Products
Prompt testing
AI Recommendation Testing
AI Recommendation Testing evaluates buyer-style prompts against the saved profile, services, location, schema, citations, and conversion path. It records predicted recommendation, rank, gaps, sample size, and methodology; results remain directional until validated through a configured live-engine connector.
Buyer prompt monitor
Measure recommendation readiness for real buyer questions and save a repeatable baseline.
What it includes
- Prompt library
- Run and save tests
- Weekly monitoring
- Missing signal detection
- Suggested next actions
Best for
- AEO and AI visibility teams
- Agencies
- Service businesses
- Product marketers
How it works
Use this product in a clear operating workflow.
Add high-intent buyer prompts
Run tests across AI platforms
Review missing mentions
Publish FAQs, schema, and proof content
Measurement
Metrics this product helps you improve
Recommendation win rateRankMissing signalsTests run
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