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.
Recommendation performance Shopify Apps
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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
More repeat orders with one-click reordering & automated reorder emails triggered by past orders Maximize repeat orders and increase revenue with Reorder Master by HulkApps! 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. Get 24/7 live chat support whenever you need it. Maximize repeat orders and increase revenue with Reorder Master by HulkApps! 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. Get 24/7 live chat support whenever you need it. more Edit reorders, add more items, or upload files before reordering. Returning customers can update quantity of reorder product for placing reorder. Supports reordering for both one-time purchases and subscriptions recent orders. Set up automated reorder reminders with a time delay for customers to reorder. Quickly allow to buy or reorder from Order Detail Page.
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.
Enterprise-grade quiz platform for global brands. Turn shoppers into leads & buyers with quizzes. Build beautiful, high-converting product recommendation quizzes — no coding needed. RevenueHunt helps you guide every shopper to their perfect product, collect actionable data, and drive measurable results across your store and marketing channels. Create quizzes with our AI-powered quiz builder, gain valuable insights, and sync with your mailing list or CRM to create high-ROI marketing campaigns. Start creating personalized shopping experiences that boost engagement, conversions, and loyalty. Build beautiful, high-converting product recommendation quizzes — no coding needed. RevenueHunt helps you guide every shopper to their perfect product, collect actionable data, and drive measurable results across your store and marketing channels. Create quizzes with our AI-powered quiz builder, gain valuable insights, and sync with your mailing list or CRM to create high-ROI marketing campaigns. Start creating personalized shopping experiences that boost engagement, conversions, and loyalty. more Boost sales – Guide customers to the right products with quizzes that convert. Collect actionable data. Segment and tag your shoppers based on their responses. Send captured leads to your mailing list or CRM to run personalized campaigns. Match your brand – Customize images, fonts, layout, and CSS to fit your style. Global Markets - Supports multi-store, multi-currency, multi-language workflows.
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 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 shipping 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 shipping 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 with 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 Easily create upsells after checkout to effectively increase your AOV. All it takes is a single click on the upsell, without having to re-enter payment information! Create and customize upsell & downsell funnels in minutes to re-engage and win back customers. Add high-converting Thank You Page Upsell offers to maximize every sale opportunity. Build and customize your post-purchase offers in optimized funnels, and use product recommendations to display the most relevant AI-driven upsells. Easily create upsells after checkout to effectively increase your AOV. All it takes is a single click on the upsell, without having to re-enter payment information! Create and customize upsell & downsell funnels in minutes to re-engage and win back customers. Add high-converting Thank You Page Upsell offers to maximize every sale opportunity. Build and customize your post-purchase offers in optimized funnels, and use product recommendations to display the most relevant AI-driven upsells. more Create customized post purchase upsell with one-click upsell and downsell offer Personalized Thank you page with upsell, special discount, countdown timer Trigger your One click upsells according to your own rules Customized your offers with automatic upsell, multi-product and single-product Easy-to-use interface to customize & optimize your upsells
AI sales chat that turns visitors into customers with instant product recommendations, and more Introducing Sellto – a powerful tool that turns visitors into customers with instant product recommendations - 24/7. Seamlessly integrating with your store, it boosts conversions, speeds up checkout, and enhances satisfaction. Sellto’s AI Sales Chat operates independently and includes easy-to-use analytics for optimizing performance effortlessly. Upgrade your e-commerce strategy and convert visitors into loyal customers. Introducing Sellto – a powerful tool that turns visitors into customers with instant product recommendations - 24/7. Seamlessly integrating with your store, it boosts conversions, speeds up checkout, and enhances satisfaction. Sellto’s AI Sales Chat operates independently and includes easy-to-use analytics for optimizing performance effortlessly. Upgrade your e-commerce strategy and convert visitors into loyal customers. more Boost Conversion Rates: Guide visitors to products, turning them into buyers Faster Time-to-Checkout: Streamline shopping, helping customers buy quickly Effortless Setup: One-click install, auto-syncs your store’s inventory instantly 24/7 Operation: Runs independently, freeing you to focus on your business Easy Analytics: View insights for optimizing store performance effortlessly
Create Product Recommendations for Upsells, Cross-sells, FBT, Bestseller, Recently Viewed, etc. StoreFrog Product Recommendations app will help you create personalized product recommendations to increase sales on your online store. It lets you add various recommendation widgets to promote up-sells, cross-sells, and product recommendations. The app features an intuitive UI with ready-made templates to show various recommendations, such as frequently bought together, bestsellers, new arrivals, recently viewed, hot sellers, related products, and custom recommendations. StoreFrog Product Recommendations app will help you create personalized product recommendations to increase sales on your online store. It lets you add various recommendation widgets to promote up-sells, cross-sells, and product recommendations. The app features an intuitive UI with ready-made templates to show various recommendations, such as frequently bought together, bestsellers, new arrivals, recently viewed, hot sellers, related products, and custom recommendations. more Upsells, cross-sells, Frequently bought together, best sellers, and more Related Products, Recently viewed, Hot-selling, and New Arrivals Show widgets on Shop page, Product page, 404 page, Thank You page, and more View detailed analytics about the product recommendation widgets Create custom recommendations and set up rules and conditions for the widgets
Boost revenue and trust with branded order guarantee, free returns, and instant resolutions. Take control of delivery issues, returns, and exchanges through a fully branded platform built to reinforce customer confidence. Manage lost, damaged, or missing orders from your dashboard while maintaining ownership of post-purchase policies. Branded tracking, self-service issue intake, and a customer-facing returns portal reduce friction and strengthen customer relationships. Each guaranteed order plants one tree and unlocks a $5 charitable donation chosen by your customer. Take control of delivery issues, returns, and exchanges through a fully branded platform built to reinforce customer confidence. Manage lost, damaged, or missing orders from your dashboard while maintaining ownership of post-purchase policies. Branded tracking, self-service issue intake, and a customer-facing returns portal reduce friction and strengthen customer relationships. Each guaranteed order plants one tree and unlocks a $5 charitable donation chosen by your customer. more Brand-owned order Guarantee Centralized delivery issue management Free returns and automated exchanges Branded tracking and claim experiences Purpose-driven customer engagement options
Expand revenue and secure orders with own custom shipping protection against damage, loss, and theft ShipGuard: Shipping Protection helps merchants secure shipments with own in-house customizable order protection against loss, damage, or theft. It simplifies claims management with automated tools for refunds, reshipments, and reorders. Merchants can define exclusions for specific products or variants and manage digital insurance fulfillment with flexible status options. The app integrates seamlessly with Shopify, improving store operations and customer satisfaction. ShipGuard: Shipping Protection helps merchants secure shipments with own in-house customizable order protection against loss, damage, or theft. It simplifies claims management with automated tools for refunds, reshipments, and reorders. Merchants can define exclusions for specific products or variants and manage digital insurance fulfillment with flexible status options. The app integrates seamlessly with Shopify, improving store operations and customer satisfaction. more Define customizable shipping protection fees at checkout for customers. Set exclusions for specific products or variants from the insurance widget. Fully integrated claims management system for seamless issue resolution. Digital insurance fulfillment with flexible status options after purchase. Seamless Shopify checkout extension for easy integration and usage.
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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.