Canonry

Canonry is an open-source AI SEO operating platform that tracks visibility, investigates changes, and measures progress.

Canonry is an agent-first, open-source AEO operating platform with a comprehensive web UI. It tracks AI visibility over time, investigates changes across search and traffic, and measures progress after agents act. It runs self-hosted using SQLite and direct provider APIs for Gemini, OpenAI, Meta, Claude, Perplexity, and local models. The platform includes integrations for Google Search Console, Google Analytics 4, Cloudflare, Vercel, WordPress, and more. It is designed for operators and teams who want to manage AI search optimization through a CLI, REST API, or web dashboard.

Canonry at a glance

Best for: Marketer, Founder
Runs on: Web, CLI, API, self-hosted, open source
Pricing: Free and open source under the MIT license
Released: October 2026
Category: AI agent tool
Website: github.com/canonry/canonry

Key features

Track AI visibility and brand citations over time
Run technical site audits and map internal links
Coordinate agent-driven site improvements and publishing
Measure traffic, conversions, and backlink data
Configure versioned measurement plans for portfolios
Send webhook alerts to Discord and Slack

Use it for

Track brand mentions and citations across AI answer engines
Investigate visibility changes using search and traffic evidence
Prepare code updates or WordPress drafts based on site audits
Measure progress and results after publishing changes

Alternatives to Canonry

Surfer — Track brand visibility across Google and AI search engines like ChatGPT and Claude.
OpenSEO — Usage-based billing and open source architecture reduce SEO tool costs.
CiteLadder — Track brand visibility and citations across ChatGPT, Gemini, Claude, and AI Overviews.
NotFair — Optimizes ad campaigns across six platforms with AI-driven, user-approved actions.
BrowserOS — Runs entirely locally and lets AI agents use real user logins to complete tasks.
Narron — Measure AI search visibility and track brand positioning.
FastGPT — It uses hybrid retrieval and auto-cleansed data to prevent hallucinations.
Manifold MCP — Connects in a minute with no API keys to provide live marketing data inside AI apps.
Alook — Connects existing local coding agents to team communication channels.
AionUi — Auto-detects and runs local CLI agents like Claude Code and Codex in parallel.
Anysite — Provides live web data and business insights directly inside AI agents.
Naise — Automates multi-channel marketing campaigns from a single brief in minutes.

All Canonry alternatives