Measure, diagnose, act, then write from approved facts.

The product moves from a buyer question to a grounded next action. Each view keeps the supporting answer and source within reach.

One evidence chain, four working views.

The modules move from measurement to action without losing the answer or source that supports the recommendation.

Illustrative trace / Measure

Promptraw answer kept

Freshnessrecorded

Ask the questions buyers ask across AI surfaces and keep each raw answer with its provider, prompt and freshness.

Illustrative trace / Diagnose

Answer spanopened

Cited sourceclassified

See why another business appears instead, with the cited pages and answer spans that support the finding.

Illustrative trace / Act

Documented gapprioritized

Next steplinked

Turn a documented gap into a next action with visible inputs, priority and an evidence link.

Illustrative trace / Content

Approved factallowed

QA gaterequired

Draft from approved brand facts only. Unsupported numbers, forbidden claims and banned phrases block the draft.