Know what AI search says about your brand

See how ChatGPT, Gemini, AI Overviews, Google AI Mode and Perplexity describe your brand, what that market is worth, and which of your own pages is in the way.

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Fig. 01 — Overview, 30 days

The models this samples, every pass

ChatGPT
Gemini
AI Overviews
Google AI Mode
Perplexity

Answers are the new search results.

Your buyer asks once and gets one answer. You're either in it or you aren't.

Track every answer

Every prompt, every model, every market, on a schedule — and which sources the answer leaned on.

  • Visibility
  • Share of voice
  • Position
  • Sentiment

Put a dollar figure on it

The keywords you and your rivals compete for, weighted by how often they are searched and what advertisers pay for them. Your visibility becomes a share of a real number.

  • Keywords
  • Search volume
  • Cost per click

Mentions to earn, pages to fix

The sources the answers lean on that never name you, and your own pages in the way — ranked by what moving them is worth, and re-measured against a frozen baseline two weeks later.

  • Earned
  • Owned
  • Re-measured

Your site, read the way AI reads it

Recomma crawls your site from its sitemap and shows which AI crawlers you block and which markup rules each page fails. None of it waits on a rival or a sampled chat.

  • robots.txt
  • 15 markup rules
  • Sitemap
Also in Recomma
  • Prompts
  • Sources
  • Opportunities
  • Impact
  • Brands
  • REST API

Numbers you can defend in the room.

Every metric carries its sample size and a confidence interval. A thin window says so instead of pretending.
38%4.2
34%95% confidence interval43%

420 samples over 7 days

Work, not a report

Reporting AI visibility for two quarters and never changing anything because of it. An action queue is where the data starts producing work.

One pool for every client

Twenty accounts on one pool. Per-brand pricing means an agency tracks its biggest five and guesses at the rest.

An interval on every number

Confidence intervals sound like a small thing. They are what stops a finance team arguing with a dashboard.

Hand it to the agent doing the work.

Everything above is available over MCP, scoped to your workspace and seeing exactly what you see.

Connect your coding agent

Pull the answers, the gaps, the queue, the priced market and the markup to change into the repository where the fix happens. The few tools that write preview first and need a permission of their own.

  • Claude Code
  • Codex
  • Gemini CLI

One prompt budget, spent where you choose

Questions are pooled across the workspace rather than rationed per brand, so the client who needs forty gets forty.

  • Pooled questions
  • Unlimited brands on Scale

Research and buyer's guides.

What we have measured, and how the tools in this category compare, with every fact linked to its source.
All comparisons

Questions we get asked.

Find out what AI says about you today.

Give us a domain. We read the site and propose the topics, questions and competitors; you keep what you want.

Start trackingSee pricing