AI-Moderated Voice Interview
Participants browse your product while an AI voice moderator asks questions, probes friction points, and adapts in real time. You get prioritized findings — not raw transcripts.
Candor does this so you don't have to
Consent screen + mic access
Participants see a clear consent screen explaining the study. Once accepted, the browser requests microphone access and the session begins automatically.
Product loads in iframe
Your product URL loads in a sandboxed iframe alongside the moderator panel. Participants interact with the real product while the AI observes and asks questions.
AI asks questions following your guide
The moderator follows your interview script — or generates questions from your topic list. It probes deeper on interesting responses and gracefully handles off-topic tangents.
Interactive overlays
The moderator can surface task cards, rating scales, and progress bars during the session. Participants complete structured activities while continuing the conversation.
Findings synthesized automatically
After each session, Candor synthesizes the conversation into prioritized findings. As more sessions complete, cross-session patterns emerge and findings are re-ranked automatically.
Usability Testing
Watch participants navigate your product in real time while the AI uncovers friction points you'd miss in analytics.
First Impressions
Capture unfiltered reactions to landing pages, onboarding flows, or new features within seconds of first exposure.
User Interviews
Run structured or semi-structured interviews at scale without scheduling, no-shows, or interviewer fatigue.
Concept Validation
Test early-stage concepts, prototypes, or mockups with real users before committing engineering resources.
Adaptive Research
The AI moderator adapts its line of questioning based on participant responses — surfacing insights a fixed script would miss.