The top 10 apps merchants see when they search the Shopify App Store for product recommendations, in the exact order the store ranks them. Only Shopify's organic ranking is shown, never sponsored ads.
Updated September 8, 2026 · Organic rankingThe obvious assumption about this category is wrong in an interesting way. Shopify does not only generate recommendations, it also measures them: its own discovery app reports the rate at which shoppers click recommendations and the rate at which they buy what they found there, and flags the ones nobody engages with. Analytics is not the gap.
The gap is where recommendations are allowed to appear. Natively they are a product-page feature, and an opt-in one at that, requiring a theme with the right sections added to the right template. The cart drawer, the checkout, the thank-you page and the email are all somewhere else entirely, reached through separate extension points. That is why almost nothing here sells recommendations on their own: every leading listing bundles them with upsell and bundle mechanics, because getting a suggestion in front of somebody anywhere except a product page means using a different mechanism.
Sell more with Upsells & Recommendations And Free Shipping Bar
Built for ShopifyProduct recommendation quizzes builder to boost leads & sales
Built for ShopifyLift AOV with Frequently Bought Together Cross-sell Upsell App
Built for ShopifyIn cart upsell, checkout upsell, product addons bundle for AOV
Built for ShopifyBoost AoV, ROAS & Conversion using All in One Upsell AI
Boost AOV with quantity breaks, product bundles & upsell app
Built for ShopifyGrow AOV with FBT bundles and related product recommendations
Built for ShopifyProduct recommendation quiz builder (eg skincare quiz)
Built for ShopifyLift AOV via Slide Cart Upsell, Sticky Add to Cart, Reward Bar
Built for ShopifyFrequently Bought Together & Product Recommendations for AOV
Based on the Shopify App Store's own organic ranking for "product recommendations", Product Recommendations • ES currently holds the #1 spot, with a 5.0 star rating across 133 reviews. The best choice for your store still depends on your requirements, so compare the top results above.
We record the organic results merchants actually see when searching the Shopify App Store for "product recommendations", refreshed daily. Shopify's own sponsored ("Ad") results are excluded, so positions reflect its real search ranking rather than paid promotion. Source: the Shopify App Store search results for "product recommendations", you can verify the current ranking there yourself.
8 of the top 10 product recommendations apps hold the Built for Shopify badge: Product Recommendations • ES, RevenueHunt Product Quiz Maker, Essential Upsell & Cross Sell, Upsell & Cross Sell — Selleasy, Kaching Bundles App & Upsells and more.
Built for Shopify
Built for Shopify is the highest level of recognition Shopify awards an app. To earn
the badge, an app must meet Shopify's standards for safety, performance, ease of use,
and proven usefulness: it cannot slow down the admin, storefront, or checkout, must
integrate seamlessly into the Shopify admin, and must demonstrate quality through
installs, reviews, and ratings over time. When comparing similar apps, preferring
ones with the badge is a safe default.
Learn more about the Built for Shopify badge →
As of September 8, 2026, the top-ranked product recommendations app on the Shopify App Store is Product Recommendations • ES, with a 5.0 star rating across 133 reviews. 8 of the top 10 carry the Built for Shopify badge, and the average rating is 4.9 stars across 13,626 reviews.
Rankbase helps Shopify app developers track keyword positions, analyze install click data, and optimize app listings to rank higher in the Shopify App Store.
Explore Rankbase →Rankbase is made by Craftshift, a Shopify Partner building apps for product images, variants, and bulk catalog work. We built Rankbase to track the App Store rankings of our own apps first, then opened it to other developers, and this directory grew out of that work. The rankings on these pages are Shopify's own organic search results; we never edit them, including for our own apps.