Yotpo has launched Discover, a platform that shows ecommerce brands where their products are missing from AI recommendations and helps them close the gaps. The New York company says shoppers increasingly ask AI engines what to buy, so shortlists can form before they visit a brand's website. Teams can analyse performance by product, category, region, and buying stage. Discover uses a brand's catalogue and customer signals to help create content, improve product pages for AI engines, and extend shopper feedback beyond the brand's site. In Yotpo case studies, footwear brand Aetrex reported a 62% increase in No. 1 product placements in AI answers. Pair Eyewear reported about 33% growth in awareness-stage visibility and a 38% increase in unbranded mention rate. Discover works with Shopify, Salesforce Commerce, Adobe Commerce, and BigCommerce.

Judge.me vs Yotpo: best AI product reviews app for small online stores in 2026. Judge.me wins for Shopify stores with free photo reviews and a flat $15 plan, Yotpo wins for WooCommerce, BigCommerce, or reviews-plus-loyalty needs. Judge.me is the best pick for Shopify stores - unlimited photo and video reviews on a free plan and one flat $15-a-month plan that adds AI features and Google Shopping, no matter how many orders you get. Yotpo is the best pick for stores on WooCommerce, BigCommerce, or Adobe Commerce, and for brands that want reviews, loyalty, and more from one vendor - pricing scales with monthly orders. The key fact: Judge.me has become Shopify-only, so platform decides much of this choice. Both replace chasing customers for reviews by hand with automatic review requests and on-site widgets. The two, in one line each. Judge.me is a Shopify-only product review app with unlimited photo and video reviews on a free plan and a flat $15 monthly plan with AI features. Yotpo is an ecommerce reviews, UGC, and loyalty platform priced by order volume, with AI review summaries and Google Shopping syndication on higher tiers. Where each one actually wins. Judge.me wins on price and predictability for Shopify. Its free plan includes unlimited product and store reviews, unlimited photo and video reviews, unlimited review requests, and Google rich snippets. The Awesome plan is a flat $15 a month with a 15-day free trial and adds AI, social and Google Shopping, referrals and coupons. Its AI features include review summaries, AI-drafted replies you approve, review translations into 38 languages, FAQs generated from reviews, and review request copy, plus "AI shopping visibility" that makes reviews readable by AI search tools. Judge.me ended support for WooCommerce, Square, Squarespace, BigCommerce, Duda, and PrestaShop between late 2025 and January 2026. Yotpo wins on platform reach and an expanded product line. It supports Shopify, Shopify Plus, Salesforce Commerce Cloud, Adobe Commerce, BigCommerce, and WooCommerce, though non-Shopify platforms may carry extra implementation fees. Its free plan covers up to 50 orders a month without photo and video reviews, Starter starts at $15 a month and rises with orders (its pricing cards show $89 at 500 orders), and Pro starts at $119 a month ($169 at 500 orders) and adds AI summaries, smart sorting, and syndication to Google Shopping Ads. Its pricing page is inconsistent about which tier includes which AI feature, so confirm before buying. If you're on Shopify and want predictable cost with AI included, Judge.me is the more direct fit. If you're on another platform or want reviews alongside loyalty and other tools, Yotpo is the better match. Quick comparison. | Tool | Starting price | Core job | Best fit | | Judge.me | Free; Awesome plan $15/mo flat | Product reviews, photo/video, AI features | Shopify stores of any size | | Yotpo | Free (50 orders/mo); paid scales with orders | Reviews, UGC, loyalty platform | WooCommerce, BigCommerce, Adobe Commerce stores and growing brands | *Prices as listed by each vendor in October 2026. Annual prices are not listed by either.* Which one should you use? Choose Judge.me if you run a Shopify store and want unlimited photo and video reviews and flat pricing. Choose Yotpo if you're on WooCommerce, BigCommerce, or Adobe Commerce, or want reviews and loyalty from one vendor. FAQ. Does Judge.me still work with WooCommerce or BigCommerce? No. Judge.me sunset support for WooCommerce and Squarespace on October 31, 2025, BigCommerce on January 12, 2026, and other platforms around the same period, so it is now Shopify-only. Many older directories still list those platforms. Can I collect photo and video reviews for free? On Judge.me, yes, unlimited on the free plan. On Yotpo, photo and video reviews start at the Starter tier, and the free plan is capped at 50 orders a month. Will I get star ratings in Google Shopping on the free plans? No. Judge.me's Google Shopping feature is on the $15 Awesome plan, and Yotpo's syndication to Google Shopping Ads is on Pro. Free plans provide search rich snippets only. How does the AI review feature work? Judge.me's AI drafts summaries, replies, and FAQs from your reviews, and nothing goes live without your approval. Yotpo offers AI review summaries and smart sorting from its Pro tier, according to its FAQ. What happens to my reviews if I cancel Judge.me's paid plan? Judge.me says cancelling drops you back to the free plan and keeps your reviews. Related guides. *Ratings and pricing reviewed monthly. Last updated October 2026.* Bogdex · Founder & editor, woska Bogdex builds and curates woska, testing AI tools against real workflows to judge which ones actually save time rather than which have the longest feature list. Found this useful? Enjoyed this guide? Ratings and pricing reviewed monthly. Last updated Oct 2026.