geo-analyzer

IntegrationDev tools

Get a clear read on how likely your content is to be cited by ChatGPT, Perplexity and AI Overviews. geo-analyzer scores writing against the signals these tools use when choosing sources. Once added, your AI can review any piece of content and show you where it stands.

This server has no hosted endpoint yet, so ahel can't serve it. You can still add it. It stays paused until ahel can serve it.

After adding geo-analyzer, ask your AI to score a piece of your content. Use the results to decide what to change before it goes live.

What your AI can do with it

  • Score content on the signals that get it cited by ChatGPT, Perplexity and AI Overviews
  • Check a draft before publishing to see how citable it is
  • See which citation signals your content is strong or weak on
  • Rework drafts so they are more likely to be picked up as a source

Signals

GitHub stars
21
Forks
5
Last commit
Aug 2026

ahel review (caution)

  • S3medium
    repository is archived

Automated review, not a security audit. Ruleset v1.

Advanced
Delivery
geo-analyzer MCP server → your ahel gateway (mcp.ahel.ai) → every connected AI client.
Catalog kind
mcp-server
Gateway key
io-github-houtini-ai-geo-analyzer
Source
github.com/houtini-ai/geo-analyzer