content-gap-analysis

Overview of content-gap-analysis skill

What the content-gap-analysis skill does

The content-gap-analysis skill helps you identify topics, keywords, and content formats competitors cover that your site does not. Its real job is not just “find missing keywords,” but turn competitive analysis into an actionable editorial plan: what to publish next, why it matters, and how to prioritize it.

Who should install this skill

This content-gap-analysis skill is best for SEO leads, content strategists, editorial teams, growth marketers, and founders doing lean research. It is especially useful when you already know your market and need a repeatable way to compare your content against 2–5 competitors without reinventing the analysis structure every time.

Best-fit use cases

Use content-gap-analysis for Competitive Analysis when you need to:

• spot topic coverage gaps between your site and competing sites
• find keyword opportunities competitors rank for and you do not
• detect missing content formats like tools, glossaries, templates, or comparison pages
• map gaps across funnel stages, not just top-of-funnel blog topics
• convert findings into a prioritized content calendar

What makes it different from a generic prompt

The main advantage is structure. Instead of giving you a loose brainstorm, the skill is designed around a multi-part workflow backed by templates and frameworks in the repository. It pushes analysis toward:

• content inventory first
• competitor-by-competitor comparison
• keyword, topic, format, and funnel-gap views
• prioritization instead of raw lists
• deliverables that resemble an internal strategy memo

What matters before you adopt it

This skill is strongest when you can provide real inputs: your domain or content inventory, named competitors, and some SEO evidence such as rankings, traffic estimates, or exported keyword lists. If you expect high-confidence gap analysis from a one-line prompt with no source data, output quality will drop fast.

How to Use content-gap-analysis skill

content-gap-analysis install and access

The repository does not surface a dedicated install command inside SKILL.md, but the skill lives at:

research/content-gap-analysis

In skills-enabled environments, install or add the repository according to your client’s normal flow, then target the content-gap-analysis skill from this repo:

aaron-he-zhu/seo-geo-claude-skills

Compatibility declared in the skill:

• Claude Code ≥1.0
• skills.sh marketplace
• ClawHub marketplace
• Vercel Labs skills ecosystem

No system packages are required. Optional SEO-tool or MCP network access can improve evidence gathering.

Files to read first before first use

If you want to understand the workflow quickly, read these in order:

1. research/content-gap-analysis/SKILL.md
2. research/content-gap-analysis/references/analysis-templates.md
3. research/content-gap-analysis/references/gap-analysis-frameworks.md
4. research/content-gap-analysis/references/example-report.md

This path is better than skimming the whole repo because it shows the expected deliverable shape, the scoring logic, and the analysis dimensions that the skill is trying to enforce.

What input the skill needs

For strong content-gap-analysis usage, provide as many of these as possible:

• your site or section being analyzed
• 2–5 competitors
• target market or topic area
• whether you want blog, landing page, glossary, tool, or full-site analysis
• available keyword/ranking exports
• known business priorities
• content constraints such as authority, resources, or publication cadence

Minimum useful input:

• your domain
• competitor domains
• analysis scope
• desired output format

Strong prompt pattern for better analysis

A weak request:

Find content gaps between us and competitors.

A stronger request:

Use the content-gap-analysis skill for Competitive Analysis. Compare example.com/blog against competitor1.com, competitor2.com, and competitor3.com. Focus on B2B onboarding software topics. Identify keyword gaps, topic cluster gaps, content format gaps, and funnel-stage gaps. Prioritize quick wins by low difficulty and high business relevance. End with a 6-week editorial calendar and note any assumptions caused by missing ranking data.

That stronger prompt works better because it defines:

• scope
• comparison set
• topic boundary
• analysis dimensions
• prioritization logic
• output shape

How to turn a rough goal into a complete prompt

Start with these fields:

Field	Example
Asset	example.com/resources
Competitors	hubspot.com, drift.com
Audience	mid-market SaaS marketers
Goal	find content we should publish next quarter
Gap types	keywords, formats, funnel stages
Output	prioritized report + content calendar

Then combine them into one prompt. This simple transformation usually improves output more than adding vague instructions like “be comprehensive.”

Suggested workflow in practice

A practical content-gap-analysis guide looks like this:

1. define the content area to compare
2. inventory your current content and strengths
3. profile 2–5 competitors
4. compare topic and keyword coverage
5. identify content format gaps
6. map gaps to funnel stages
7. score opportunities
8. turn top gaps into editorial actions

The reference files support this workflow directly, so the skill is more useful as a repeatable operating pattern than as a one-off prompt trick.

What outputs to expect

The references indicate that good outputs often include:

• executive summary
• your content inventory
• competitor content analysis
• keyword gap tables
• topic cluster comparisons
• format-gap findings
• opportunity prioritization
• recommended content calendar

If the output only gives a flat list of “missing topics,” you are not getting the full value of the skill.

When data quality changes the result

This skill can reason from partial information, but confidence rises sharply when you provide:

• Search Console exports
• SEO tool keyword exports
• URL lists by content type
• traffic or ranking estimates
• internal business priorities

Without these, the model may still produce useful hypotheses, but it will rely more on visible site patterns and category expectations than on measurable opportunity sizing.

Practical tips that improve output quality

For better content-gap-analysis usage:

• compare like with like, such as blog vs blog or docs vs docs
• limit competitors to realistic search competitors, not just brand rivals
• separate topic gaps from format gaps
• ask for prioritization criteria, not just findings
• request assumptions and confidence notes when data is incomplete

One high-impact tactic is to ask the skill to distinguish:

• “they rank and we don’t”
• “they cover it and we barely do”
• “the format exists in the market but neither site owns it well”

That prevents mixed-quality opportunities from being grouped together.

Common misuses during installation-stage testing

Early adopters often test content-gap-analysis with prompts that are too broad:

• “analyze our entire site”
• “compare us to every competitor”
• “give me all content opportunities”

That usually produces generic output. A narrower first test is better:

• one site section
• two or three close competitors
• one topic category
• one quarter of planning horizon

content-gap-analysis skill FAQ

Is the content-gap-analysis skill beginner friendly

Yes, if you already understand your market and can name competitors. You do not need to be an advanced SEO operator to use it, but beginners may struggle most with input preparation: choosing fair comparators, scoping the analysis, and interpreting opportunity size.

How is this different from asking an AI to brainstorm topics

A normal prompt can brainstorm missing ideas. The content-gap-analysis skill is more useful when you need a disciplined comparison workflow. It is built to structure the analysis into inventories, competitor comparisons, gap categories, and prioritized actions, which is closer to real content strategy work.

Do I need paid SEO tools to use it

No, not strictly. The skill declares no required system packages, and it can work from manually supplied URLs, site sections, and known competitors. But results improve materially if you can supply keyword, ranking, or traffic data from Search Console or an SEO platform.

What kinds of gaps does it cover

Based on the repository references, it covers more than keyword gaps. The supported thinking includes:

• topic gaps
• keyword gaps
• content format gaps
• funnel-stage gaps
• opportunity scoring
• editorial calendar integration

That broader lens is valuable if your real problem is not just “missing keywords” but weak coverage across the buying journey.

When is content-gap-analysis not the right fit

Skip this skill if you need:

• technical SEO auditing
• backlink gap analysis
• page-level on-page optimization
• a full content refresh workflow for existing pages only

It is also a weaker fit when your market has no clear search competitors or when your site has too little published content to compare meaningfully.

Can I use content-gap-analysis for one article idea

You can, but it is not the best use. This skill is most valuable for portfolio-level decisions: clusters, formats, themes, and editorial planning. If you only need one article brief, run this skill first to identify the opportunity, then move to a briefing or outline workflow.

How to Improve content-gap-analysis skill

Give the skill a cleaner content inventory

The fastest way to improve content-gap-analysis output is to provide a simple inventory of your current content:

• major topic clusters
• content types
• top-performing URLs
• obvious weak areas

Even a rough spreadsheet or bullet list helps the model distinguish true gaps from topics you already cover under different titles.

Separate direct competitors from aspirational publishers

A common failure mode is mixing:

• close search competitors
• large publishers with much broader authority
• adjacent companies targeting different buyers

That creates distorted gap lists. For better results, ask the skill to label each competitor as direct, adjacent, or aspirational before scoring opportunities.

Ask for prioritization logic, not just opportunities

Many weak analyses stop at “here are 50 gaps.” Better prompts ask the skill to score opportunities by factors such as:

• business relevance
• ranking difficulty
• format feasibility
• funnel impact
• freshness or urgency

This makes the final output more useful for editorial planning and stakeholder buy-in.

Improve prompt specificity around formats

The repository references explicitly support format-gap analysis. Use that. Ask for missing:

• glossaries
• tools
• calculators
• template libraries
• comparison pages
• case studies
• definition pages

Teams often underperform because they only ask for blog topics and miss the formats competitors use to capture demand.

Force confidence notes when evidence is thin

If you lack ranking exports or crawl data, tell the skill to separate:

• evidence-backed gaps
• inferred gaps
• speculative opportunities

That single instruction increases trust and makes the output easier to review with SEO or content leads.

Iterate after the first report

The best workflow is not one-shot. After the first content-gap-analysis run:

1. remove weak competitors
2. tighten the topic scope
3. validate surprising gaps
4. ask for re-prioritization by business value
5. convert top items into an editorial calendar

The example report in references/example-report.md is a useful benchmark for what a refined deliverable should look like.

Use the repository references as operating templates

If output quality feels inconsistent, anchor the skill to the provided references:

• references/analysis-templates.md for section structure
• references/gap-analysis-frameworks.md for methodology
• references/example-report.md for final-report shape

This is one of the easiest ways to reduce guesswork and keep the model aligned with the intended workflow.

Watch for false positives in “missing content”

Not every competitor topic is worth copying. Ask the skill to flag:

• low-relevance topics
• authority mismatches
• off-brand formats
• traffic-rich but low-conversion opportunities

Good content-gap-analysis is not about matching every page a competitor has. It is about finding gaps that your team can realistically win and that support your business goals.