Platform · Analysis

The diagnostics behind the number.

A grade tells you where you stand. Analysis tells you why — the prompts, competitors, sentiment, segments and crawler access that decide whether AI names you, each carrying the specific move to fix it.

Prompts Competitors Sentiment Segments AI crawlers the diagnostics behind the visibility number
Five lenses

Why you win or lose the answer.

Prompts

The real buyer questions you win and lose — so you target the ones that matter, not vanity keywords.

Competitors

Who AI recommends instead, engine by engine, with share of voice.

Sentiment

How AI describes you when it does name you — the framing, not just the mention.

Segments

How the answer shifts by persona and region, so you see where you're strong and where you're not.

AI crawlers

Whether the bots that build the answers can actually reach and read you.

Start free

See why AI recommends someone else.

Run the free scan, then connect your data when you want the dollars — or see pricing.