Canonry

Self-hosted, agent-first platform for AEO monitoring and web analytics.

PlatformWebfree

Canonry is a self-hosted, local-first platform for tracking how AI answer engines like ChatGPT, Claude, Gemini, and Perplexity cite a brand, alongside traditional web analytics from Search Console, GA4, and Bing Webmaster. It ingests server logs to watch AI crawler traffic, tracks local visibility via Google Business Profile, and can execute fixes through WordPress, JSON-LD schema, and indexing submissions. It's aimed at SEO and marketing teams, including agencies managing several client sites, who want AEO tracking on their own infrastructure.

Website

Full match profile

Behind the summary, Matchbox keeps a richer profile of Canonry - the signals our matcher actually reads to decide when to surface it. It stays private; claim the listing to see and control it.

Problem & pain-point mapping
Who we surface it to (audience fit)
What it's a strong alternative to
Trust & credibility signals

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