AI Visibility Intelligence that leads to a clear decision.
AnswerSignal connects real buyer questions, repeated measurements, sources, competitors and measurement quality with approved recommendations and comparable remeasurement.
01 recurring domains08 cited pages04 systems measured
See where your brand appears—and where it does not.
Every approved question is measured in ChatGPT, Claude, Gemini and Perplexity. Answer, mention, recommendation, sources and competitors remain traceable by system.
- Brand mentions and omissions
- Recommended competitors in question context
- Cited domains and source patterns
Measurement quality is part of the result.
Coverage, provider status and comparability are shown with the finding. A failed answer is missing evidence—never zero visibility.
- Separate provider states
- Completeness by full measurement
- Comparison only with the same approved question version
Every recommendation remains traceable to its evidence.
A recommendation appears only with sufficient comparable data and business relevance. It is reviewed, approved and documented with implementation context.
- Recommendation when the data is sufficient
- Human approval
- Owner, target page and implementation date
Comparable remeasurement follows implementation.
A later measurement shows the observed change. A further comparable measurement indicates whether the signal persists—without claiming a cause the data cannot support.
- Comparable baseline
- Observed change
- Persistence review
Search Console and GA4 support interpretation.
Read-only Search Console data and aggregate GA4 Organic context may explain demand and relevant pages. They remain supporting context, not a second product promise.
Start with a controlled 30-day pilot.
Reviewed questions, four separate AI systems and evidence through remeasurement.
Explore the pilot