What is the LeadWalnut Content Coverage Analyzer?

A Claude skill that runs a 9-phase content audit on any website and category. It extracts every relevant page across four passes, maps each one to a sub-category and funnel stage, benchmarks coverage against competitors, and outputs a leadership-ready HTML report with prioritised recommendations.

What does the skill actually output?

A single self-contained HTML report covering: a performance snapshot, funnel distribution analysis, full URL inventory with funnel and content type classification per page, sub-category coverage matrix, competitive landscape, and strategic recommendations split between Optimize and New, ending with the top 6 quick-win assets.

How is this different from a Screaming Frog or Ahrefs site audit?

Crawl tools tell you what pages exist, what's broken, and what's ranking. They don't tell you whether you actually own a topic. This audit answers: across the sub-categories that matter, do you have ToFu, MoFu, BoFu and LLM coverage — and how does that compare to the competitor who dominates that sub-cluster?

Why must this run on Claude specifically?

The audit needs long-context reasoning to hold hundreds of URLs at once, classify each consistently against a fixed framework, and produce a fully formatted HTML report in a single pass. Running it elsewhere produces truncated URL coverage, broken classifications, and inconsistent funnel mapping.

What inputs do I need to provide?

Required: website URL, the category name to audit, your primary direct competitors, and any secondary or indirect competitors. Optional but strongly recommended: product decks, existing keyword reports, past content audits, internal SOPs, or strategy docs.

How large a site can the skill audit?

The skill is designed for category-level audits — typically 30 to 200 URLs within a single product or solution category. For very large sites, run the audit one category at a time.

How long does a single audit take?

Roughly 15 to 30 minutes from upload to final HTML report, depending on the number of URLs and how much supporting context you provide.

Yes. The .md skill file is free — no payment, no credit card. If you'd rather have LeadWalnut run the audit for you and execute the recommendations, you can book a free audit.

Is my website data and competitor info private?

The skill runs entirely inside your Claude session. LeadWalnut does not see your inputs, your URLs, or the output report. Refer to Anthropic's data privacy policy for how Claude handles your conversation data.

Can LeadWalnut run the full audit and execute the recommendations?

Yes. LeadWalnut runs end-to-end content coverage audits for enterprise B2B SaaS clients, including sub-category prioritisation, content brief production, recommendation execution, and quarterly re-audits.

Free Claude Agent · Content Coverage Analyzer

Find the content gaps costing you the category.

Name: LeadWalnut Content Coverage Analyzer
Author: LeadWalnut

✓ See where the category leader out-covers you
✓ Search and AI gaps scored separately
✓ Every gap backed by a competitor URL
✓ Six ranked moves, not a wish list

Find your highest-impact content gaps

Your biggest coverage gaps, ranked by competitive impact — in one Claude session.

✓

Check Your Inbox!

We've sent the Content Coverage Analyzer .md file with full setup instructions for Claude.

4.9 ★ Clutch · Top SEO Agency

Top 2026 Saleshandy · Lead Gen India

4.2

Trustpilot

4.5 ★ Google · 28 Reviews

Watch the Agent Run

Watch a full content coverage analysis, start to finish.

Two Battlegrounds

Your buyers arrive two ways. Most content reviews check one.

Search results and AI answers reward different content. Check only one and half your gaps stay invisible.

ToFu — Awareness MoFu — Consideration BoFu — Decision LLM — AI Discovery

The blind spot

AI coverage looks complete. The cited format is missing.

The imbalance

Too much ToFu. Not enough MoFu and BoFu.

The opportunity

Sub-categories no competitor has fully covered yet.

How the Agent Works

Content analysis a senior strategist would run — every time.

Battle-tested across enterprise B2B SaaS categories in cybersecurity, remote access and patch management.

Phase 1

Maps the real battlefield

Four-pass content discovery — no page missed
Surfaces the 8–15 sub-categories that matter
Names the competitor dominating each one

Phase 2

Scores you against whoever owns it

Every page classified by funnel stage and type
Coverage benchmarked across ToFu, MoFu, BoFu, LLM
Gaps graded Critical, Moderate or Minor

Phase 3

Hands you the six moves that matter most

Fix thin pages before commissioning new ones
Suggested title, URL and format for each move
Ranked by competitive urgency and funnel impact

Steps Involved

Score your content coverage in one sitting.

No coding. No integrations. Three inputs and you have a competitor-benchmarked content coverage report.

Get the Agent

Enter your details above. The .md file lands in your inbox.

Open in Claude

Upload to Claude.ai or Claude Desktop. No setup, no integrations.

Provide Your Inputs

Website URL, the category, and your direct and indirect competitors.

Review & Ship

Get a leadership-ready HTML report you can act on the same day.

⚠

Run this on Claude — not ChatGPT, Gemini or other AI tools

It holds hundreds of URLs in context at once. Run it elsewhere and you get truncated coverage, broken classification and inconsistent funnel mapping.

Why This Approach Works

Most content audits count pages. This one tells you if you own the topic.

Dimension	Manual / Gut-Feel Content Review	Content Coverage Analyzer Agent
What it measures	×Page counts and keyword spreadsheets	✓Topical ownership per sub-category
URL coverage	×One sitemap pull — pages missed	✓Four-pass extraction, nothing slips
Classification	×Loose tags, no fixed framework	✓Funnel stage + content type, every page
AI visibility	×Not measured at all	✓LLM scored as its own stage
Competitive benchmark	×Opinion and screenshots	✓Coverage % vs the sub-category leader
Output	×A spreadsheet nobody opens twice	✓Leadership-ready report with six ranked moves

Real Coverage Analysis

Wide content coverage. Half the depth of the category leader.

On paper their coverage looked healthy. Measured against Action1, NinjaOne and Kaseya, it wasn't. A B2B remote access SaaS in Patch Management, analysed in one Claude session.

Remote Access SaaS Patch Management

URLs mapped & classified

Sub-categories mapped

92%

Sub-categories with any coverage (10 of 12)

45%

Depth of that coverage vs the leader

Looked comprehensive on paper - 92% of sub-categories had content
Measured against NinjaOne,Action1 and Ivanti ,the average depth was under half
The single most-cited content type in AI search results was entirely missing
Three sub-categories rated critical not because of thin content ,but zero content

Client name anonymised. All figures from a live coverage analysis run in April 2026.

Sample Output

What the Content Coverage Agent actually builds

Below is an example of what it provides as output.

LeadWalnut Sample Output

Content Coverage Agent: Output

The full report — 66 URLs classified by funnel stage, 10 competitors benchmarked, and a prioritised action plan ready to execute..

6 quick wins 3 critical gaps exposed

Who This Is For

Built for the teams who own content strategy.

SEO Leaders & Managers

AEO & GEO Specialists

Content Strategists

Content Marketing Managers

FAQ

Content Coverage Analyzer — FAQs

What exactly does the report contain?

One self-contained HTML file with six sections: performance snapshot, funnel distribution, full content inventory, sub-category coverage matrix, competitive landscape with source URLs, and strategic recommendations ending in the top six high-impact actions.

How does it assess AI/LLM visibility?

LLM is scored as its own stage alongside ToFu, MoFu and BoFu — not as a blog subcategory. The agent checks both count and format, because a category can hit its LLM target while missing the comparison listicles AI answers cite most.

How is this different from a Screaming Frog or Ahrefs audit?

Crawl tools tell you what exists, what's broken and what ranks. This answers a different question: across the sub-categories that matter, do you have ToFu, MoFu, BoFu and LLM coverage — and how does that compare to whoever dominates each one?

Why must it run on Claude?

It needs long-context reasoning to hold hundreds of URLs at once, classify each against a fixed framework, and produce a formatted HTML report in a single pass. Elsewhere you get truncated coverage and inconsistent classification.

What inputs do I need?

Required: website URL, the category to analyse, and your direct and indirect competitors. Optional but recommended: product decks, keyword reports, past content reviews or strategy docs — supporting context measurably sharpens the gap scoring.

How large a category can it handle in one run?

Built for category-level analysis, typically 30–200 URLs inside a single product or solution category. For very large sites, run one category at a time.

How long does a run take?

Roughly 15–30 minutes from upload to final report, depending on URL count and how much supporting context you provide.

Is my site and competitor data private?

The agent runs entirely inside your own Claude session. LeadWalnut never sees your URLs, your inputs, or the report. See Anthropic's privacy policy for how Claude handles conversation data.

Is it really free — and can LeadWalnut run it for us?

Yes, free — no payment, no card. And yes: we run end-to-end content coverage programmes for enterprise B2B SaaS teams, including briefs, execution and quarterly re-scoring. Book a free audit.