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Product recommendations Shopify Apps

Enhance your Shopify store with the best Product recommendations apps. Get insights on features, pricing, and user reviews for 2026.

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We've analyzed thousands of product recommendations apps to identify the top performers based on ratings and install counts.

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Turn hesitant shoppers into buyers with product quizzes and smart match scoring. Help shoppers instantly find the right product with personalized quizzes and smart match scores. Use the drag & drop editor, 20+ built-in themes, and gift finder features to launch in minutes. Display match percentages across collections to boost engagement and increase upsells. Fully responsive, mobile-friendly, and beautifully designed for any store. Perfect for guided selling, skincare finders, gift quizzes, and personalized product discovery. Help shoppers instantly find the right product with personalized quizzes and smart match scores. Use the drag & drop editor, 20+ built-in themes, and gift finder features to launch in minutes. Display match percentages across collections to boost engagement and increase upsells. Fully responsive, mobile-friendly, and beautifully designed for any store. Perfect for guided selling, skincare finders, gift quizzes, and personalized product discovery. more Metafield-based product filtering for accurate recommendations Visual drag-and-drop quiz builder for easy setup and customization Percentage-based match scores for clear product compatibility 20+ pre-designed themes (Tech, Home, Beauty, Skincare) for instant use Fully responsive mobile-friendly quizzes for seamless shopping experiences

5.0(Reviews)

AI quiz app & product quiz maker for shop quiz funnel with product recommendation quiz questionnaire Quizell product recommendation quiz builder converts shoppers via a custom quiz funnel. Build a product quiz questionnaire with our quiz builder to capture leads or sell with quizzes. Personalize segmented customer journeys and create a product recommendation quiz with our ai quiz maker. Use our ai quiz app to launch a high-converting shop quiz or popup quiz with ai quizz logic. Easily migrate from typeform, quizify, jotform, quiz kit, octane ai, jebbit, outgrow, revenuehunt, or lantern. Quizell product recommendation quiz builder converts shoppers via a custom quiz funnel. Build a product quiz questionnaire with our quiz builder to capture leads or sell with quizzes. Personalize segmented customer journeys and create a product recommendation quiz with our ai quiz maker. Use our ai quiz app to launch a high-converting shop quiz or popup quiz with ai quizz logic. Easily migrate from typeform, quizify, jotform, quiz kit, octane ai, jebbit, outgrow, revenuehunt, or lantern. more Product quiz builder to easily create a quiz funnel uising ai quiz maker logic Capture leads via a product quiz questionnaire and ai quiz funnel maker Display a popup quiz via the ai quiz maker to engage and convert shoppers Optimize shop quiz ROI with a quiz app designed to track & sync quizz data Build a product recommendation quiz and AI quizzes using our smart quiz builder

4.9(Reviews)

Create product recommendation Quiz. Collect leads and increase revenue through personalized results. Quizify is a web-powered quiz builder that allows e-commerce stores to deliver personalized product recommendations to their customers. Often, customers leave the website without a purchase because they cannot settle on the right product. Online shoppers need guidance in finding what they want, just like in real shops. With Quizify, you can ask questions, analyze their responses, and recommends the right products for them. Understand customers’ needs and create higher ROI marketing campaigns. Quizify is a web-powered quiz builder that allows e-commerce stores to deliver personalized product recommendations to their customers. Often, customers leave the website without a purchase because they cannot settle on the right product. Online shoppers need guidance in finding what they want, just like in real shops. With Quizify, you can ask questions, analyze their responses, and recommends the right products for them. Understand customers’ needs and create higher ROI marketing campaigns. more Easy to use, super user friendly Quiz builder design! Attractive quiz templates. Increase sales & decrease returns by finding right product your customers need. Direct, Tag, Score and Type based product recommendation to cover all your needs Conditional logic - Automatically jump, show, or hide questions based on answers Powerful analytics and actionable insights to target customer with accurate data

4.5(Reviews)

Engage users, refine recommendations, analyze data, and add personalized quizzes with QuizMaster. QuizMaster lets you create engaging and personalized quizzes. Drive customer interaction, collect valuable Zero-Party data, and refine your marketing strategies effortlessly. It is easy to use – no code or technical knowledge is required. Help your customers get personalized products. Smoothly add the quiz to the online store and ensure a responsive user experience. QuizMaster lets you create engaging and personalized quizzes. Drive customer interaction, collect valuable Zero-Party data, and refine your marketing strategies effortlessly. It is easy to use – no code or technical knowledge is required. Help your customers get personalized products. Smoothly add the quiz to the online store and ensure a responsive user experience. more AI Quiz Creation – Generate quizzes effortlessly with AI-powered tools. Multi-Language Support – Create quizzes in multiple languages for global reach. Versatile Q&A & Emails – Use various formats and send results to customers. Full Customization – Adjust images, fonts, layouts, and apply custom CSS. Quiz Analytics – Track responses to understand customer behavior and trends.

0.0(Reviews)

Supercharge your eCommerce store with Gen AI-powered search Experience substantial lifts in conversion and revenue with search that seamlessly guides the user to a purchase. Our cutting-edge Gen AI solution better understands user intent, delivering precise, personalized, context-aware results. No more dead-end searches - just smarter shopping, higher sales, and happier customers. And best of all, our search and discovery solution is simple to integrate. Experience substantial lifts in conversion and revenue with search that seamlessly guides the user to a purchase. Our cutting-edge Gen AI solution better understands user intent, delivering precise, personalized, context-aware results. No more dead-end searches - just smarter shopping, higher sales, and happier customers. And best of all, our search and discovery solution is simple to integrate. more AI-Driven Guidance: Help shoppers discover exactly what they need Multimodal Search: Deciphers text, images and context for precise results Smart Suggestions: Automatically refines searches, even when no match is found Easy Integration: Works with your existing setup, no workflow changes needed Try Before You Buy: Test it out with no commitment and watch your sales multiply

5.0(Reviews)

connect your store — instant answers on products, stock, orders & shipping. Turn every conversation into a sale with Rakita: connect your Shopify store and let your AI assistant answer product, stock, price, and order questions in real time — 24/7, across WhatsApp, Instagram, and Web. Use the base features you need, enter your additional requests on our board and we will develop it for you. Our support team will always be there for you when you need it. Turn every conversation into a sale with Rakita: connect your Shopify store and let your AI assistant answer product, stock, price, and order questions in real time — 24/7, across WhatsApp, Instagram, and Web. Use the base features you need, enter your additional requests on our board and we will develop it for you. Our support team will always be there for you when you need it. more Connect your Shopify store in one click and start answering customer questions Let the assistant check live stock and prices so shoppers always get up-to-date Track any order by number or email and tell customers exactly where their pack Browse your collections on demand to guide shoppers to the right products. Answer across WhatsApp, Instagram, and Web from one assistant — no extra setup

0.0(Reviews)

Promote best sellers of the last 7 days, last 30 days, & more. Instantly create a best sellers list. Shopify's default best-selling sort only shows products according to sales over the lifetime of the store, so there's no recency or seasonality to the algorithm. 'Rank King: Best Sellers' allows you to better capitalize on your trending products by showing best selling products according to a specific time frame such as the last 7 days, this week, this season, and more. It also allows you to rank best sellers according to number of orders, total quantity sold or by revenue generated. Shopify's default best-selling sort only shows products according to sales over the lifetime of the store, so there's no recency or seasonality to the algorithm. 'Rank King: Best Sellers' allows you to better capitalize on your trending products by showing best selling products according to a specific time frame such as the last 7 days, this week, this season, and more. It also allows you to rank best sellers according to number of orders, total quantity sold or by revenue generated. more Show best sellers of the last 7 days, 30 days, this week, this season, and more. Rank best sellers by number of orders, total quantity sold or revenue generated. Instantly create a best sellers section for any collection — no coding required. Create filters to show best sellers for different brands, styles, and more. Customize your best sellers lists through the app's many customization options.

5.0(Reviews)

Convert traffic arriving to your old, discontinued products. Offer customers alternative products. Do you have products which you've stopped selling due to being discontinued, hard to source or perhaps having been replaced by a newer model? Are you currently wasting the traffic (customers) arriving to these pages? Offer customers equivalent, alternative products and convert that dead-end traffic into orders. Offer customers the latest model, or an alternative that you still sell. A better experience for customers, and better utilisation of existing traffic to improve your conversion rate. Do you have products which you've stopped selling due to being discontinued, hard to source or perhaps having been replaced by a newer model? Are you currently wasting the traffic (customers) arriving to these pages? Offer customers equivalent, alternative products and convert that dead-end traffic into orders. Offer customers the latest model, or an alternative that you still sell. A better experience for customers, and better utilisation of existing traffic to improve your conversion rate. more Set up alternative products on items which you no longer sell. Customise messaging, & configure different reasons for offering an alternative. Optional auto-redirection to the alternative product after a set time.

5.0(Reviews)

The only Search & Discovery app powered by Google Product search and discovery is one of the most important website experiences, but it can be very difficult. Google's AI Commerce Search is an enterprise solution that increases conversions and reduces search abandonment without needing to become an expert in machine learning or AI. Retail Cloud Connect by Nimstrata, a certified Google Cloud partner, syncs your Shopify catalog with Google Cloud and returns world-class AI-powered search, browse, and recommendations on your storefront in minutes. Product search and discovery is one of the most important website experiences, but it can be very difficult. Google's AI Commerce Search is an enterprise solution that increases conversions and reduces search abandonment without needing to become an expert in machine learning or AI. Retail Cloud Connect by Nimstrata, a certified Google Cloud partner, syncs your Shopify catalog with Google Cloud and returns world-class AI-powered search, browse, and recommendations on your storefront in minutes. more Enable all Google Cloud AI Commerce Search solutions with one app Maintain full control of your data and merchandising settings in Google Cloud Simplify merchandising efforts by adding AI browsing to your collection pages Install quickly on your existing Shopify Online Store 2.0 themes with App Blocks Leverage pre-built CSS classes for easy customization to match your branding

5.0(Reviews)

Deliver smarter support with our AI Agent, chatbot and live chat—built into a support helpdesk. Re:amaze is an AI-powered helpdesk built to support your customers and grow your business. Easily manage email, live chat, social, SMS, and calls from a single inbox. Save time with our knowledge-oriented Re:amaze AI Agent to respond to messages instantly and accurately. Use AI to write replies, suggest responses, and automate tasks so your team can move faster and stay consistent. Track conversations alongside orders, revenue, and reviews to stay organized and keep customers coming back. Re:amaze is an AI-powered helpdesk built to support your customers and grow your business. Easily manage email, live chat, social, SMS, and calls from a single inbox. Save time with our knowledge-oriented Re:amaze AI Agent to respond to messages instantly and accurately. Use AI to write replies, suggest responses, and automate tasks so your team can move faster and stay consistent. Track conversations alongside orders, revenue, and reviews to stay organized and keep customers coming back. more Unify email, social, SMS, voice conversations for all stores in a single inbox Manage, modify, and create Shopify orders directly in customer support and chats Use AI to write replies, build chatbots, summarize, and create FAQ articles Automate common tasks and patterns with data and rules to save time Satisfaction surveys, status pages, push notifications to keep customers engaged

4.4(Reviews)

Abandoned cart recovery by email & SMS. Stop cart abandonment in minutes, no workflows to build. Recapture stops cart abandonment with automated email and SMS reminders that recover carts and abandoned checkouts, then keeps customers buying with post-purchase, winback, and welcome emails, promo broadcasts, and list-building email popups. AI writes store-specific abandoned cart recovery campaigns in under 60 seconds, so most stores are live within 5 minutes with no agency and no workflow builder. Email marketing that pays for itself: pricing scales with revenue you recover, start for free. Recapture stops cart abandonment with automated email and SMS reminders that recover carts and abandoned checkouts, then keeps customers buying with post-purchase, winback, and welcome emails, promo broadcasts, and list-building email popups. AI writes store-specific abandoned cart recovery campaigns in under 60 seconds, so most stores are live within 5 minutes with no agency and no workflow builder. Email marketing that pays for itself: pricing scales with revenue you recover, start for free. more Abandoned cart recovery and abandoned checkout recovery in one campaign AI writes store-specific abandoned cart recovery emails in under 60 seconds Recover abandoned carts by SMS: cart reminders, review requests and winbacks Email marketing included: post-purchase, winback and welcome email series 5-minute setup. Recover your first $500 free, then pay as you recover

5.0(Reviews)

Allow customers make order edits themselves to change address, cancel orders, edit cart items, etc Improve your post purchase customer experience by allowing them to edit orders right from the Thank You and Order Status pages. You have full control over what order editing you want to allow like address edits, replacing products, editing cart items and order cancellation. Recheck also helps you create post purchase upsell offers which can be shown on these pages and in emails to further increase your AOV. Recheck also works out of the box with any 3PL / warehouse management software. Improve your post purchase customer experience by allowing them to edit orders right from the Thank You and Order Status pages. You have full control over what order editing you want to allow like address edits, replacing products, editing cart items and order cancellation. Recheck also helps you create post purchase upsell offers which can be shown on these pages and in emails to further increase your AOV. Recheck also works out of the box with any 3PL / warehouse management software. more Let customers edit shipping address, change variant, products, shipping method Control the order editing duration & what your customers can edit in their order Set up post purchase upsell offers on the Thank You and Order Status pages. Edit orders to allow size / variant change and quick swap with price adjustment. Shopify Flow integration to enable complex order editing and marketing flows.

5.0(Reviews)

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.

5.0(Reviews)

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

5.0(Reviews)

Show visually similar product recommendations. No tagging, no code, no merchandising required. RecoMelon replaces generic product carousels with intelligent AI enhanced recommendations based on visual similarity, shared attributes and complementary purposes. It suggests look-alike or visually complementary items and can exclude products with unwanted attributes like sleeve type, design patterns or fabric. No manual tagging is needed, and you can add the galleries without custom theme work. Start with a $1/day trial for the first 30 days. RecoMelon replaces generic product carousels with intelligent AI enhanced recommendations based on visual similarity, shared attributes and complementary purposes. It suggests look-alike or visually complementary items and can exclude products with unwanted attributes like sleeve type, design patterns or fabric. No manual tagging is needed, and you can add the galleries without custom theme work. Start with a $1/day trial for the first 30 days. more Visual AI Matches- Stop random recommendations. Suggest visually coherent items. Dealbreaker Filters- Shoppers can zone in on product attributes they care about. Smart PDP Embeds- Install style-matched recommendations with theme app blocks. Customisation- Control layout, filters & style to match your storefront design. Real-Time Analytics- Track recommendations, clicks & orders in one dashboard.

0.0(Reviews)

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

4.8(Reviews)

Frequently bought together cross-sell & post purchase upsell funnels, one click upsell & cart upsell Upsell.com (ReConvert): the essential upsell app to increase your AOV & conversion rate. Present targeted Shopify bundle, upsell & cross sell offers throughout the entire customer journey, from pre purchase upsale offers to post purchase upsell. Shopify magic: product page AI product recommendations, related products, frequently bought together & cart upsell. Use checkout upsell (Shopify Plus only) & aftersell with one click upsell funnels to boost revenue from your post purchase funnel. Upsell.com (ReConvert): the essential upsell app to increase your AOV & conversion rate. Present targeted Shopify bundle, upsell & cross sell offers throughout the entire customer journey, from pre purchase upsale offers to post purchase upsell. Shopify magic: product page AI product recommendations, related products, frequently bought together & cart upsell. Use checkout upsell (Shopify Plus only) & aftersell with one click upsell funnels to boost revenue from your post purchase funnel. more Product upsell, cart upsell, checkout upsell, post purchase upsell funnels Selleasy checkout blocks (Shopify Plus) upcart offers, cart upsells Monster upsell app: rebuy upsale, product recommendations & aftersell Support Shopify Subscriptions Shopify bundles one click upsell (OCU upssel) Upsell funnel builder, upsell & cross-sell, frequently bought together up sell

4.8(Reviews)

Create a 1-Click COD order form with Upsells, Downsells & Offers to increase conversion rate and AOV With Releasit, customers can order instantly using a 1-Click COD form as a popup or advanced Cash on Delivery without Shopify Checkout. Build customizable COD forms with Upsells, Downsells, and Quantity Offers to increase AOV. Reduce fake orders with OTP phone verification (SMS/WhatsApp). Track events with Facebook, TikTok, Google, Pinterest & Snapchat. Sync orders to Google Sheets. Run A/B Tests on 1-Click Upsells to compare variants and performance. Multi-currency support via Shopify Markets. With Releasit, customers can order instantly using a 1-Click COD form as a popup or advanced Cash on Delivery without Shopify Checkout. Build customizable COD forms with Upsells, Downsells, and Quantity Offers to increase AOV. Reduce fake orders with OTP phone verification (SMS/WhatsApp). Track events with Facebook, TikTok, Google, Pinterest & Snapchat. Sync orders to Google Sheets. Run A/B Tests on 1-Click Upsells to compare variants and performance. Multi-currency support via Shopify Markets. more Fully customizable COD order form & layout (Popup/Embedded) with multi-currency Upsells (Pre/Post Purchase, One-Tick), Downsells, Quantity Offers & A/B Testing Track events automatically with Facebook, TikTok, Google, Pinterest, Snapchat Use Google Sheets, Google Autocomplete, discounts & abandoned checkouts recovery Phone verify with OTP, limit postal codes, block IPs & confirm via SMS/WhatsApp

4.9(Reviews)

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

5.0(Reviews)

AI-powered personalized search and product discovery The Relewise for Shopify app makes it easier to bring Relewise personalization into your Shopify storefront. The app helps you connect Shopify store data, including products and Shopify Pages such as articles and blogs, to a Relewise dataset and import your catalog. You can complete the core setup in just a few clicks without custom code. Once installed, you can add Relewise search and recommendation blocks directly in Shopify’s theme editor. Behavior tracking is included, so personalization The Relewise for Shopify app makes it easier to bring Relewise personalization into your Shopify storefront. The app helps you connect Shopify store data, including products and Shopify Pages such as articles and blogs, to a Relewise dataset and import your catalog. You can complete the core setup in just a few clicks without custom code. Once installed, you can add Relewise search and recommendation blocks directly in Shopify’s theme editor. Behavior tracking is included, so personalization more Connects your Shopify store to a Relewise dataset and configures the integration Imports and syncs product catalog via Shopify webhooks and scheduled refreshes Builds the search foundation for Relewise search and recommendations Add search and recommendation blocks in Shopify theme editor (no custom code) Supports search overlay, search results block, and multiple recommendation types

0.0(Reviews)

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About Product recommendations Apps for Shopify

Product recommendations 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 product recommendations 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 product recommendations solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.