Product recommendation engines use AI and customer behavior data to suggest relevant products to shoppers, both on-site and via marketing channels. These tools help D2C brands personalize the shopping experience, improve product discovery, and boost average order value (AOV). By offering tailored product suggestions, brands can increase conversions and customer satisfaction. Product recommendation engines are essential for any brand looking to drive engagement through personalization.
Rebuy is the ultimate personalization platform for Shopify brands. Rebuy provides AI-powered tools to enhance customer experiences through personalized product recommendations, smart search functions, dynamic bundling, and automated marketing strategies like upselling and cross-selling. Rebuy's suite of fully-integrated tools increases revenue, average order value, and customer retention for D2C brands.
DaVinci Commerce empowers brands to elevate their retail media strategies with cutting-edge artificial intelligence. The platform empowers brands to launch creative-led display, video, social, and CTV campaigns across multiple retail media networks- in under five minutes. It offers a single workflow with built-in creative templates and clear, easy-to-use analytics dashboards.
Boost AI Search & Filter is designed to enhance the search and filtering capabilities of Shopify Stores. It uses AI-powered semantic search to understand customer intent and provide highly relevant results. Boost also offers customizable product filters, visual merchandising tools, and insightful analytics to improve the customer experience and increase conversions.
Let customers see themselves in your styles instantly with our AI-powered virtual try-on solution.
Ablestar Bulk Product Editor is an efficient tool for ecommerce brands that automates bulk edits on thousands of products, helping to manage product data with precision and ease. This app allows users to make one-off edits, upload spreadsheets without reformatting, and schedule sales with start and end dates, all while providing features like previews, progress monitoring, and an undo option. With capabilities to sync inventory and export unlimited products to various formats, Ablestar streamlines product management, saving time and minimizing errors in the editing process.
Personizely is the ultimate CRO toolkit built to boost ecommerce performance with advanced A/B testing, popups, and website personalization. Run experiments across product pages, popups, themes, content, URLs, and pricing to uncover what drives more conversions. From price testing to theme split tests, Personizely makes it easy to optimize every element—no coding required. Engage visitors with personalized experiences, capture more leads with high-converting popups, and drive more sales through data-backed decisions. Confidently test every variation with real-time CRO insights that deliver measurable results.
Searchanise enables customers to search your store by product name, categories, blog posts, pages and more. Add smart auto-complete functionality to your store. Promote products inside your search, and give clever relevant recommendations based on search behavior.
SearchSpring lets you effortessly launch personalized shopping experiences that convert browsers to buyers. Their most popular feature is the the search bar which accesses all of your product data and remembers shopper behavior.
LimeSpot recommends personalized product suggestions to your Shopify store’s customers based on their browsing behavior and purchase history. Increase your store’s average order value by showcasing relevant and complementary products. Enhance the shopping experience and boost your sales with LimeSpot’s intelligent recommendation engine.
Also Bought CBB recommends related products to customers based on their shopping behavior, increasing the average order value. Showcase product bundles and complementary items to encourage additional purchases effortlessly. Boost your sales and enhance the shopping experience with Also Bought CBB’s intelligent recommendation engine.
Smartviewer enhances your Shopify store’s product pages by adding interactive quick view options, allowing customers to view product details without leaving the current page. Improve user experience and increase conversions by making it easier for customers to browse and purchase products. Boost your store’s sales and usability with Smartviewer’s intuitive quick view features.
Wiser Recommendations recommends personalized product suggestions to your Shopify store’s customers based on their browsing behavior and purchase history. Increase your store’s average order value by showcasing relevant and complementary products. Enhance the shopping experience and boost your sales with Wiser Recommendations’ intelligent recommendation engine.
Frequently Bought Together recommends related products to customers based on their shopping behavior, increasing the average order value. Showcase product bundles and complementary items to encourage additional purchases effortlessly. Boost your sales and enhance the shopping experience with Frequently Bought Together’s intelligent recommendation engine.
Infinite Product Options is a powerful Shopify app that allows ecommerce brands to offer customizable product options, enhancing the shopping experience for customers. With features like text inputs, dropdown menus, checkboxes, and conditional logic, brands can tailor products to meet individual preferences, including add-ons and pricing adjustments. This flexibility not only personalizes the shopping journey but also helps increase average order values through upselling opportunities, making it an essential tool for businesses looking to boost engagement and sales.
BSS: Product Labels & Badges is a versatile Shopify app designed to enhance product visibility and encourage customer purchases through eye-catching labels and badges. With a library of pre-designed options for sales, discounts, and seasonal promotions, brands can easily customize and display these labels based on various conditions such as stock status and discount ranges. This tool empowers ecommerce brands to create targeted marketing campaigns, increase engagement on product pages, and ultimately boost sales by making products more appealing to customers.
BSS: Product Variants Options empowers ecommerce brands to enhance product customization by providing unlimited options that surpass Shopify's default variant limits. With features like 14 different option types, conditional logic for dynamic displays, and the ability to apply price add-ons, this tool allows merchants to tailor their offerings to meet specific customer needs, ultimately boosting sales and enhancing the shopping experience. Additionally, it integrates seamlessly with Shopify's checkout and discount systems, ensuring a smooth transaction process for customers.
Kaching Bundle Quantity Breaks is a powerful app designed to help ecommerce brands increase their average order value (AOV) by creating customizable product bundles and volume discounts. With a user-friendly interface, merchants can easily set up discounts based on quantity, apply percentage or dollar discounts, and track the additional revenue generated through detailed analytics. This tool not only enhances the shopping experience for customers but also boosts conversion rates, making it an essential addition for any Shopify store.
Zfort Group delivers powerful AI solutions designed specifically for the cannabis industry. From intelligent product recommendation systems and inventory optimization to data-driven customer insights, our custom-built AI tools help cannabis businesses grow smarter and operate more efficiently. Backed by advanced machine learning and modern tech stacks, Zfort Group turns complex data into clear decisions — driving innovation, satisfaction, and sustainable growth.
Shopify Search & Discovery is a free app that enhances the shopping experience by optimizing product search, filtering, and recommendations on ecommerce sites. It allows brands to customize search results, create synonym groups for better product matching, and boost featured products to increase visibility. With built-in analytics, merchants can gain insights into customer navigation, helping them refine their strategies to drive sales and improve customer satisfaction.
Rapi Bundle Quantity Breaks is a Shopify app designed to help eCommerce brands increase sales and average order value (AOV) by offering volume discounts, product bundles, BOGO (Buy One Get One FREE) deals, and upsell opportunities. With no coding required, businesses can easily create and customize bundles, discounts, and quantity breaks to drive more sales and encourage bulk purchases, all while integrating seamlessly with any Shopify theme.
Hulk Product Options is a versatile Shopify app that empowers ecommerce brands to offer extensive product customization options, enhancing the shopping experience for customers. With features like file uploads, custom text boxes, and the ability to apply bulk customizations across multiple products, merchants can create personalized solutions that drive sales. This app also supports various product selection tools, such as checkboxes, dropdowns, and color swatches, enabling customers to tailor their purchases to their specific needs.
Everything you need to build a better D2C brand, business and tech stack.
