# Recomma

> Recomma measures how ChatGPT, Gemini, Google AI Overviews and AI Mode describe your brand — captured from the answers readers see, not from the APIs — and turns every gap into work you can ship and verify.

Recomma (recomma.ai) captures the answers ChatGPT, Gemini, Google AI Overviews and AI Mode give to the questions a brand's buyers ask — from the interfaces readers use, not the APIs — records which brands and sources each answer names, prices the market behind the questions, audits the brand's own site for the faults an assistant trips on, and reports the visits assistants send.

## Pages

- [Home](https://recomma.ai/): What Recomma measures and how.
- [Pricing](https://recomma.ai/pricing): Starter, Growth and Scale plans, and the managed services.
- [Blog](https://recomma.ai/blog): Notes on measuring what AI says.
- [Fix what AI search gets wrong about you, from Claude Code (MCP)](https://recomma.ai/blog/ai-visibility-mcp-claude-code): Connect Claude Code to Recomma over MCP, read the site audit's findings, fix the template, close the ticket — and let the re-measure say if it worked.
- [The GEO audit checklist: 15 markup rules AI crawlers trip on](https://recomma.ai/blog/geo-audit-checklist): The fifteen markup rules our site audit runs on every page, in queue order: what each checks, why an engine cares, and the fix that fits in a diff.
- [What is AI search visibility? The metrics, defined](https://recomma.ai/blog/what-is-ai-search-visibility): The share of AI answers that name your brand, plus share of voice, position and sentiment — each defined the way it is counted, and over what.
- [AI visibility vs SEO: the same keywords, a different question](https://recomma.ai/blog/ai-visibility-vs-seo): Same keyword data, different result: an answer that names a few brands, not a list of pages. What carries over from SEO, and what does not.
- [What sampling a model can and cannot see](https://recomma.ai/blog/what-sampling-can-see): How an AI answer becomes a number: captured from the interface a reader sees, sources kept as shown, and 'named' kept apart from 'cited'.
- [Every gap becomes a ticket, and every ticket gets a verdict](https://recomma.ai/blog/gaps-become-tickets): Closing a ticket freezes a baseline; fourteen days later the same prompts are re-measured on fresh answers. The verdict is kept even when nothing moved.
- [Why every number here comes with the room it could be wrong by](https://recomma.ai/blog/confidence-intervals): A visibility percentage without a sample size is a coin flip with a decimal point. Every metric here carries the answers behind it and a 95% Wilson interval.
- [Compare](https://recomma.ai/compare): Recomma beside the other AI search visibility tools.
- [Recomma vs Otterly.AI (2026): which AI visibility tool fits you](https://recomma.ai/vs/otterly): Recomma and Otterly.AI side by side: engines, prices with add-ons, cadence, API and MCP, and how each turns answers into numbers. Facts linked.
- [Otterly.AI alternatives (2026): 8 AI visibility tools compared](https://recomma.ai/alternatives/otterly): Eight AI visibility tools to weigh against Otterly.AI — prices, engines, cadence and who each suits, from their own pricing pages.
- [Recomma vs Peec AI (2026): plans, engines and method compared](https://recomma.ai/vs/peec-ai): Recomma and Peec AI side by side: plans, prompt allowances, engines, API and MCP access, and what each does after the measurement.
- [Profound alternatives (2026): self-serve AI visibility tools](https://recomma.ai/alternatives/profound): Profound sells brand tracking by contract. Self-serve AI visibility tools with published prices, compared on engines, cadence and access.
- [Privacy policy](https://recomma.ai/privacy)
- [Terms of service](https://recomma.ai/terms)

- [Everything above, in full](https://recomma.ai/llms-full.txt): this file with every post's text inline.

## Documentation

- [Docs](https://docs.recomma.ai/): every concept and metric, defined.
- [Docs for language models](https://docs.recomma.ai/llms.txt)