Definition
Review platform citations are links to pages on sites such as G2, Capterra, Trustpilot and Gartner Peer Insights that an AI answer lists as sources. They are a form of third-party mention built from customer ratings and written reviews, and they sit alongside other citation content types such as Reddit citations and other UGC citations.
Two studies suggest review sites matter more as a buyer nears a decision. Seer Interactive analyzed 804,491 AI responses across 1,926 brands and four platforms in March 2026. In its data, trust and review sites made up 1.51% of citations for awareness prompts and 24.27% for intent prompts. Kevin Indig's analysis for G2 looked at about 35,000 ChatGPT citations from Profound in December 2025 and found review-platform share rose from 7.4% at discovery to 13.2% at evaluation, about 1.8 times higher. G2 has an interest in the topic, and both studies cover specific prompt sets.
Which review site leads depends on the study. Seer, using consumer and business brands across eight verticals, found Trustpilot was the most cited review site on all four platforms, at least twice as likely as the next one. The G2 analysis used software prompts and found G2 and its acquired brands Capterra, Software Advice and GetApp held 84% of review-platform citations, with Trustpilot near zero. The takeaway is to check which review sites AI cites in your own category rather than assume one.
Seer also reported that brands with no Trustpilot profile had a median citation rate of 1%, versus 53.5% for brands with a minimal profile of as few as 1 to 13 reviews. That is a correlation in one study, since other factors could differ between brands, but it points to cheap gaps worth checking. Pair this with an AI citation source audit to see which review pages your prompts actually cite.
Review citations also interact with self-promotional listicles. When an answer weighs vendor claims, independent ratings can act as a check. Our post on whether G2 and Capterra help ChatGPT recommendations covers the software case, and the top ChatGPT citations by domain report shows which domains lead overall.
Examples of Review Platform Citations
- A B2B software company sees G2 and Capterra pages cited in ChatGPT answers to 'best CRM for small teams', and asks recent customers for reviews on both.
- A home services brand with no Trustpilot profile finds AI answers about its reputation cite only a competitor's reviews, and claims its profile.
- A SaaS team compares review-site citations by funnel stage and finds they appear mostly in comparison and 'should I choose' prompts.
- A fintech marketer checks that the star rating and review count AI quotes for the brand match the live profile, and replies to outdated complaints.
