic/content-type focus, audience, business goals, and any user-provided or tool content inventory.
  • Writes: a user-facing analysis and reusable summary.
  • Promotes: durable keyword priorities, competitor facts, and pending strategy decisions to memory/hot-cache.md, memory/open-loops.md, and memory/research/.
  • Done when: each prioritized gap names the competitor(s) that cover it and you don't; gaps are bucketed into Quick Wins / Strategic Builds / Long-term; and the deliverable includes a dated content calendar entry per Quick Win.
  • Primary next skill: [seo-content-writer](../../build/seo-content-writer/SKILL.md) when the prioritized gap list is approved.

Handoff Summary

> Emit the standard shape from [skill-contract.md §Handoff Summary Format](../../references/skill-contract.md).

Data Sources

Optional integrations: ~~SEO tool, ~~search console, ~~analytics, ~~AI monitor. Without tools, ask for site URL, content inventory, competitor URLs, and business goals. See [CONNECTORS.md](../../CONNECTORS.md).

Decision Gates

Stop and ask — gap analysis is competitor-relative and cannot run on demand alone:

  1. No competitor domains given and none inferable from CLAUDE.md or prior research → ask the user to name 1-3 competitors, OR offer to switch to [keyword-research](../keyword-research/SKILL.md) for demand-side discovery instead.
  2. Your own domain/content inventory is unavailable and cannot be fetched → ask for the site URL or a content list, since "gap" requires knowing current coverage.

Continue silently — do not stop for: which 3-5 named competitors to deep-dive (pick the closest); missing optional tool data (mark Estimated/N/A and proceed); ambiguous topic scope (analyze the full overlap and flag the broadest clusters).

Instructions

When a user requests content gap analysis:

  1. Define Analysis Scope — confirm your site, competitors, topic focus, content types, audience, and business goals.
  2. Audit Your Existing Content — map indexed pages, content types, topic clusters, winners, and weaknesses.
  3. Analyze Competitor Content — compare content volume, traffic, type mix, topic coverage, and unique assets.
  4. Identify Keyword Gaps — group gaps into High Priority, Quick Wins, and Long-term based on volume, difficulty, and relevance.
  5. Map Topic Gaps — compare topic-cluster coverage and recommend pillar / cluster approaches for missing themes.
  6. Identify Content Format Gaps — compare guides, tutorials, comparisons, case studies, tools, templates, video, and research.
  7. Analyze GEO / AI Gaps — identify missing Q&A, definition, and comparison content that competitors get cited for.
  8. Map to Audience Journey — compare Awareness, Consideration, Decision, and Retention coverage.
  9. Prioritize and Create Action Plan — deliver an Executive Summary, Prioritized Gap List (Quick Wins / Strategic Builds / Long-term), Content Calendar, and Success Metrics.

Label every metric Measured (tool/export), User-provided, or Estimated (model inference); never present an estimate as measured; if a required metric is unavailable, mark it N/A — do not invent it.

Quality bar: every gap names the competitor that covers it, its volume or traffic estimate, and why it is worth closing — never list a bare topic without that evidence.

> Reference: See [Analysis Templates](references/analysis-templates.md) for the compact templates used in each step.

Example

See [references/example-report.md](references/example-report.md) for a full SaaS marketing sample.

Advanced Analysis

Competitive Cluster Comparison

Compare our topic cluster coverage for [topic] vs top 5 competitors

Temporal Gap Analysis

What content have competitors published in the last 6 months that we haven't covered?

Intent-Based Gaps

Find gaps in our [commercial/informational] intent content

Save Results

Write path: memory/research/content-gap-analysis/YYYY-MM-DD-.md; promote durable gap priorities and competitor facts to memory/hot-cache.md. See [Skill Contract](../../references/skill-contract.md) §Save Results Template.

Reference Materials

  • [Analysis Templates](references/analysis-templates.md) — Gap-analysis templates
  • [Gap Analysis Frameworks](references/gap-analysis-frameworks.md) — Audit and prioritization frameworks
  • [Example Report](references/example-report.md) — Worked sample

Next Best Skill

Primary: [seo-content-writer](../../build/seo-content-writer/SKILL.md).

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

Install and usage instructions live in the source repository linked above.

Reviews

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Versions

  • v0.1.0 Imported from the upstream source.