Platform capabilities

Everything you need to track AI visibility

One methodology, applied consistently across every category you track - from raw session transcripts down to a prioritized list of what to fix first.

Visibility scoring

See exactly how often your brand is the first recommendation versus just mentioned in passing, across every question and phrasing tracked.

Rank every vendor named by an agent side by side, with share-of-voice and win-rate broken out per vertical.

Every search query and page an agent opened is logged in order, so you know precisely which references shaped the final recommendation.

Split results by use case or audience segment to see where you're winning outright and where a competitor consistently edges you out.

A ranked action list tied to the specific pages and sessions costing you visibility, with an estimate of the upside for each fix.

Built to compare results across coding agents as more runners come online, so you can see if different agents recommend different vendors.

Open any individual session to read the exact prompt, plan, vendor list, and source timeline the agent produced.

Run the same methodology across as many product categories as you need, each with its own brand, competitors, and buyer questions.

Open a live dashboard to explore a category already in track.