AI Engine Researcher.
Your personas, your queries, your data. This is the only way.
Unique Behavioral Personas For Every Customer
AI engines tailor answers to conversation history, language, location, and dozens of subtle signals. Two people can type the same query and get completely different results — and citations.
Qvery builds granular synthetic personas from real customer data. Each persona mirrors a genuine customer segment and runs varied multi-question threads in Google AI Mode and ChatGPT.
Persona-Aligned Contextual Queries
Real visibility tracking begins with real queries. For every persona, Qvery creates multi-question threads, using query fan-out to branch one prompt into a web of context-rich variations.
These threads lay down persona-specific conversation history, allowing Qvery to measure brand visibility and share of voice in Google AI Mode and ChatGPT across every segment, scenario, and vertical.
Real-World Output & Citations
Anonymous searches yield misleading data. Qvery runs each query from a persona’s logged-in state, with personalized history, language, and location, so AI engines return the same tailored answers and citations your customers are getting in the real world.
The result: concrete insights into where your brand appears now and which citations you must secure to rise in AI search.
Actionable Metrics
Every AI response captured flows into Qvery’s analytics engine, distilling three core metrics: Visibility, Share of Voice, and Sentiment.
Qvery Assistant combines these metrics with the complete citation graph to pinpoint where to gain new mentions, improve content, and how to grow your exposure.