How much of your content is
one AI query away from irrelevance?

A portfolio-wide risk scan that crawls your site and flags content most likely to be eaten by AI answer engines — the pages where users get the answer from ChatGPT or Google AI Overviews and never click through.

For: anyone with a blog, knowledge base, or content libraryNot for: auditing a single page — use the GEO Score Checker for that

✓ No sign-up required✓ Results in ~30 seconds✓ Free forever

We classify each page by AI-cannibalisation risk (high / medium / low) and show you what's defensible, what's at risk, and what's already lost.

How it works

🔍

Finds your sitemap

Checks 7 common sitemap paths automatically. No configuration needed.

✂️

Separates editorial content

Blog posts and articles are split from service pages, brand pages, and utility pages.

🤖

Reads the actual content

AI reads the body text of each post and classifies it into four types by writing intent — not just the URL.

🎯

Flags what's missing

Gap analysis shows under-represented content types and why it matters commercially.

The four editorial types

🤖

AI-ReplaceableHigh AI risk

How-tos, guides, definitions — AI answers these without a click

🎯

Intent-LedLow AI risk

Opinion pieces, comparisons, 'should you' posts — requires a POV AI can't replicate

🏆

Brand AuthorityAI-proof

Thought leadership, lessons learned, founder perspective — builds the trust commercial content relies on

💰

Commercially DrivenAI-proof

Case studies, cost-of-inaction, objection handling — turns readers into leads

How much of your content isone AI query away from irrelevance?