A clear process from signal to remeasurement.
AnswerSignal makes every transition visible: what was asked, what was observed, what supports the decision and what a later measurement shows.
01 recurring domains08 cited pages04 systems measured
Customer questions are the starting point.
24 neutral Discovery questions and 6 Brand Understanding questions are reviewed by a human. Only the approved, frozen version enters official measurement.
- Relevant purchase and provider intents
- Human review
- Versioned question set
Four AI systems, four separate observations.
ChatGPT, Claude, Gemini and Perplexity receive the same approved questions. The systems are never blended into one opaque answer.
- Answers and mentions
- Sources and competitors
- Provider coverage and failure state
Measurement quality determines how far a claim can go.
Only complete, comparable full measurements form a reliable development line. Individual answers remain visible but do not automatically become a trend.
Evidence becomes a reviewed recommendation.
Recommendations require sufficient evidence, relevance and a sensible action. People decide approval, priority and implementation.
- Recommendation tied to sources
- Approval or reasoned rejection
- Documented implementation by the customer or an appointed partner
Observed change and persistence are evaluated separately.
The next suitable full measurement after implementation shows an initial observed change. A later comparable measurement checks persistence.
Start with a controlled 30-day pilot.
Reviewed questions, four separate AI systems and evidence through remeasurement.
Explore the pilot