Stars
Forks
Watchers
Developer links
Canonry
When a buyer asks ChatGPT which company to call, your brand is either inside the answer or invisible: Canonry tracks those mentions and citations across ChatGPT, Claude, Gemini, Meta Muse, and Perplexity, then joins them with the search, ads, and traffic data that explains them. You see mention share against named competitors, the exact answers and sources behind every result, and where rivals get cited while you do not. Server-side traffic analysis reads your own logs to show which pages GPTBot, ClaudeBot, and other AI crawlers visit, which pages AI assistants open for users, and who clicks through. Site Health crawls score every page for AI readiness and map the internal links between them, with each finding listing the pages it affects. Keyword volume, difficulty, rankings, and search gaps come from DataForSEO, while the content engine points at the pages to write or improve next and can draft them to WordPress for review. Your connected agent works the same evidence through the REST API, CLI, or MCP: find competitor citations, prepare a fix, publish and submit URLs to Google and Bing, then rerun checks and report what changed. Schedules rerun everything on a clock with alerts to Discord or Slack, and Aero, the built-in analyst, reads the evidence and explains what moved. Running on a dedicated VPS on RepoCloud with guaranteed CPU, RAM, and SSD, full root SSH access, and a browser serial console. MIT licensed.
Benefits
- See AI Answer Visibility
- Track brand mentions and citations per query across ChatGPT, Claude, Gemini, Meta Muse, and Perplexity, then open the exact answer and sources behind each result.
- Evidence Joined In One Place
- Search Console, GA4, Google Ads, AI crawler traffic, site audits, and SEO data land in one project, so visibility changes can be explained instead of guessed at.
- Agents Can Act On It
- A typed REST API with OpenAPI, the cnry CLI with JSON output, an MCP server, and Claude Code and Codex plugins expose every measurement and action to your agent.
- Your Keys, Your Instance
- Canonry is single-tenant and self-hosted: bring your own provider keys for each engine, and your prompt library, answer history, and integrations stay on your server.
Features
- AI Visibility Tracking
- Mentions and citations by query and engine across ChatGPT, Claude, Gemini, Meta Muse, Perplexity, OpenRouter, Exa, and Parallel, each with separate history.
- Server-Side AI Traffic
- Reads server logs to separate GPTBot and ClaudeBot crawls, AI user fetches, and referral sessions, with Cloudflare, Vercel, and Cloud Run integrations.
- Site Health Crawls
- Crawls your site, scores each page for AI readiness, maps internal links between pages, and lists the pages affected by every finding.
- Content And Indexing
- Finds content gaps, drafts pages to WordPress for review, and submits sitemaps and URLs with JSON-LD to Google and Bing for indexing.
- Ads Under Approval
- Syncs ChatGPT Ads and Google Ads campaigns and daily results, creates and edits campaigns, and switches them live only after you approve.