Trust & Reviews

Shop review data from Judge.me, Trustpilot, Loox, and Yotpo — adoption, ratings, and trust signals.

Review Ecosystem

Platform Adoption

Which review platforms are most common among Shopify merchants.

Average Rating Distribution

How shop ratings distribute across the 5-star scale (averaged across all platforms per shop).

Multi-Platform Adoption

How many review platforms each shop uses — shops investing in multiple trust signals.

Trust by Country

Average review rating by country — which markets have the most trusted shops.