# Canonry vs Trakkr

> Source: https://citedindex.com/compare/canonry-vs-trakkr (structured, researched, re-verified)
> Updated: Oct 3, 2026

Canonry and Trakkr both track how a brand shows up inside ChatGPT, Claude, Gemini, Perplexity and other AI answer engines, but they start from opposite ends of the build-vs-buy spectrum. Canonry is free and source-available software (FSL-1.1-ALv2, converting to Apache 2.0 two years after each release) that you self-host with your own AI-provider API keys and a Node.js >=22.14 runtime; Trakkr is a hosted SaaS you sign up for with just a brand domain, live in about 60 seconds, and pay for on a Growth ($100/month) or Scale ($500/month) self-serve tier after a 14-day free trial.

Engine coverage differs too. Canonry tracks Gemini, ChatGPT, Claude, Perplexity and local OpenAI-compatible LLMs for citation checks, plus off-site surfaces like Wikipedia, Reddit, LinkedIn and Google Business Profile, and detects AI-crawler traffic by ingesting server logs from Cloud Run, Vercel and a bundled WordPress plugin. Trakkr tracks eight named models (ChatGPT, Claude, Gemini, Perplexity, Grok, Meta AI, DeepSeek and Google AI Overviews) and separately logs AI-crawler hits (GPTBot, PerplexityBot) hitting the brand's own site.

The two diverge sharply on what happens after a citation gap turns up. Canonry's technical-aeo audit scores a site across 16 AEO factors and can execute some fixes directly: JSON-LD schema, WordPress content edits, and indexing submissions. That closes the loop from diagnosis to fix inside one open tool. Trakkr instead synthesizes findings into weekly, prioritized action playbooks, with a built-in AI agent that can auto-apply some of those actions, plus a no-code GA4 integration that attributes revenue to AI-referred traffic, a specific revenue-attribution claim Canonry doesn't make (Canonry layers in GA4, GSC and Bing Webmaster data to correlate citations with real traffic, not revenue). Both ship an MCP server for pulling data into an AI agent session: Canonry bundles a 67-tool MCP adapter and a built-in agent ('Aero') into its free self-hosted core; Trakkr includes MCP access from its $100/month Growth tier up, not gated to the pricier Scale tier, and bundles REST API access into Scale at no extra cost.

Pricing is the sharpest divide. Canonry's core platform costs nothing beyond your own AI-provider API bills and hosting; the company only charges for its agency layer: Embedded (white-labeled reporting), Managed (done-for-you execution) and Ads (private beta), all custom-quoted with no self-serve price published. Trakkr publishes its full self-serve ladder: Growth at $100/month for one brand and 50 prompts, Scale at $500/month for ten brands, and a custom Enterprise tier. Company-wise, Canonry is a single-maintainer open-source project (92 GitHub stars, founder Arber Xhindoli) that also sells agency services; Trakkr is a 2025-founded venture-track SaaS built by Mack Grenfell, a repeat founder whose prior product, Byword, was an AI SEO content-writing platform.

| Fact | Canonry | Trakkr |
| --- | --- | --- |
| What it is | AI search visibility tracking plus AEO delivery, as an open-source platform, agency products and managed service. | AI visibility tracking with citation, perception and crawler data, plus article generation and site fixes. |
| Pricing | free | from $100/month |
| Publishes to your site | Partly (Canonry open-source platform) | Yes |
| Done-for-you service | Yes | No |
| Google AI Overviews | No | Yes |
| Microsoft Copilot | Partly (Canonry managed tracking (not the open-source platform's provider list) plan and up) | No |
| Grok | Partly (Canonry managed tracking (not the open-source platform's provider list) plan and up) | Yes |
| DeepSeek | Partly (Canonry managed tracking (not the open-source platform's provider list) plan and up) | Yes |
| Meta AI | Partly (Canonry managed tracking (not the open-source platform's provider list) plan and up) | Yes |
| Brand sentiment | Partly (currently limited) | Yes |
| Wrong answers about you | Partly | Yes |
| Prompt or credit allowance | Partly | Yes |
| Projects or brands | Yes | Partly (Scale plan and up) |
| Countries | Yes | Partly (Extra market slots add-on add-on) |
| Card required to start | No | Yes |
| Self-serve signup | Partly | Yes |
| API | Yes | Partly (Scale plan and up) |
| BI export | Partly | Partly (Scale plan and up) |
| API | Yes — Local REST API with OpenAPI spec at /api/v1/openapi.json, MCP adapter, and Agent Plugin for Codex/Claude/Cursor. | Yes — The REST API is withheld from the entry plan and unlocks on Scale or Enterprise; the comparison table marks the API row with a dash for Growth. |
| Tags | API · Brand monitoring · ChatGPT · Claude · Content optimization · Gemini · Perplexity | AI Overviews · API · Brand monitoring · ChatGPT · Claude · Free trial · Gemini · Perplexity |
| Best for | developer-led or privacy-conscious teams and agencies that want a free, self-hosted AEO stack they can drive from Claude Code or Codex | marketing teams, founders, and SEO/GEO specialists who want a fast, no-code way |
| Watch for | No first-party hosted dashboard for solo users; the only managed or hosted options (Embedded, Custom, Managed, White-label AEO) are scoped and custom-quoted for agencies, not individuals. | Pricing defaults to GBP display on the vendor page even though billing is in USD, which makes the headline numbers (Growth £79 (about $105), Scale £395 (about $523)) appear lower than the dollar values actually charged to non-UK cards once converted. |
| Full facts | https://citedindex.com/canonry.md | https://citedindex.com/trakkr.md |

## Verdict: Canonry or Trakkr?

Want a free, fully-inspectable tool you run yourself, with fix execution and no recurring bill beyond your own AI-provider keys → Canonry. Want a hosted, no-install SaaS with GA4 revenue attribution, named-competitor benchmarking and an AI agent that auto-applies weekly action items → Trakkr.

## FAQ

**What is the main difference between Canonry and Trakkr?**

Canonry is free, self-hosted, source-available software you run with your own AI-provider keys and can use to execute some fixes directly (JSON-LD schema, WordPress edits, indexing submissions). Trakkr is a paid, hosted SaaS ($100–$500/month) built around GA4 revenue attribution, competitor benchmarking and weekly AI-agent-actioned playbooks.

**Is either tool free?**

Canonry's core self-hosted platform is free and source-available (FSL-1.1-ALv2); its Embedded, Managed and Ads services for agencies are custom-quoted on top. Trakkr has no free tier, only a 14-day free trial ahead of its $100/month Growth plan.

**Which one tracks more AI engines?**

Trakkr names eight models it tracks (ChatGPT, Claude, Gemini, Perplexity, Grok, Meta AI, DeepSeek, Google AI Overviews). Canonry names five for citation tracking (Gemini, ChatGPT, Claude, Perplexity, local OpenAI-compatible LLMs) plus off-site surfaces like Wikipedia and Reddit that Trakkr doesn't track.

**Which one fixes problems, not just reports them?**

Canonry can execute some fixes directly: JSON-LD schema, WordPress content edits, and indexing submissions. Trakkr surfaces prioritized weekly action playbooks and can auto-apply some actions via a built-in AI agent, but it doesn't edit your site's code the way Canonry's fix-execution does.

**Does either connect to Google Analytics?**

Both do, for different purposes. Trakkr's no-code GA4 integration specifically attributes revenue to AI-referred traffic. Canonry layers in GA4 alongside Google Search Console and Bing Webmaster data to correlate citations with real traffic, but doesn't make a revenue-attribution claim the way Trakkr does.