AI Search Visibility Dashboard

We ask the real engines. Every prompt is submitted as a user would submit it, from a clean session in the target market, and the full answer is captured and parsed — brand mentions, position within the answer, sentiment, and every source cited. Nothing is modelled or estimated from keyword data.

We build the prompt set with you in week one. It starts from how your buyers actually ask — support tickets, sales call transcripts, site search, and existing search queries — then expands to comparison prompts, problem-first prompts, and competitor-named prompts. A typical client tracks 1,500 to 2,500 prompts. You can add or remove prompts at any time.

ChatGPT and Google AI Overviews every 6 hours, Perplexity every 8 hours, Gemini every 12 hours, Copilot daily. Priority prompts you flag can be re-run hourly. Answers genuinely change through the day, so a weekly snapshot misses most of what happens.

It is the percentage of tracked prompts where your brand is named in the answer. We report it per engine and combined, alongside citation rank (your position among brands named) and citation share (your portion of all brand mentions in the category). All three are shown because a brand can be mentioned often but always last.

Both. You get the live dashboard, a REST API for your own warehouse, daily CSV or Parquet exports to S3 or GCS, and Slack or email alerts when a competitor displaces you on a prompt you own. Full answer text is included, so your team can read exactly what the engine said.

Yes, and most clients do. A typical setup tracks your brand plus five to ten competitors across the same prompt set, which is what makes the gap report useful — you see not just that you were absent, but who was named instead and which of their pages was cited.