Open Source · Run It Yourself
Canonry
Run Canonry on your own server to track AI citations and site traffic, then make changes you approve. Use the web app, command line, API, MCP, or your own AI agent. The source code is public.
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Claude Code AEO Skill
The ClawHub skill has five modes: audit a site, make fixes, check schema markup, build llms files, and track changes.
From Our Blog
Comparison
4 open-source AEO tools compared in October 2026: Canonry, Elmo, GeoLook, and GEO Optimizer
Compare four open-source AEO and GEO tools by workflow, integrations, API, MCP, CLI, and deployment. See where an operating platform fits your team.
Read the articleEngineering
Canonry sentiment analysis: up to 99.4% lower estimated cost
Jev scored 2,304 AI answers for $0.37, up to 99.4% below estimated LLM costs. See Canonry's measured results, pricing comparisons and human accuracy check.
Read the articleComparison
5 Best Free Profound and Peec Alternatives in 2026
Compare five free AEO and GEO options, from AI visibility trackers to Canonry's open-source AEO operating system, with technical features, deployment needs, and costs.
Read the articleRelease
Canonry: the open-source AEO operating system
Canonry 5.0 releases the full AEO OS under MIT. All existing functionality stays: AI visibility, business integrations, agent execution, and reporting.
Read the articleAnalysis
Canonry vs. Paid AI Visibility Tools
Paid AI visibility tools report what answer engines said. Canonry connects those answers to first-party evidence, technical diagnosis, agent workflows, and execution.
Read the articleFeatured Article
Canonry: Agent First AEO + Web Analytics
Canonry is an agent first AEO + web analytics monitoring and execution platform. It is open source, self-hosted, and built for agent workflows.
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