Hallucination + Prompt Monitor
The Hallucination + Prompt Monitor tracks how AI describes your business across industry, service, geographic, branded, and comparison queries.
This service includes prompt libraries, branded and category tracking, local recommendation prompts, competitor mention checks, citation source tracking, sentiment, answer-position monitoring, and recommended fixes.
Scope is confirmed against an observed leak before work begins.
Run a free scan first Bring an existing finding- ✓Prompt visibility
- ✓Competitor mentions
- ✓Citation sources
- ✓Sentiment
- ✓Answer position
Fix the observed path before expanding the work.
Businesses that want a more direct view into prompt-based discovery and competitor presence.
Branded and category prompts return descriptions that do not match the business.
InspectCompetitors appear in answers where you would expect to.
InspectCitation sources behind those answers are unclear.
InspectIncluded work and explicit limits.
The service definition separates what Revvye contributes from what remains with the operator.
What should be observably different.
There is a recurring read on how AI describes the business.
Drift in answers and competitor presence becomes visible over time.
These are intended public-surface changes, not promised revenue outcomes.