Canonry

An agent-first operating platform for AI SEO, covering answer engine and generative engine optimization. It tracks brand mentions and citations by query across ChatGPT, Claude, Gemini and other answer engines, shows where competitors are cited and you are not, and lets you open the exact answer and sources behind each result. Search Console, GA4, ads, AI crawler traffic and site audits feed the same view. A content engine finds gaps and the pages to write or improve next, so an agent can draft them and publish WordPress drafts for review, with JSON-LD, sitemap and URL submissions to Google and Bing. Backlink data comes from Common Crawl and is queried locally with DuckDB, and checks can run on a schedule with alerts to Discord or Slack. Everything runs on one REST API shared by the dashboard, CLI, MCP server and plugins. MIT licensed, self-hosted and local-first.