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Freemium Research & Intelligence

Trustpilot

Business review platform with AI Search metrics suite for brand trust and AI visibility

Visit Trustpilot Verified Apr 2026 · Next review scheduled Jun 2026

Trustpilot is the world's most widely used business review platform. The April 2026 update launches an AI Search metrics suite and custom dashboards that position Trustpilot as infrastructure for AI-mediated discovery — tracking how trust signals (recency, relevance, and volume of reviews) influence brand representation and recommendations in AI-generated responses. For communications and reputation teams, this reframes review strategy from a conversion tool to a brand discovery lever. The dashboards tie review recency and ranking signals to brand performance in AI recommendations, and the in-app review collection tooling is designed to improve the recency signals that influence AI discovery.

For comms teams: corporate affairs teams with customer trust exposure.

Best for

  • Corporate affairs teams with customer trust exposure
  • Consumer brands with significant review volume
  • Crisis and reputation leads monitoring AI-generated perception
  • Regulated industries where AI-mediated comparison is growing

Pricing

Free plan for small businesses; business subscription pricing on request

AI Search metrics suite is a business product — contact business.trustpilot.com

Pricing last verified Apr 2026 – check vendor site for current rates.

What works well

  • + Reframes review strategy as an AI visibility lever, not just conversion
  • + Independent research-backed AI visibility rationale
  • + Established platform with hundreds of millions of reviews globally

Watch out for

  • - Review ecosystems subject to fake or incentivised review risks
  • - AI visibility metrics depend on how AI systems weight review sources — can change
  • - Limited value for B2B services, public sector, or NGOs without consumer reviews

When to choose this

Choose Trustpilot when your organisation has significant consumer review exposure and you need to understand how review-driven trust signals influence brand representation in AI-generated recommendations.

Who should look elsewhere

If your organisation doesn't have significant consumer review exposure (B2B services, public sector, NGOs), Trustpilot's core platform will be of limited value. For GEO monitoring of brand mentions in AI search responses without the review infrastructure, Otterly AI or Profound are better fits. If media coverage rather than review signals is the primary reputation driver, traditional media monitoring tools (Meltwater, Brand24) are more directly applicable.

Key features

  • Review collection, management, and display for businesses
  • AI Search metrics suite (launched April 2026)
  • Custom dashboards tying review signals to AI visibility performance
  • Brand representation monitoring in AI-generated recommendations
  • In-app review collection tools designed to improve AI recency signals

Governance & data

Data inputs Customer review data, business profile information, and review signals used for AI visibility analysis
Model training & controls AI Search metrics are analytics on review data, not model training — check vendor documentation
Admin, SSO & permissions Business account management with review response controls
Audit trail & approvals Review history, response records, and AI metrics dashboard
Risk notes Review ecosystem integrity risk — fake or incentivised reviews remain an active risk in contested categories despite fraud detection. AI visibility scores are not stable metrics as model update cycles change how AI systems weight review signals.

Governance information is based on publicly available vendor documentation. Verify with your vendor before procurement decisions.

Integrations

CRM integrations availableAPI access on business plans

Available on

Web

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