Prompt discovery
Find the questions buyers ask AI assistants in your market before you measure anything.
- Find the questions buyers in your market ask AI
How to turn your category into a list of the questions buyers ask AI assistants, phrased natively for each market, and score which ones are worth tracking.
Runs in: Questions
Measuring visibility
Turn AI answers into rates with an interval, per surface and per market.
- Know whether AI recommends you, with a margin of error
How to measure how often OpenAI’s models, Gemini, Perplexity and Google’s AI features mention or recommend you, as a rate with a credible interval, and tell a real change from noise.
Runs in: Overview
Sources & citations
The third-party pages assistants cite, and how to be named on them.
- Get onto the sites AI already cites in your category
How to find which review sites, directories and publications AI assistants cite for your category, check whether they name you, and close the gaps one page at a time.
Runs in: Sources
Regional & language
One market at a time, in its own language, asked from its own place.
- Check you are visible in Spanish in Mexico, not just in English
How to measure AI visibility market by market, with native questions and a local location, so a good result in English does not hide an absence in Mexico, Brazil or Indonesia.
Runs in: Markets
Fixing & measuring
Ship the change from your coding agent and read the result as an experiment.
- Ship a fix from your coding agent, then measure whether it worked
How to go from an AI-visibility gap to a shipped page change without leaving your coding agent, then measure the change against a baseline and control prompts.
Runs in: MCP server + Experiments
Brand facts
Keep one approved version of the truth and correct the answers that contradict it.
- Stop AI assistants repeating wrong facts about your brand
How to keep a single approved set of brand facts, audit what AI answers claim about your pricing, product and markets, and correct the source of each wrong claim.
Runs in: Context + FactCheck
See how AI sees your brand.
Start with one market. Expand when you're ready.