Add smart related products to your store. They match your theme, improve navigation and boost sales. Help your customers find what they are looking for and make them more likely to buy from you with smarter related products that are easy to install, fit your styles and significantly outperform themes-provided ones. Our app combines sales data and dozens of attributes to automatically show items that make sense to your customers and have the maximum effect on your conversions. It can also be fine-tuned to your specific needs. Check the impact on your sales with detailed conversion tracking. Help your customers find what they are looking for and make them more likely to buy from you with smarter related products that are easy to install, fit your styles and significantly outperform themes-provided ones. Our app combines sales data and dozens of attributes to automatically show items that make sense to your customers and have the maximum effect on your conversions. It can also be fine-tuned to your specific needs. Check the impact on your sales with detailed conversion tracking. more Add related products sections to your store directly from the theme editor. Customize the look, manually fine-tune the logic, or let us do it for you. Check the impact on your sales with detailed reporting and conversion data.
Recommendation performance Shopify Apps
Discover the best Recommendation performance apps for your Shopify store in 2026. Compare features, pricing, and reviews to find the perfect solution.
Looking for the Top Recommendation performance Apps?
We've analyzed thousands of recommendation performance apps to identify the top performers based on ratings and install counts.
View Best Recommendation performance Apps
AI agent that learns your catalog, sells on your store, wins AEO in ChatGPT, Gemini, Perplexity. Recomaze runs the full AI commerce stack on one install: AI sales agent on your store, plus AEO and GEO in ChatGPT, Gemini, and Perplexity. The agent learns your catalog, recommends with real-time intent, compares variants, and answers shipping and returns from your knowledge base. The visibility engine tracks product-level share of voice in AI search, surfaces queries you lose to competitors, and rewrites titles, descriptions, blogs and FAQs to win them back. 84 weekly checks. Multi-language. Recomaze runs the full AI commerce stack on one install: AI sales agent on your store, plus AEO and GEO in ChatGPT, Gemini, and Perplexity. The agent learns your catalog, recommends with real-time intent, compares variants, and answers shipping and returns from your knowledge base. The visibility engine tracks product-level share of voice in AI search, surfaces queries you lose to competitors, and rewrites titles, descriptions, blogs and FAQs to win them back. 84 weekly checks. Multi-language. more AI sales agent that learns your full catalog and sells in real time Track product-level share of voice in ChatGPT, Gemini, Perplexity Find which AI queries you lose to competitors and win them back Bulk-rewrite titles, descriptions, blogs and FAQs for AEO across catalog Knowledge base for shipping, returns, and policy answers
Quiz app to boost sales, grow your email list, and turn shoppers into buyers with product quizzes. Quiz Builder lets you create a personalized product recommendation quiz to help each customer find their ideal product. Turn product finder quizzes into your 24/7 online sales assistant. Whether it's a skin quiz(skincare quiz), style quiz, gift quiz, personality quiz, scored quiz, hair quiz, vitamin quiz, pet quiz or questionnaire, your customers deserve a personalized shopping journey. Product discovery quizzes are the best way to increase sales and get insights about your target market. Quiz Builder lets you create a personalized product recommendation quiz to help each customer find their ideal product. Turn product finder quizzes into your 24/7 online sales assistant. Whether it's a skin quiz(skincare quiz), style quiz, gift quiz, personality quiz, scored quiz, hair quiz, vitamin quiz, pet quiz or questionnaire, your customers deserve a personalized shopping journey. Product discovery quizzes are the best way to increase sales and get insights about your target market. more Build a product quiz, quiz funnel, and pop up quiz for your e-commerce shop. Style your quiz to match your store’s look— colors, fonts, images, and more. Use Logic Jump for dynamic paths and a Point System for custom recommendations. Create a personality test and questionnaire with custom result pages in minutes. 5 publish type: Inline Quiz, Popup Quiz, Quiz on Button Click, Separate Page etc
eCommerce growth-automate your marketing via AI. Engage users. Provide personalized recommendations. Releva is an All-in-one AI automation solution for E-commerce growth that optimizes customers’ experience by providing a deeper understanding of the needs of each customer. Releva is a unique AI-first RevOps platform. In a single dashboard, Releva combines all tools you need to measure, attribute, experiment, analyze, predict and automate your growth in real-time. Releva combines users’ needs with your sales strategy to optimize for expected, timely, and engaging communication. Releva is an All-in-one AI automation solution for E-commerce growth that optimizes customers’ experience by providing a deeper understanding of the needs of each customer. Releva is a unique AI-first RevOps platform. In a single dashboard, Releva combines all tools you need to measure, attribute, experiment, analyze, predict and automate your growth in real-time. Releva combines users’ needs with your sales strategy to optimize for expected, timely, and engaging communication. more AI-driven sales assistant that anticipates clients’ needs on the website Easy-to-build marketing automations and workflows Hyper personalized omnichannel communication 360-degree customer profiles Product recommendations based on machine learning algorithms
ChatGPT-Powered 24/7 Sales & Support Chatbot with Advanced Order Automation Relish AI is your 24/7 AI assistant to boost sales and automate support. It provides product recommendations, order tracking, and automated answers, enhancing customer experience and driving conversions. Automate customer requests like cancellations, returns, address updates, and reduce subscription cancellations. Relish AI also drives sales through nudge, exit-intent, and personalized campaigns. Relish AI has seamless integrations to Shopify Inbox, Gorgias, Zendesk, Recharge, Klaviyo and more. Relish AI is your 24/7 AI assistant to boost sales and automate support. It provides product recommendations, order tracking, and automated answers, enhancing customer experience and driving conversions. Automate customer requests like cancellations, returns, address updates, and reduce subscription cancellations. Relish AI also drives sales through nudge, exit-intent, and personalized campaigns. Relish AI has seamless integrations to Shopify Inbox, Gorgias, Zendesk, Recharge, Klaviyo and more. more Instant GPT powered product recommendations and answer questions from users 24/7 Automate Order tracking, cancellation, returns and subscription order changes Drives sales with nudge, exit-intent, and personalized campaigns Auto-trains from catalog, pages, and store policies—no manual setup Integrates with Shopify Inbox, Zendesk, Klaviyo, Recharge, Gorgias and More
Product Quiz that uses AI / ML to guide customers. Ask Questions and Recommend like an expert would. Let's face it, either you or your in-house expert can most accurately recommend which product your customer should buy. Don't you wish you could be there for each and every customer at the time they need you? Rend AI Quiz builder allows you to make a series of questions to ask your customers, and then recommend a product the way your expert would. Rend allows you to train an ML algorithm to generate custom recommendations for each user. Use no code, and ditch rigid, less accurate quizzes. Let's face it, either you or your in-house expert can most accurately recommend which product your customer should buy. Don't you wish you could be there for each and every customer at the time they need you? Rend AI Quiz builder allows you to make a series of questions to ask your customers, and then recommend a product the way your expert would. Rend allows you to train an ML algorithm to generate custom recommendations for each user. Use no code, and ditch rigid, less accurate quizzes. more Use AI / ML to provide recommendations, not complicated logic or point-systems. Reduce customer service inquiries while providing more accurate advice. No coding required. Use a prebuilt floating button or popup to show your quiz. Improve conversions & lower returns by guiding your users to optimal products. Launch in minutes.
Get more repeat orders with one-click reordering & automated reorder emails triggered by past orders Maximize repeat orders and increase revenue with simple reorder button with popup to Buy Now. Send automated reorder reminders based on past orders to encourage customers to re-order. Add a reorder button to past and new orders, making it easy for shoppers to reorder product. Offer repeat orders discount and boost sales. With a single-page reorder form, buyers can quickly add multiple products, adjust quantities, and reorder in seconds. Grow bulk orders and reorders with a reorder button. Maximize repeat orders and increase revenue with simple reorder button with popup to Buy Now. Send automated reorder reminders based on past orders to encourage customers to re-order. Add a reorder button to past and new orders, making it easy for shoppers to reorder product. Offer repeat orders discount and boost sales. With a single-page reorder form, buyers can quickly add multiple products, adjust quantities, and reorder in seconds. Grow bulk orders and reorders with a reorder button. more Works with new customer account, B2B, Checkout, thank you & order status pages. Edit reorders: add items, or upload files from the Order detail page first. Returning customers can update quantity of reorder product for placing reorder. Supports reordering for both one-time purchases and subscriptions recent order. Set up automated reorder reminders with a time delay for customers to reorder.
An easy and must-have feature for customers who keep repeat orders with our Reorder Hero by Veliora. Reorder-Hero provides a way to add any previous order products to the cart or take them to the checkout page. customers can order items from past orders with just one click! Fast Repeat Orders Reorder option helps your customers repeat their past orders in 2 clicks. They can also add/remove products & change the quantity. Compatibility on mobile devices improves the customer experience We built a custom form for mobile so your customers can order anytime, anywhere, and on the go! Reorder-Hero provides a way to add any previous order products to the cart or take them to the checkout page. customers can order items from past orders with just one click! Fast Repeat Orders Reorder option helps your customers repeat their past orders in 2 clicks. They can also add/remove products & change the quantity. Compatibility on mobile devices improves the customer experience We built a custom form for mobile so your customers can order anytime, anywhere, and on the go! more Reorder using 'Popup Modal': Let customers reorder items from a previous order. Show details of previously bought items that help customers to reorder quickly Customer can able to see estimated delivery date for orders on Thank you page. Your customers can buy offered products using one-click upsell Reorder or repeat order that are previously ordered
AI Chatbot for Sales. Boost conversion with ChatGPT AI Chat, Live Chat & AI Shopping Assistant Grow sales with Rep AI. Our AI chat guides shoppers from browser to buyer using behavioral AI. ChatGPT-powered conversational AI that acts as a sales agent, recommends products, and answers support questions. Brand your AI assistant and seamlessly use an AI shopping assistant to answer product-related questions. Hand over to live chat if your AI Chatbot is unable to answer. Empower your business with Chat AI to upsell. Easily migrate from Gorgias, Chatty, Tidio, Kustomer, or ManyChat. Grow sales with Rep AI. Our AI chat guides shoppers from browser to buyer using behavioral AI. ChatGPT-powered conversational AI that acts as a sales agent, recommends products, and answers support questions. Brand your AI assistant and seamlessly use an AI shopping assistant to answer product-related questions. Hand over to live chat if your AI Chatbot is unable to answer. Empower your business with Chat AI to upsell. Easily migrate from Gorgias, Chatty, Tidio, Kustomer, or ManyChat. more Drive conversion with a proactive AI Chat Bot acting as an AI Sales Agent Automate tickets with a ChatGPT powered AI Chatbot that acts as a 24/7 AI Agent Train the Chat AI Bot to match your brand voice in every Chat Bot reply Sync real-time stock for accurate Chat GPT & AI Shopping Assistant response Hand over ChatGPT AI chat to live chat or sell via an AI bot with chatbot AI
Retentics shows Klaviyo what each customer wants next and when, making every flow feel personal. We analyze SKU-level purchase behavior to identify buyer cohorts — each with its own repurchase window, product preferences, and dynamic offers. Then automatically upgrade every Klaviyo flow to match. Smart Timing fires flows the moment each customer is ready. Smart Recs surface what they'll actually buy. Smart Offers protect margin without training discount-hunters. The result: more 2nd orders and compounding LTV on autopilot. We analyze SKU-level purchase behavior to identify buyer cohorts — each with its own repurchase window, product preferences, and dynamic offers. Then automatically upgrade every Klaviyo flow to match. Smart Timing fires flows the moment each customer is ready. Smart Recs surface what they'll actually buy. Smart Offers protect margin without training discount-hunters. The result: more 2nd orders and compounding LTV on autopilot. more Smarter Timing: send emails at the perfect moment based on user behavior. Smarter Recs: personalized picks tailored to each user's tastes and habits. Smarter Offers: tailored incentives that convert without margin erosion. Automated Flows: builds end-to-end flows in seconds, no setup needed.
Recently Viewed Products lets customers remember items they want to buy, and thus increase sales. The recently viewed products image slider will automatically display images of items that customers have previously looked at. In addition to adjusting the border, style, and color, you can also choose whether or not to autoplay and loop the pictures in your slider. Simply install the app in your Shopify store dashboard page, configure your settings (including how many products show up), and then paste a shortcode into any Theme pages you want active. The recently viewed products image slider will automatically display images of items that customers have previously looked at. In addition to adjusting the border, style, and color, you can also choose whether or not to autoplay and loop the pictures in your slider. Simply install the app in your Shopify store dashboard page, configure your settings (including how many products show up), and then paste a shortcode into any Theme pages you want active. more The image slider makes it easy for customers to find recently viewed products. It will help customers to find his/her recently viewed products. Change the number of products to display in the image slider. Choose whether to show the slider on other page / popup for product description. You can choose whether to have the image slider autoplay or loop continuously.
Order editing app trusted by world‑class brands. Happier shoppers, more sales, fewer tickets. Revize delivers enterprise grade order editing trusted by world‑class brands. Shoppers edit orders before shipping: edit address, change quantity & variants, swap/ add products, apply discounts, generate tax invoices, or cancel orders. Auto-refunds as store credits keep revenue. AI upsells on order status page, email upsells & auto cancel orders. 100+ integrations: Klaviyo, Recharge & Shopify Flow. Third-party checkout support. 20+ languages. Enterprise order editor for Shopify. Revize delivers enterprise grade order editing trusted by world‑class brands. Shoppers edit orders before shipping: edit address, change quantity & variants, swap/ add products, apply discounts, generate tax invoices, or cancel orders. Auto-refunds as store credits keep revenue. AI upsells on order status page, email upsells & auto cancel orders. 100+ integrations: Klaviyo, Recharge & Shopify Flow. Third-party checkout support. 20+ languages. Enterprise order editor for Shopify. more Edit shipping address, change variants & quantity, swap/ add products, discounts Cancel orders w/ instant refunds or auto-refunds as store credits AI post-purchase upsells on order status page. Email upsells. Boost AOV Subscription editing, B2B orders, tax invoices, smart edit windows & tag rules 100+ integrations, 20+ languages, third-party checkout & Built for Shopify
Boost your Average Order Value with Upsells, Upgrades & Discounts. Sell more, and better! Don’t miss the opportunity to sell more items on every order with upsell and cross-sell offers. Set up manual or AI offers which contain upsell and/or upgrade products, you can also add automatic and combinable discounts, which increases the conversion rates. Revy Unlimited UpSell goal is to increase your average order revenue without bothering your customers, providing a light experience but that can bring great results. UpSell and Cross-sell now! Don’t miss the opportunity to sell more items on every order with upsell and cross-sell offers. Set up manual or AI offers which contain upsell and/or upgrade products, you can also add automatic and combinable discounts, which increases the conversion rates. Revy Unlimited UpSell goal is to increase your average order revenue without bothering your customers, providing a light experience but that can bring great results. UpSell and Cross-sell now! more Call-to-Action Trigger - Upsell or Cross-Sell at the add-to-cart action AI AutoPilot — AI-driven recommendations for highly relevant offers Mobile-first Design - Optimized for a smooth mobile & desktop experience Auto Discounts - Leverages the latest discount tech for a native-like experience Automatic & Clean Install - No theme disruption, ZERO coding needed
AI Stylist & Merchandiser - Automate bundles, Shop the Look, and Personal Styling chat to boost AOV Runa automates visual merchandising and styling for fashion merchants. The app scans your product catalog to generate "Complete the Look" bundles and matching outfit recommendations, eliminating the need for manual product tagging. It also adds an AI Personal Stylist chat to your storefront that guides shoppers with size and style advice 24/7. This helps you display relevant upsells automatically and gives customers the confidence to purchase complete outfits Runa automates visual merchandising and styling for fashion merchants. The app scans your product catalog to generate "Complete the Look" bundles and matching outfit recommendations, eliminating the need for manual product tagging. It also adds an AI Personal Stylist chat to your storefront that guides shoppers with size and style advice 24/7. This helps you display relevant upsells automatically and gives customers the confidence to purchase complete outfits more AI Merchandiser: Auto-builds outfits & replaces out-of-stock items instantly AI Personal Stylist: 24/7 AI chat for instant sizing, styling, and outfit advice AI Trend Spotter: Scans social trends to build viral bundles automatically
Cart Upsell—Slide Cart Drawer let you uplift revenue with unlock offers cart upsell & cross sell Uplift sales with Cart Upsell , Slide Cart Drawer to boost sales & aov with cart upsell solution for your store's cart mini cart and cart page. Improve customers' experience by letting them add note, apply discount codes, estimate shipping rates without going to the cart sidebar and cart slidebar to buy more and reduce abandoned cart with free shipping progressive bar, countdown timer, product upsell. Use sale max to increase your average order value with our upselling and cross-selling module. Uplift sales with Cart Upsell , Slide Cart Drawer to boost sales & aov with cart upsell solution for your store's cart mini cart and cart page. Improve customers' experience by letting them add note, apply discount codes, estimate shipping rates without going to the cart sidebar and cart slidebar to buy more and reduce abandoned cart with free shipping progressive bar, countdown timer, product upsell. Use sale max to increase your average order value with our upselling and cross-selling module. more Drag and drop customizable slide cart and cart page builder that fit your theme Slide cart upsell in sale max instead of showing annoying cart popup Create free shipping progressive bar, cart countdown timer Show relevant product recommendations in cart drawer based on the customers cart Product bundle discounts in side cart and double your profit margin
Take Control of Shipping Protection — Build Trust & Create a Better Shopping Experience Sam Shipping Protection helps you offer clear and customizable coverage for lost, damaged, or stolen orders. You stay in control of the protection program while giving customers added confidence during checkout. The app fits naturally into your store, helping you create a smoother and more transparent shopping experience. The app supports multiple languages and currencies for flexible global use. No middlemen. No revenue sharing. Just more profit — and happier customers. Sam Shipping Protection helps you offer clear and customizable coverage for lost, damaged, or stolen orders. You stay in control of the protection program while giving customers added confidence during checkout. The app fits naturally into your store, helping you create a smoother and more transparent shopping experience. The app supports multiple languages and currencies for flexible global use. No middlemen. No revenue sharing. Just more profit — and happier customers. more Flexible protection plans: fixed fees, order ranges, or percentage-based options Auto-add to cart & auto-fulfillment Customizable widget that matches your brand style Easy self-serve claims portal for customers Supports multiple languages and currencies
AI-powered search and filters for smarter product discovery that helps turn searches into sales ExpertRec AI Search enhances search and discovery with customizable filters for price, collection, vendor, brand, color, size, tags, and metafields. It supports product variants, collection filters and sorting, and sidebar filters to simplify browsing. The search experience includes instant suggestions, autocomplete, autocorrect, and spell check to provide relevant results quickly. All features are configurable in the ExpertRec control panel. ExpertRec AI Search enhances search and discovery with customizable filters for price, collection, vendor, brand, color, size, tags, and metafields. It supports product variants, collection filters and sorting, and sidebar filters to simplify browsing. The search experience includes instant suggestions, autocomplete, autocorrect, and spell check to provide relevant results quickly. All features are configurable in the ExpertRec control panel. more AI-Powered Search with Voice, Image & ChatGPT Agentic Smart Autocomplete with Typo Correction & Ranking Controls Filter Trees for easy filter reuse across collections and search Advanced Collection & Search Filters with Analytics Fully Customizable Search UI with GA4 Tracking & Variant Support
Grow Conversions & Order Value with Free Shipping Bars, Countdown Timers & Cross-Sell Pop-Ups Vital on-site marketing tools to drive sales, boost conversions, and increase AOV. Create personalized campaigns with GEO-based Free Shipping Bars, Countdown Timers, Pop-ups, and Multi-Announcement Bars. Collect emails with discounts & Store Credits, engage shoppers with notifications, and enhance UX with a Scroll to Top Button. Lift your order value effortlessly with perfectly timed cross-sell pop-ups that inspire shoppers to add a little more. Powered by analytics. Install now and grow today! Vital on-site marketing tools to drive sales, boost conversions, and increase AOV. Create personalized campaigns with GEO-based Free Shipping Bars, Countdown Timers, Pop-ups, and Multi-Announcement Bars. Collect emails with discounts & Store Credits, engage shoppers with notifications, and enhance UX with a Scroll to Top Button. Lift your order value effortlessly with perfectly timed cross-sell pop-ups that inspire shoppers to add a little more. Powered by analytics. Install now and grow today! more Increase order value by motivating shoppers with well-timed Сross-sell Pop-ups Use the Free Shipping Bar to boost the vital metric – average cart value Add a variety of customized banners to increase conversions and drive sales Collect customer emails with the Email Collection Bar & Discount Pop-ups Gather vital data to make informed decisions to maximize your sales
Easily enable post-purchase order edits and upsells while minimizing support tickets Transform your order page into a revenue-generating machine by enabling post-purchase order edits and upsells. Customers can effortlessly edit their orders, add new products, trigger refunds, and make payments, significantly reducing support tickets. This saves time and resources while enhancing customer satisfaction. The app seamlessly adds secondary payments to your orders, though these may require separate capture if using manual payment capture, ensuring compliance while unlocking new revenu Transform your order page into a revenue-generating machine by enabling post-purchase order edits and upsells. Customers can effortlessly edit their orders, add new products, trigger refunds, and make payments, significantly reducing support tickets. This saves time and resources while enhancing customer satisfaction. The app seamlessly adds secondary payments to your orders, though these may require separate capture if using manual payment capture, ensuring compliance while unlocking new revenu more Enable for specific products, collections or tags Product recommendations. Unlimited order edits. Auto-refunds and payments. Detailed event logs & analytics.
Boost AOV Instantly: One-Click Upsell, Post purchase upsell, Thank you page upsell, Survey Easily create Upsells & Surveys after checkout to increase AOV, collect customer feedback, and track attribution. All it takes is a 1-click upsell, without having to re-enter payment information! Create customizable post-purchase funnels with 1-click upsells, Thank You Page upsell, and post-purchase surveys to re-engage customers. Add post purchase survey that help you understand where customers come from and why they buy. Use AI-powered product recommendations to show the most relevant upsell Easily create Upsells & Surveys after checkout to increase AOV, collect customer feedback, and track attribution. All it takes is a 1-click upsell, without having to re-enter payment information! Create customizable post-purchase funnels with 1-click upsells, Thank You Page upsell, and post-purchase surveys to re-engage customers. Add post purchase survey that help you understand where customers come from and why they buy. Use AI-powered product recommendations to show the most relevant upsell more Create customized post purchase upsell with one-click upsell and downsell offer Personalized Thank you page with upsell, special discount, countdown timer Add Post-purchase Surveys to collect feedback and track attribution Trigger your post purchase funnel according to your own rules Customized your offers with automatic upsell, multi-product and single-product
Related Categories
About Recommendation performance Apps for Shopify
Recommendation performance apps are essential tools for Shopify merchants looking to enhance their store's functionality and improve customer experience. These specialized applications help store owners streamline operations, increase sales, and provide better service to their customers.
When choosing a recommendation performance app for your Shopify store, consider factors such as features, pricing, customer support, and compatibility with your theme and other apps. Reading reviews from other merchants can also provide valuable insights into the app's performance and reliability.
The apps listed on this page represent some of the best recommendation performance solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.