AI Size Recommendations for Apparel & Footwear to Reduce Returns and Improve Fit Accuracy. AI Fit Finder is an AI size recommender that provides personalized size recommendations using shopper inputs such as height, weight, age, fit preference, and footwear metrics like foot length and width. It helps Shopify stores suggest the most accurate size for apparel and footwear products, improving shopping confidence, reducing size-related returns, and increasing conversions. AI Fit Finder is an AI size recommender that provides personalized size recommendations using shopper inputs such as height, weight, age, fit preference, and footwear metrics like foot length and width. It helps Shopify stores suggest the most accurate size for apparel and footwear products, improving shopping confidence, reducing size-related returns, and increasing conversions. more AI size recommendations for apparel and footwear using shopper inputs. AI-Powered fit predictions based on product cut, stretch, and fabric behaviour. Custom sizing logic available for brand-specific fit rules. Product-specific size logic for accurate fit across your catalogue. Need custom features? Contact us for tailored sizing solutions.
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Increase Sales By Offering Shoppers a Virtual Try-On Experience That Works With Your Size Chart Size charts tell customers what fits. Antla shows them how good it looks. Even with detailed measurements, shoppers still hesitate with their purchases. An AI-powered virtual try-on lets customers see themselves in your products right on the product page. Antla doesn’t replace your size chart, it levels it up by styling them. Unlike other tools that only offer static charts & conversion tables, Antla pairs visual try-ons with your existing sizing info to reduce returns & boost buyer confidence. Size charts tell customers what fits. Antla shows them how good it looks. Even with detailed measurements, shoppers still hesitate with their purchases. An AI-powered virtual try-on lets customers see themselves in your products right on the product page. Antla doesn’t replace your size chart, it levels it up by styling them. Unlike other tools that only offer static charts & conversion tables, Antla pairs visual try-ons with your existing sizing info to reduce returns & boost buyer confidence. more Instant virtual try-ons: From a single photo, show shoppers how good they look Works seamlessly: With size charts, unit converters, & sizing templates Automatic discounts: Drive sales for shoppers who try on outfits Fully responsive design: Across desktop, tablet, & mobile Real-time analytics: Track your top-performing styles, try-ons, & shares
Revolutionize Your Store with Askflow’s Product Recommendation Quizzes App Maximize your sales potential with Askflow’s Product Quiz App - the ultimate solution to creating personalized Product Recommendation Quizzes with ease and without any technical skills. Our AI algorithms provide the best recommendations for your customers, giving you continuous insights and data to enhance their user experience. With branching logic, you can deliver tailored content that boosts customer loyalty. Supercharge your Shopify store with Askflow’s AI Shop Assistants. Maximize your sales potential with Askflow’s Product Quiz App - the ultimate solution to creating personalized Product Recommendation Quizzes with ease and without any technical skills. Our AI algorithms provide the best recommendations for your customers, giving you continuous insights and data to enhance their user experience. With branching logic, you can deliver tailored content that boosts customer loyalty. Supercharge your Shopify store with Askflow’s AI Shop Assistants. more Use AI credits to generate your quiz in less than 1 minute Build custom logic for precise product suggestions, no coding needed Pick from 6 ready-to-use designs or create your own Integrate with Klaviyo, Google Analytics, Meta Pixel Publish as a page, embedded & pop-up or widget with CTA.
Cut returns with size charts, size guides & size recommenders that help shoppers find their fit. Sizing issues drive apparel returns. Clean Size Charts helps fashion and apparel brands reduce returns with AI-powered size charts, fit recommendations, and one-click chart generation from your product data. 18 templates for shirts, pants, dresses, shoes, rings & more. Supports bulk creation, theme app blocks, AI sizing, auto unit conversion, and translations. Switching apps? We'll migrate your charts for free. Sizing issues drive apparel returns. Clean Size Charts helps fashion and apparel brands reduce returns with AI-powered size charts, fit recommendations, and one-click chart generation from your product data. 18 templates for shirts, pants, dresses, shoes, rings & more. Supports bulk creation, theme app blocks, AI sizing, auto unit conversion, and translations. Switching apps? We'll migrate your charts for free. more AI size recommendations – Help shoppers find their fit, reduce returns One-click chart generation – AI builds charts from your product data 18 ready templates – Shirts, pants, dresses, shoes, rings & more Auto-assign to products – Rules by collection, vendor, or type Done-for-you setup – We build your first size charts for free
Let your customers make well-informed decisions by easily comparing products side by side Incorporating a Product Comparison App into your store is a strategic move that can significantly impact your sales and customer satisfaction. EM SelectPro - Product Compare allows customers to compare upto 4 products at once, providing them with the information they need to make a confident purchase. The app also offers customizable features, such as the ability to add specific product attributes for comparison & modify the look & feel of the product comparison table to match your store's brand Incorporating a Product Comparison App into your store is a strategic move that can significantly impact your sales and customer satisfaction. EM SelectPro - Product Compare allows customers to compare upto 4 products at once, providing them with the information they need to make a confident purchase. The app also offers customizable features, such as the ability to add specific product attributes for comparison & modify the look & feel of the product comparison table to match your store's brand more Ability to compare up to 4 products at once Easy customizable comparison table design Option to add custom fields for comparison Sitewide product comparison bar We can choose specific template for each category
Help customers to compare product & buy the best product from available similar items on your store. Compare product enables customer to make better decision. If your store has such products which can make customers confused to do right purchase, Then this is the app for you. Customers can see comparable products together at same place. You can rearrange / reorder product compare table rows with drag & drop feature to display product comparison table page more convenient to visitors. Use this feature to differentiate similar products like, Model comparison, style comparison, features, etc. Compare product enables customer to make better decision. If your store has such products which can make customers confused to do right purchase, Then this is the app for you. Customers can see comparable products together at same place. You can rearrange / reorder product compare table rows with drag & drop feature to display product comparison table page more convenient to visitors. Use this feature to differentiate similar products like, Model comparison, style comparison, features, etc. more No Code Required, Automated Setup, Lighting Fast & easy compare, comparer tool Color / UI Customization, Advanced Settings, Support Metafields / Custom fields Reorder list of fields for compare page. Chart on product page,Numeric analytics Variants & Product Comparison, Hide Similarities / Highlight Difference. Compatible with Product Filter & Language Translation apps, AI Product Compare
Increase conversion, reduce returns and eliminate missed sales, all from one integration. Faslet is the retail intelligence platform for fashion brands across Europe. Combines ML-powered size recommendations, virtual try-on, missed sales tracking and fit intelligence in one integration. Features include Size Impact Reminder, Fitbar, AutoFit and Missed Sales Tracker. Built for apparel, footwear and kids, mono and multi-brand. Trusted by INTERSPORT, Most Wanted, Petrol Industries and leading fashion brands across Europe. Live in days. Results in weeks. Faslet is the retail intelligence platform for fashion brands across Europe. Combines ML-powered size recommendations, virtual try-on, missed sales tracking and fit intelligence in one integration. Features include Size Impact Reminder, Fitbar, AutoFit and Missed Sales Tracker. Built for apparel, footwear and kids, mono and multi-brand. Trusted by INTERSPORT, Most Wanted, Petrol Industries and leading fashion brands across Europe. Live in days. Results in weeks. more Size Impact Reminder reduces bracketing Fitbar shows real fit performance on product pages Smart Product Recommender suggests alternatives when size is out of stock AutoFit pre-fills size recommendations for returning shoppers Dashboard with fit insights and missed sales tracking
Reduce returns and build shopper confidence with a size recommender for clothing & footwear brands Sizing guesswork costs you sales & sends returns through the roof. Fit Quiz gives shoppers a personalized size recommendation in under 15 seconds, covering size, fit, width & length at the product level. No weight questions, body measurements, or body scans, ever. Works across clothing & footwear categories, including unisex. No size charts or garment measurements needed to get started. Customize colors, fonts & icons to match your brand. See sales impact & return data right in your dashboard. Sizing guesswork costs you sales & sends returns through the roof. Fit Quiz gives shoppers a personalized size recommendation in under 15 seconds, covering size, fit, width & length at the product level. No weight questions, body measurements, or body scans, ever. Works across clothing & footwear categories, including unisex. No size charts or garment measurements needed to get started. Customize colors, fonts & icons to match your brand. See sales impact & return data right in your dashboard. more Fit Beyond Size: Length, width & fit details surfaced right down to SKU level International Sizes: UK, EU, US & custom size formats for clothing & footwear Clothing & Footwear Ready: Full support for all adult apparel & shoe categories Multilingual: Content & CTA buttons auto-localized across 20 supported languages Performance Reports: Sales lift, return rates & out of stock size data in one
A.I. product quiz - Turns more store visitors into customers with personalized recommendations. Make more sales from your existing traffic, with Help Me Choose A.I. the one click product quiz builder. Our cutting edge A.I. creates recommendations for each customer and explains each one in a personalized way. Help Me Choose works across any industry or category and gives you new, unseen customer insight via our analytics dashboard. The results are increased sales, higher basket value and customer satisfaction. One click or have our team help you get a quiz live in minutes. Make more sales from your existing traffic, with Help Me Choose A.I. the one click product quiz builder. Our cutting edge A.I. creates recommendations for each customer and explains each one in a personalized way. Help Me Choose works across any industry or category and gives you new, unseen customer insight via our analytics dashboard. The results are increased sales, higher basket value and customer satisfaction. One click or have our team help you get a quiz live in minutes. more Unique 1-click A.I. product quiz generator - getting started takes seconds. Use your own products and store data - our app will generate the quiz for you. Unlimited products & collections with all tiers. Any industry, any product set. Analytics Dashboard: Find out what your visitors and customers really want. Relevant A.I. powered personalization for each and every store visitor.
Turn product images into room visualizers using 3D & AI. Increase buyer confidence & conversions. Consumers abandon online furniture purchases due to overwhelming choices and difficulty visualising products. Imersian's AI-powered 3D and AR technologies simplify the design and shopping process. Merchants can showcase their products in a real-life context, enhancing the shopping experience. Customers can upload images of their interiors and style them with retailers' products, leading to increased conversions, lower abandonment rates, satisfied, loyal customers & higher order value. Consumers abandon online furniture purchases due to overwhelming choices and difficulty visualising products. Imersian's AI-powered 3D and AR technologies simplify the design and shopping process. Merchants can showcase their products in a real-life context, enhancing the shopping experience. Customers can upload images of their interiors and style them with retailers' products, leading to increased conversions, lower abandonment rates, satisfied, loyal customers & higher order value. more Room Visualizer: Upload a room photo and style with your products AI-Powered 3D Models: Create realistic 3D models faster and cheaper Magic Eraser. Allow Customers to clean their rooms before uploading AI Shopping: Quick product recommendations based on users' requirements & needs HQ Renders: Create lifestyle product images at a fraction of studio costs.
Reduce returns and increase sales with clean size charts and AI-powered size recommenders Kiwi helps you remove any sizing uncertainty with customizable size charts and AI-powered fit recommendations that guide shoppers to the right choice. The result? More confident purchases and fewer returns. Add size charts and smart recommendations to any product, from apparel to dog collars. Quick to set up and gives you the flexibility to create a sizing experience that looks professional and fits your brand. Kiwi helps you remove any sizing uncertainty with customizable size charts and AI-powered fit recommendations that guide shoppers to the right choice. The result? More confident purchases and fewer returns. Add size charts and smart recommendations to any product, from apparel to dog collars. Quick to set up and gives you the flexibility to create a sizing experience that looks professional and fits your brand. more Import unlimited size charts from images, product descriptions, or CSV Help customers find their perfect fit with AI-powered size recommendations Add multiple size tables, images, videos, tabs, and more to your size charts Create a product or collection-based size guides that auto-apply to new products Automatically update the sizing unit based on your customer's location
AI Virtual Try-On: Let your customers see how clothes look on them before they buy. LISA lets customers try on clothes virtually while shopping online. Your customers can see how they'd look in different outfits with realistic visuals before making a purchase. It works with Shopify without any technical setup needed. When shoppers can see how clothes actually look on them, they return fewer items. They can also easily share their virtual outfits with friends, which helps spread the word about your store. Many shops find more people buy when they can try things on first. LISA lets customers try on clothes virtually while shopping online. Your customers can see how they'd look in different outfits with realistic visuals before making a purchase. It works with Shopify without any technical setup needed. When shoppers can see how clothes actually look on them, they return fewer items. They can also easily share their virtual outfits with friends, which helps spread the word about your store. Many shops find more people buy when they can try things on first. more AI Virtual Try-On: Show customers exactly how your clothes look and fit on them. Inspire bigger orders as customers explore and combine more outfit options. Integrate easily with Shopify to enhance the shopping experience at checkout. Reduce doubt by letting shoppers see themselves looking great in your clothing.
Optimize sizing across the apparel supply-chain powered by advanced artificial intelligence. Say goodbye to missed sales opportunities from sizing related cart-abandonment, returns, stock-outs, and dead inventory. As your brand's ✨ in-house AI fit expert ✨, Modi helps curb size uncertainty to turn browsers into shoppers with virtual fitting technology, includes a data dashboard that provides insight on customer fit profiles and sizing demand for better inventory planning, and harnesses post-purchase feedback to improve size charts & recommendations in real-time. Say goodbye to missed sales opportunities from sizing related cart-abandonment, returns, stock-outs, and dead inventory. As your brand's ✨ in-house AI fit expert ✨, Modi helps curb size uncertainty to turn browsers into shoppers with virtual fitting technology, includes a data dashboard that provides insight on customer fit profiles and sizing demand for better inventory planning, and harnesses post-purchase feedback to improve size charts & recommendations in real-time. more Provide shoppers with personalized fit guidance using virtual fitting technology Get post-purchase feedback to build social proof & improve fit recommendations Get insights on shopper fit profiles, return rates, and size-related stock-outs Improve SKU-level size chart information in real-time
Reduce returns & boost conversions with customizable size charts & AI size recommendations Sizing confusion costs apparel sales. When shoppers aren't sure about fit, they leave or return. MP Size Chart uses AI-powered size recommendations to instantly guide shoppers to their perfect fit. Plus, show customizable size charts on product pages, from fashion & footwear to accessories & beyond. Add unlimited size charts with images, videos & tabs. Easy CSV import for bulk uploads. 30+ size chart templates & auto unit conversion. Plus one size guide page. Switching apps? We'll help migrate. Sizing confusion costs apparel sales. When shoppers aren't sure about fit, they leave or return. MP Size Chart uses AI-powered size recommendations to instantly guide shoppers to their perfect fit. Plus, show customizable size charts on product pages, from fashion & footwear to accessories & beyond. Add unlimited size charts with images, videos & tabs. Easy CSV import for bulk uploads. 30+ size chart templates & auto unit conversion. Plus one size guide page. Switching apps? We'll help migrate. more AI-powered size recommendations help shoppers find their perfect fit Quick setup — 30+ size chart templates with images, videos, tabs & tables Import unlimited size charts via CSV — bulk upload made easy 20+ languages & auto unit conversion for global stores One size guide page shows all charts — auto-synced, always fresh
Clothing Size Finder + VTO. Improve CVR, reduce refunds, build customer loyalty. Clothing Size Finder Lite + VTO (Add-On) VTO is available as a add on. A visual overlay of the selected garment on the shopper’s photo directly from the PDP. Results are generally strong, in some cases, especially with dresses, the AI may adjust minor visual details. Still, shoppers gain a clear and engaging visualisation. While Size Finder replaces static size charts helping shoppers to choose the size that fits quickly. Clothing Size Finder Lite + VTO (Add-On) VTO is available as a add on. A visual overlay of the selected garment on the shopper’s photo directly from the PDP. Results are generally strong, in some cases, especially with dresses, the AI may adjust minor visual details. Still, shoppers gain a clear and engaging visualisation. While Size Finder replaces static size charts helping shoppers to choose the size that fits quickly. more Size recommendation from basic shopper info. Replaces static size charts. Shows size conversions in International, EU, UK, US, IT, and waist in one view. Calibrate sizing model to suit your brand's sizing. (one brand) No-code install in minutes. Lite version of Prime AI Size Finder technology. Too lite version? Seeking for a greater customisation? Contact us now
Boost sales and conversions with no-code product quizzes and personalized recommendations Create powerful product recommendation quizzes that guide customers to the right products, boost conversions, and unlock valuable zero-party data. QuizShop is a high-converting quiz builder for Shopify that helps you personalize the shopping experience with guided selling funnels. With no coding required and a drag-and-drop builder, you can launch customized quizzes in minutes and start driving smarter product recommendations. Turn your quiz into a personalized journey. Create powerful product recommendation quizzes that guide customers to the right products, boost conversions, and unlock valuable zero-party data. QuizShop is a high-converting quiz builder for Shopify that helps you personalize the shopping experience with guided selling funnels. With no coding required and a drag-and-drop builder, you can launch customized quizzes in minutes and start driving smarter product recommendations. Turn your quiz into a personalized journey. more Build no-code quizzes with AI, skip logic and funnels to boost engagement Capture emails and zero-party data; save, export CSV, and email results. Translate quizzes for multilingual stores Use built-in insights to analyze responses and optimize campaigns. Seamlessly integrate with Shopify and connect with Klaviyo.
AI analyzes Amazon product reviews to help merchants showcase insights and drive conversions. Reviewal helps Shopify store owners enhance the shopping experience by enabling customers to compare Amazon products based on real customer feedback. Using AI, it analyzes reviews and provides clear, data-driven summaries, making decision-making easier. This helps merchants improve engagement, build trust, and drive conversions by offering shoppers valuable insights at a glance. Simple to use and highly effective, Reviewal turns customer feedback into a powerful sales tool. Reviewal helps Shopify store owners enhance the shopping experience by enabling customers to compare Amazon products based on real customer feedback. Using AI, it analyzes reviews and provides clear, data-driven summaries, making decision-making easier. This helps merchants improve engagement, build trust, and drive conversions by offering shoppers valuable insights at a glance. Simple to use and highly effective, Reviewal turns customer feedback into a powerful sales tool. more Product Comparison Tool AI-Powered Review Summaries Easy Integration
Enhance sales conversion with AI Virtual Try-On: let customers visualize themselves in your products Saifs AI is a robust virtual try-on solution that lets customers see how great they look in your brand. With a simple photo upload, Saifs AI creates pixel-perfect images that adapt any outfit to every body shape. Turn visitors into brand ambassadors with one-click sharing as they try on looks and drive viral traffic. Saifs AI drives sales conversion, reduces returns, and elevates your brand’s retail experience. Saifs AI is a robust virtual try-on solution that lets customers see how great they look in your brand. With a simple photo upload, Saifs AI creates pixel-perfect images that adapt any outfit to every body shape. Turn visitors into brand ambassadors with one-click sharing as they try on looks and drive viral traffic. Saifs AI drives sales conversion, reduces returns, and elevates your brand’s retail experience. more Instant try-on: customers upload photos for real-time outfit previews Enhance sales conversions with pixel-perfect virtual try-ons One-click sharing transforms buyers into powerful brand ambassadors Comprehensive analytics track top styles and customer trends Reduce returns with precise fit visualization for every body shape
Reduce returns and increase sales with clear size charts, guides, and personalized size recommender. Size Wise is your ultimate solution for creating and managing custom size charts, designed to enhance the shopping experience and boost sales. You can help customers find the perfect fit by providing accurate size information, significantly reducing returns and exchanges. With our user-friendly interface, easily create size charts using rich text, tables, and images. Plus, utilize our size recommender tool for customers unsure about their size. Size Wise is your ultimate solution for creating and managing custom size charts, designed to enhance the shopping experience and boost sales. You can help customers find the perfect fit by providing accurate size information, significantly reducing returns and exchanges. With our user-friendly interface, easily create size charts using rich text, tables, and images. Plus, utilize our size recommender tool for customers unsure about their size. more Create custom size charts using rich text, tables, images, and styling options. Choose from pre-designed templates or create your own from scratch Set size chart rules that apply based on product types, collections, or tags Effortlessly switch between measurement units for international customers. Use the size recommender tool to assist customers in finding the size.
The AI size-and-fit solution for your shoppers, your teams, your brand: True Fit. We obsess over size & fit so your shoppers don’t have to! True Fit benefits your SHOPPERS by providing size recs across all footwear & apparel categories for men, women, kids & unisex, including swim & intimates. Our size solution provides inclusive size guidance for every body, shape, size & preference. Install True Fit in minutes & let us do the heavy lifting to get recommendations on your PDPs. We’ve been supporting size & fit for enterprise for a long time & can’t wait to support YOU! We obsess over size & fit so your shoppers don’t have to! True Fit benefits your SHOPPERS by providing size recs across all footwear & apparel categories for men, women, kids & unisex, including swim & intimates. Our size solution provides inclusive size guidance for every body, shape, size & preference. Install True Fit in minutes & let us do the heavy lifting to get recommendations on your PDPs. We’ve been supporting size & fit for enterprise for a long time & can’t wait to support YOU! more Single business solution to increase conversion & reduce returns Size recommendations for a broad assortment of categories & shoppers Varying size and fit experiences to turn browsers to buyers No-code Install in minutes Configure True Fit to your brand and product page styling
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About Recommendations Apps for Shopify
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 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 recommendations solutions available in the Shopify App Store. Each has been selected based on its functionality, user ratings, and overall value for Shopify merchants.