UGC operations
Photo review
What is Photo review?
A review that includes a customer-submitted photo of the product. Converts 2.6x better than text-only reviews on the same SKU (PowerReviews, 2023 baseline).
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AI search
Customer Review Volume Benchmarks: How Many Is Enough?
Median brands have 9 reviews per SKU; top-decile have 38. The trust threshold sits at 20+. Volume by industry, photo/video penetration, and growth tactics.
AI search
The State of UGC & AI Commerce 2026
Our annual report on how AI engines reshaped product discovery, why UGC became the evidence layer agents quote, and the seven plays separating leaders from laggards.
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