Citation Gap .
ON-PAGE GEO ANALYSIS
Why do AI answers cite them, and not you?
Citation Gap reads your page the way an answer engine does, measures it against the pages that actually get cited for your query, and tells you what to change.
Read as renderedYour page is fetched and rendered in a real headless browser, so what gets measured is what an engine actually sees — not just the HTML source.
Judged against competitorsYou bring the pages you are up against for your query. Every score is relative to those, not to a generic checklist.
Fixes, not findingsEach issue carries paste-ready wording, markup or structure, so the report is something you act on rather than read.
Add it to Claude
- In Claude, open Settings → Connectors and choose Add custom connector.
- Paste this URL:
https://citationgap.johnlawson.dev/mcp
- Sign in when prompted, and approve access.
- Say “Run Citation Gap”. It will ask for the page, the query you want to win, and a few competitor URLs — one question at a time.
It also works anywhere else that supports remote MCP servers, including ChatGPT and the OpenAI API, using the same URL.