Trust signal system

Reputation Systems for Agent Evaluation

Make customer proof visible, fresh, and connected to the pages agents evaluate. We turn reviews, complaints, policies, testimonials, and outcomes into a trust layer that supports AI citations and local recommendations.

Audit Trust Signals

Trust Proof That Travels Across Search Surfaces

Agents do not evaluate trust the way humans do. They need explicit evidence: consistent reviews, visible policies, recent customer language, service-specific proof, and clear escalation paths for negative experiences.

  • [01]

    Review Theme Extraction

    Identify the service, location, and outcome language customers use when describing value.

  • [02]

    Review Schema & Proof Linking

    Connect review evidence to relevant service, location, and product pages without overstating markup.

  • [03]

    Sentiment Routing

    Route praise into public proof and operational issues into private resolution workflows.

Review request workflow
1. Customer experience completedReady
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2. Review request sent by SMS or emailSent
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3. Review proof connected to the siteLinked to Site