Top 14 Shopify Recommendation Apps for Personalized Suggestions

When it comes to managing a thriving Shopify store, one thing is clear: personalization is king. Customers love it when products feel handpicked just for them—it’s like having a personal shopper who actually gets you. That’s where recommendation apps come into play. These handy tools don’t just suggest random products; they use data-driven algorithms to show customers what they’re most likely to love. The result? Happier shoppers, increased sales, and fewer abandoned carts. In this blog, we’ll explore the best recommendation apps for Shopify, breaking down their features, benefits, and why they’re essential for your eCommerce growth.

What are Recommendation Apps?

Recommendation apps are like your online store’s personal shopping assistant—only smarter and available 24/7. These apps use advanced algorithms, machine learning, and customer behavior data to suggest products or services that your shoppers are most likely to love.

Ever browsed an online store and seen a section like “You might also like” or “Frequently bought together”? That’s the magic of recommendation apps at work! They analyze a shopper’s browsing habits, purchase history, and even what similar customers are buying to deliver tailored suggestions in real-time.

For Shopify store owners, these apps do more than just suggest products—they enhance the customer experience, increase average order value, and reduce decision fatigue. In a world where personalization is key, recommendation apps can be the difference between a one-time visitor and a loyal customer.

Quicks comparisons of Top Recommendation Apps for Shopify

Top 14 Shopify Recommendation Apps

1. EComposer Landing Page Builder

EComposer Page Builder is an easy-to-use drag-and-drop tool that helps merchants quickly and simply create beautiful, highly converting pages and sections. With a live editor, you can design any type of page for your Shopify store, including landing pages, homepage, product pages, collection pages, and more. Notably, EComposer excels with its powerful Recommendation feature, enabling personalized product recommendations that boost revenue and conversion rates without compromising store speed.

Highlight Features:

• Product Recommendation Feature: Integrates smart product recommendations to display related products, best-selling bundles, or frequently bought together items. 
• Build Any Page or Section: Easily create landing pages, homepage, product pages, collection pages, blog pages, cart pages, 404 pages, and more with just a few clicks.
• Live Drag-and-Drop Builder: A user-friendly interface with Shopify-standard UI, no coding required, allowing you to design pages quickly and effectively.
• Built-in Add-ons: Includes essential tools like Ajax Cart, Color Swatch, Image Optimizer, Cross-selling, etc., to enhance functionality and improve the user experience.
• Advanced Features: Advanced tools like Page Analytics, Global Blocks, AI Content Generator, Lazy Load to optimize store performance and conversion rates.

Pros:

• The powerful Product Recommendation feature helps drive revenue and conversion rates by displaying smart product suggestions, related products, or frequently bought together items.
• Easy-to-use drag-and-drop builder with no coding required.
• Numerous pre-designed templates and elements to help you create pages quickly.
• Built-in add-ons like Ajax Cart and Cross-selling to enhance functionality and user experience.

Cons:

• Some advanced features may take time to get used to, particularly the AI Content Generator.
• The abundance of features and templates may feel overwhelming for new users.

Pricing:

• Free
• STANDARD: $19/month
• PRO: $39/month
• PREMIUM: $99/month

Rating: 4.9/5 (4,867 reviews)

2. Kiwi Size Chart & Recommender

Kiwi Size Chart & Recommender is an advanced sizing solution tailored for apparel brands and other Shopify stores. Using the power of machine learning, it provides accurate, product-specific sizing recommendations to help reduce returns, boost sales, and enhance customer satisfaction. With unlimited customization options, flexible size charts, and a fit finder engine, Kiwi Sizing ensures customers always find the perfect fit, whether it’s for clothing, pet collars, or even snowboards.

Highlight Features:

• AI-Powered Size Recommender Widget: Use Kiwi's machine learning engine to recommend sizes for clothes or products with unpredictable sizing needs.
• Flexible Size Chart Creation: Build size charts from scratch or import them from images, webpages, or CSV files.
• Customizable Design Options: Add multiple size tables, images, videos, and tabs to create dynamic and informative size guides.
• Automated Application: Set up size guides for specific products or collections that auto-apply to new items in your store.
• Universal Unit Compatibility: Input sizing in any unit and let the app handle automatic unit conversions.

Pros:

• Reduces return rates by offering precise, product-specific sizing recommendations.
• Supports various industries, from apparel to unconventional items like snowboards.
• Easy-to-use size recommender widget powered by machine learning.
• Automates the application of size guides for new products.

Cons:

• Customization options may feel overwhelming for beginners.
• Learning curve for leveraging all advanced features effectively.

Pricing:

• Free
• Premium: $6.99/month
• Plus: $12.49/month
• Ultimate: $24.49/month

Rating: 4.7/5 (1,532 reviews)

3. RevenueHunt: Recommender Quiz

RevenueHunt: Recommender Quiz is an interactive tool designed to transform your Shopify store by engaging customers with tailored product quizzes. This AI-powered app helps guide shoppers through personalized questions, offering spot-on product suggestions while collecting valuable customer insights. Compatible with Shopify's official Shop app, it’s an excellent solution for boosting engagement, growing your subscriber list, and driving sales.

Highlight Features:

• Size Recommender Widget: Use Kiwi’s fit finder engine to offer personalized size recommendations for clothes or other products where body size is difficult to predict.
• Customizable Size Charts: Import size charts from images, webpages, or CSV files, or build your own from scratch.
• Flexible Chart Layouts: Add multiple size tables, images, videos, and tabs to your charts for a rich, dynamic experience.
• Automated Size Guide Application: Set up product or collection-specific size guides that automatically apply to new products added to your store.
• Unit Conversion: Input sizes in any unit, and Kiwi Sizing will automatically convert them to the appropriate format.

Pros:

• Boosts customer engagement with interactive, personalized experiences.
• Helps grow your subscriber list and gather valuable zero-party data.
• Integrates seamlessly with CRM and email platforms for targeted campaigns.
• Offers extensive design customization options.

Cons:

• May require some time to set up and tailor quizzes effectively.
• Advanced functions could have a learning curve for starters.

Pricing:

• Free
• Basic Plan: $39/month
• Pro Plan: $99/month

Rating: 4.9/5 (315 reviews)

4. Glood Product Recommendations

Glood Product Recommendations app is designed to help e-commerce businesses increase conversions, average order value (AOV), and overall revenue. By using personalized product recommendations, upselling, and cross-selling techniques, Glood.AI creates an exclusive, tailored shopping experience for customers. This platform is especially valuable for growing stores looking to implement smarter, data-driven marketing strategies. Plus, with 24/7 support, Glood.AI ensures you get the assistance you need every step of the way.

Highlight Features:

• AI-Powered Personalized Recommendations: Show product recommendations based on visitor behavior to increase engagement and sales.
• Frequently Bought Together: Display relevant product bundles on the product detail page (PDP), cart, mini-cart, and checkout to boost revenue.
• AOV Boosters: Includes checkout funnels, bundles, and smart popups to encourage larger purchases and higher AOV.
• Visual Builder: Easily customize recommendation widgets and seamlessly integrate them with your store’s theme.
• Fast Performance: Optimized to deliver excellent performance without slowing down your theme, ensuring a smooth user experience.

Pros:

• Utilizes AI and machine learning to deliver tailored shopping experiences.
• Boosts conversions and average order value with upselling and cross-selling strategies.
• Easy to customize with a visual builder that integrates seamlessly into your store.
• Fast and optimized performance, so your store’s speed isn’t compromised.

Cons:

• Some customization options might require a learning curve.
• Advanced AI features might need time to fully optimize for your specific store.

Pricing:

• Free
• BASIC: $19.99/month
• PRO: $69.99/month
• Plus: $299.99/month

Rating: 4.9/5 (222 reviews)

5. Quiz Kit: AI Product Finder

Quiz Kit is a powerful tool that allows e-commerce stores to create personalized quizzes to recommend the perfect products for their customers. By leveraging advanced AI, Quiz Kit matches users with tailored product suggestions based on their preferences and behaviors, offering a virtual personal shopper experience. With no coding required, you can build stunning quizzes, gain valuable insights, capture emails, and integrate seamlessly with popular CRM platforms like Klaviyo, GTM, and Omnisend. Post-quiz personalization technology ensures a unique and engaging shopping experience.

Highlight Features:

• AI-Powered Product Recommendations: Use advanced AI to match customers with the perfect products based on their quiz responses.
• Customizable Quizzes: Select from 20 expertly crafted templates or design your own to align with your brand and audience.
• Multiple Logic Options: Set up advanced and granular product recommendations using multiple logic options for personalized results.
• Advanced Analytics & Reporting: Track quiz performance and gather insights into buyer preferences and behaviors with detailed analytics.
• Personalized Results: Display customized quiz results on your website and send them via email to keep customers engaged post-quiz.

Pros:

• Easy to use with no coding required, making it accessible for all store owners.
• AI-driven product recommendations enhance customer satisfaction and increase conversions.
• Seamlessly integrates with popular CRM platforms to streamline marketing efforts.

Cons:

• Customization options might be restricted for users with very specific design requirements.
• Advanced features may take some time to master and optimize for maximum effectiveness.

Pricing:

• Free
• Starter: $19/month
• Basic: $59/month
• Middle: $129/month

Rating: 4.9/5 (175 reviews)

6. ConvertWise AI Cart Upsell

ConvertWise AI Cart Upsell is a powerful tool designed to increase Average Order Value (AOV) through dynamic upsell and cross-sell recommendations. By leveraging AI-powered suggestions, Wise Cart helps stores display the most relevant products based on customer behavior, boosting conversions across product pages and slide-out carts. The app supports a range of features like personalized recommendations, multilingual and multi-currency support, and the ability to customize with CSS, making it perfect for international and large SKU stores.

Highlight Features:

• Dynamic Product Recommendations: Use AI to show relevant upsell and cross-sell recommendations, such as "You May Also Like" and "Frequently Bought Together," to increase AOV.
• Wise Cart Slider: Add a customizable cart drawer with upsells, rewards bars, free shipping notifications, and more to enhance the shopping experience.
• Targeted Product Displays: Show specific products or personalized banners to different customer segments for more precise marketing.
• Multi-Language & Multi-Currency Support: Perfect for international stores, offering full support for multiple languages, currencies, and translated text.
• Advanced Analytics: Track the performance of upsells and cross-sells through detailed analytics to refine your strategy.

Pros:

• AI-powered upsell and cross-sell recommendations improve customer experience and boost AOV.
• Multi-language and multi-currency support make it ideal for global stores.
• Detailed analytics and custom CSS options on paid plans allow for greater control and optimization.

Cons:

• Advanced customization may require some technical expertise, especially for custom CSS.
• Some features (e.g., custom CSS) are only available on higher-tier plans.

Pricing:

• Massive BFCM Offer: $9/month

Rating: 5/5 (57 reviews)

7. ES • Product Recommendations

ES • Product Recommendations tool is designed to maximize average order value (AOV) by providing high-converting upsells, cross-sells, and product recommendations throughout the customer journey. Whether it's on product pages, during checkout, or after purchase, this tool helps e-commerce businesses implement upsell funnels that drive sales and boost conversion rates. By recommending products and offering one-click upsells without relying on discounts, it enhances the shopping experience and maximizes revenue potential.

Highlight Features:

• Smart Cross-Sell & Recommended Products: Boost conversions with AI-driven product recommendations and cross-sell suggestions.
• Custom Upsell Funnels: Create upsell funnels at every step of the customer journey—product pages, add-to-cart pop-ups, post-purchase offers, and thank you pages.
• Unlimited Upsells: No extra fees for adding multiple upsell offers, allowing you to fully maximize revenue.
• One-Click Purchases: Streamline the checkout process by offering one-click upsells, where customers don’t need to re-enter payment details.
• Performance Analytics: Track upsell performance with detailed analytics to refine and optimize your strategy.

Pros:

• Maximizes AOV with upsell and cross-sell suggestions at multiple points in the shopping journey.
• No extra fees for additional upsells, helping you maximize revenue without worrying about costs.
• One-click upsells simplify the purchasing process and increase conversions.
• Detailed performance analytics help refine your strategy for better results.

Cons:

• Requires setup and optimization to fully utilize advanced AI features.
• Some businesses may need time to tailor upsell funnels effectively for their products.

Pricing: Free to install. Additional charges may apply.

Rating: 5/5 (50 reviews)

8. Fit Quiz: Size recommendation

The Fit Quiz app is designed to recommend the correct size, fit, width, and length for clothing and footwear brands. This tool helps customers quickly find the perfect size without the need for traditional, boring, and often inaccurate size charts. With the Fit Quiz, first-time shoppers get size recommendations in under 15 seconds, while regulars automatically receive tailored suggestions. The app supports both male and female categories, with future updates planned for kidswear. It's a simple, yet powerful solution that reduces returns and boosts sales.

Highlight Features:

• Accurate Size Recommendations: Recommend size, fit, width, and length on a product (SKU)-level, ensuring customers get the perfect match.
• Additional Recommendations: Beyond just size, the app also suggests the best fit, width, and length for a complete sizing solution.
• Quick Setup: No need for size charts or garment measurements—just set up and start recommending sizes.
• Customizable Design: Adjust colours, fonts, icons, and enable multi-language support to match your brand’s identity.
• Performance Reports: Access analytics and reports to understand sizing preferences and fitting trends among your shoppers.

Pros:

• Simple and quick setup—no need for complex size charts or measurements.
• Boosts sales and reduces returns by providing personalized sizing for clothing and footwear.
• Supports male and female categories, with unisex options available.
• Customizable design for a seamless fit with your store’s branding.
• Provides valuable insights into customer sizing and fitting preferences.

Cons:

• Currently, kidswear is not supported.
• Some customization features may take time to fine-tune for specific store needs.

Pricing:

• Starter: $20/month
• Pro: $100/month
• Premium: $250/month

Rating: 4.7/5 (29 reviews) 

9. Byte: Product Recommender Quiz

Byte: Product Recommender Quiz tool leverages AI and no-code functionality to help businesses create personalized quizzes and post-purchase surveys that enhance customer experiences and drive conversions. By offering tailored recommendations through engaging quizzes, this app helps reduce returns and increase customer satisfaction. It’s a powerful tool for upselling, lead generation, and segmenting customers, all while being easy to customize using a drag-and-drop builder. Integration with platforms like Klaviyo further enhances its ability to capture valuable data for future marketing efforts.

Highlight Features:

• Product Recommender Quizzes & Surveys: Easily create and customize product recommendation quizzes and post-purchase surveys to increase engagement and collect valuable lead data.
• Drag & Drop Editor: Design your quizzes and surveys with ease using the drag-and-drop functionality, and fine-tune them with custom CSS for a unique look.
• Conditional Jump Logic: Add conditional logic to direct users to personalized quiz or survey pages based on their responses, optimizing the experience.
• Product/Collection Slots: Add products or collections to product recommender pages with a slot-wise division, making recommendations more relevant.
• Klaviyo Integration: Sync with Klaviyo to export analytics, collect emails, and send email/text recommendations to increase conversions and retarget customers.

Pros:

• No-code quiz builder makes it accessible for all users, regardless of technical expertise.
• Powerful features like conditional logic and custom CSS for deep customization.
• Integration with Klaviyo enables effective email/text marketing and retargeting strategies.
• Analytics and export features help capture valuable data for future recommendations.

Cons:

• Requires time to optimize conditional logic and layout for best results.
• Some advanced features may need a learning curve for complete mastery.

Pricing:

• Free
• Growth: $29.99/month
• Plus: $49.99/month

Rating: 4.9/5 (25 reviews)

10. Aetherwave Recommendations

Aetherwave Recommendations is a powerful tool designed to elevate your sales strategy with tailored product suggestions and curated upsell bundles. Whether powered by machine learning (ML) or your personal input, AEtherwave helps boost conversions by showcasing relevant products and compelling lookbooks. It’s a seamless integration solution with no coding required, allowing e-commerce businesses to easily implement personalized recommendations and upselling strategies to maximize revenue.

Highlight Features:

• AI-Driven Product Recommendations: Automatically suggest relevant products to customers based on their browsing behavior, increasing the chances of additional sales.
• Tailored Lookbooks: Create custom lookbooks to showcase complementary items and enhance the customer experience with curated product collections.
• Manual Recommendations: Handcraft specific recommendations for personalized product selections to target your audience more effectively.
• Discounts on Additional Products: Propose discounts for additional products to incentivize customers to complete their purchases and boost conversions.
• Easy Integration: No coding required – AEtherwave is designed for seamless integration into your store’s design, making it easy to set up and use.

Pros:

• AI-driven recommendations boost relevance and personalization.
• Custom lookbooks help create engaging product displays that encourage additional purchases.
• Manual recommendation options allow for precise control over the customer experience.
• Discount capabilities for upselling help increase conversions and AOV.

Cons:

• The app may require time to fine-tune recommendations based on your specific product catalog.
• Some advanced customization may require further technical expertise, particularly when integrating with other marketing tools.

Pricing:

• Free
• Basic: $9.99/month

Rating: 5/5 (10 reviews)

11. Ci ‑ Product Recommendations

Ci is an enterprise-grade customer intelligence application that leverages Amazon’s cutting-edge AI and machine learning technology to deliver real-time, personalized product recommendations. By offering upselling and cross-selling features, along with product bundles and various recommendation types (e.g., related products, frequently bought together, new arrivals), Ci helps supercharge your e-commerce store. It creates personalized experiences across multiple touchpoints—from the homepage to product pages to checkout—maximizing revenue and boosting customer engagement.

Highlight Features:

• AI & ML-Powered Recommendations: Drive conversions with smart cross-selling, upselling, and product bundle recommendations, tailored to each visitor's behavior.
• Smart Filtering for Tailored Recommendations: Filter recommendations based on product pages, collections, or specific pages to target your audience more effectively.
• Personalized Product Recommendations: Show related products, trending items, recently purchased items, last viewed products, frequently bought together suggestions, and more.
• Customizable Widgets: Easily integrate recommendation widgets with your store’s design guidelines, ensuring a seamless user experience.
• No Overage Costs & Money-Back Guarantee: Enjoy peace of mind with no hidden fees and a money-back guarantee if you're not satified with the outcomes.

Pros:

• AI and ML technology offer highly personalized, real-time product recommendations.
• Supports a wide variety of recommendation types to enhance product discovery and increase sales.
• Customizable widgets allow for seamless integration with your store's design.
• Money-back guarantee and no overage costs provide assurance for businesses.

Cons:

• Some customization features may require technical expertise to fully optimize.
• Businesses with smaller stores may not need the full range of enterprise-level features.

Pricing:

• Free
• PREMIUM: $6.50/month
• PREMIUM PLUS: $22/month
• PRIME: $95/month

Rating: 5/5 (9 reviews)

12. Kesem AI Product Recommender

Kesem AI revolutionizes the online shopping experience by transforming your search bar into a powerful conversion engine. By offering instant, personalized visual product matches, real-time variant selection, and the ability to add products directly to the cart, Kesem AI streamlines the path from search to checkout. This seamless process eliminates barriers to purchase and boosts sales, turning searches into sales effortlessly. With conversational search intelligence, Kesem AI understands customer intent, ensuring that shoppers find exactly what they need with minimal friction.

Highlight Features: 

• Instant Personalized Recommendations: Deliver personalized product suggestions directly in the search results, tailored to each customer's preferences and browsing history.
• Real-Time Variant Selection: Allow customers to select color, size, and other variants directly within the search view, saving time and enhancing convenience.
• One-Click Add-to-Cart: Enable customers to add products to their cart directly from the search results, removing the need for extra clicks and speeding up the purchase process.
• Conversational Search Intelligence: Understand customer intent with advanced AI, providing the most relevant results based on search behavior and context.
• Seamless Modal-to-Chatbot Transition: Provide an effortless transition from search results to chatbot support, enabling real-time assistance and enhanced customer engagement.

Pros:

• Personalized, instant recommendations improve the relevancy of search results, reducing friction and abandoned carts.
• Real-time variant selection streamlines the shopping process, making it easier for customers to find and purchase the right product.
• One-click add-to-cart reduces decision fatigue and speeds up the purchase process.
• Conversational search intelligence and chatbot transition enhance the customer experience and engagement.

Cons:

• May require initial setup time to ensure the search engine understands and aligns with your product catalog.
• Advanced features like conversational search and chatbot integration may require additional technical setup or customization.

Pricing:

• Quick Starter: $49/month
• Growth Plan: $99/month
• Scale Plan: $199/month

Rating: 5/5 (5 reviews)

13. AI Recommendations by Aqurate

AI Recommendations by Aqurate is an AI-driven product recommendation tool designed to help eCommerce businesses boost conversions, increase average order value (AOV), and improve customer retention. By providing personalized recommendations relied on customer behavior and previous interactions, Aqurate enhances the online shopping experience and drives sales. The platform supports over 10 different product recommendation types, such as cross-sell, upsell, and similar product suggestions, which can be displayed on product pages, carts, or sent through email. With automated and performance-optimized features, Aqurate is a must-have for stores looking to enhance their customer experience without compromising website speed.

Highlight Features:

• Multiple Recommendation Types: Over 10 types of recommendations, including cross-sell, upsell, and similar product suggestions, to tailor the shopping experience.
• Personalized User Journey: Automatically personalize the shopping experience rrelied on customers’ preferences and browsing behavior to increase engagement.
• AI-Driven Automation: Fully automated recommendations that consider stock levels, new products, and customer behavior to ensure relevance and increase sales.
• Advanced Merchandising Rules: Use advanced rules to promote specific products or collections, ensuring your store's focus aligns with your sales goals.
• Fast Performance: Aqurate Personalize delivers high performance with minimal impact on your site’s speed, ensuring a smooth shopping experience.

Pros:

• AI-powered automation personalizes the shopping experience, increasing conversions and AOV.
• The app can display recommendations across various pages, including product detail pages, carts, and emails, ensuring visibility.
• Advanced merchandising rules provide detailed control over product promotions.
• Fast performance ensures your website remains optimized even with dynamic product recommendations.
• Dedicated support ensures any issues are quickly addressed.

Cons:

• The initial setup may take some time to fine-tune based on your product range and customer behavior.
• Some users may need to explore all recommendation types to fully optimize their store’s potential.

Pricing: Free to install. Additional charges may apply.

Rating: 5/5 (2 reviews)

14. SF Product Recommendations

SF Product Recommendations is a versatile product recommendation app designed to boost sales by offering personalized recommendations at key stages of the shopping journey. With an intuitive UI and ready-made templates, the app enables e-commerce businesses to add widgets that promote upsells, cross-sells, and product recommendations. StoreFrog offers various recommendation types, including frequently bought together (FBT), bestsellers, new arrivals, recently viewed, hot sellers, and related products, all customizable to suit your store’s needs.

Highlight Features:

• Product Recommendation Widgets: Add multiple types of recommendations, such as upsells, cross-sells, frequently bought together, best sellers, and more.
• Diverse Recommendation Types: Showcase related products, recently viewed items, hot-selling products, new arrivals, and custom recommendations for a personalized shopping experience.
• Multi-Page Widget Placement: Place recommendation widgets on various pages, including the shop page, product pages, 404 pages, thank you pages, and more, to increase visibility and drive sales.
• Customizable Recommendations: Set up rules and conditions for personalized recommendations, tailoring the shopping experience to your customers’ preferences.
• Analytics Dashboard: Access detailed analytics to track the performance of recommendation widgets and refine your strategy based on real-time data.

Pros:

• Provides multiple types of product recommendations to enhance customer engagement.
• Customization options for tailoring recommendations to specific products or pages.
• Detailed analytics allow for performance tracking and strategy optimization.

Cons:

• Some advanced customization may require technical knowledge to fully optimize.
• Limited customization options for widget design outside of templates.

Pricing:

• STARTUP: $10/month
• GROWTH: $20/month
• GAMECHANGER: $30/month

Rating: 5/5 (2 reviews)

Others also read:

• GemPages vs Shogun: Pros, Cons and Recommendation
• How To Personalize Product Recommendations On Shopify?
• Shopify Image Banner Size Recommendations for Newbies
• Top 15 Shopify Related Products App 

Conclusion

The Top 14 Shopify Recommendation Apps we've explored provide the perfect tools to help store owners enhance the shopping experience, boost conversions, and increase sales. By leveraging AI-powered recommendations, upsells, cross-sells, and product bundles, these apps create highly tailored shopping journeys that keep customers engaged and coming back for more.

Whether you’re looking to boost Average Order Value (AOV), reduce returns, or simply offer a more personalized shopping experience, there's an app on this list to suit every need. From quizzes and size recommendations to dynamic product suggestions, these tools can take your Shopify store to the next level. Remember, investing in the right recommendation app not only improves customer satisfaction but also helps maximize your store's potential.