We couldn't find a good open source solution for this so we built Canonry to monitor how ChatGPT, Gemini, and Claude represent and cite our sites. It tracks visibility scores, citation-readiness, and brand accuracy across providers over time. Self-hosted on SQLite, config-as-code in YAML, CLI and API are first-class. Would love some feedback! |