Add vehicle fitment data to your products. Customers filter by vehicle to find parts that fit. Vehicle parts stores share a common problem: customers struggle to find parts that fit their exact vehicle, which leads to wrong orders and returns. FitmentPro solves this by letting you assign vehicle compatibility data directly to your products. Customers select their car, motorcycle or ATV through a step-by-step filter and immediately see only the parts that fit. They can identify their vehicle by year, make and model, by VIN, or by German HSN and TSN codes. A built-in vehicle database cover Vehicle parts stores share a common problem: customers struggle to find parts that fit their exact vehicle, which leads to wrong orders and returns. FitmentPro solves this by letting you assign vehicle compatibility data directly to your products. Customers select their car, motorcycle or ATV through a step-by-step filter and immediately see only the parts that fit. They can identify their vehicle by year, make and model, by VIN, or by German HSN and TSN codes. A built-in vehicle database cover more Customers find parts that fit their exact car, motorcycle or ATV Built-in vehicle database for the EU, UK, US and Australian markets HSN/TSN/VIN lookup lets customers identify vehicles from registration documents Warns customers at cart and checkout when a part does not fit their vehicle My Garage lets shoppers save their vehicles and shop matching parts
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FitMirra AI delivers virtual try-on and AI styling to boost conversions and reduce apparel returns FitMirra AI helps apparel merchants increase buyer confidence with virtual try-on and AI-powered size and style guidance directly on product pages. Shoppers can preview fit and receive personalized recommendations before purchasing, reducing uncertainty and size-related returns. The app installs quickly, works with existing product images, and improves conversion rates without disrupting store operations. FitMirra AI helps apparel merchants increase buyer confidence with virtual try-on and AI-powered size and style guidance directly on product pages. Shoppers can preview fit and receive personalized recommendations before purchasing, reducing uncertainty and size-related returns. The app installs quickly, works with existing product images, and improves conversion rates without disrupting store operations. more Virtual try-on widget on product pages to preview fit and look AI size guidance from shopper inputs to reduce size-related returns AI style assistant with product-specific tips to boost add-to-cart Complete the Look upsell: recommend matching items and bundles Conversion-focused experience that boosts confidence and returns reduction
AI product quiz that turns browsers into buyers - make more sales from the traffic you have. Most of your traffic already wants to buy. They just can't tell which product is right, so they hesitate and leave. Help Me Choose adds a guided quiz that does the choosing with them. Point it at your catalogue and the AI writes the questions, the answers and the matching. Shoppers get a short path to the product that suits them, and a reason why. You get to see what every one of them was looking for. Installs in minutes on any theme. No feed, no code, no developers. Free to start. Most of your traffic already wants to buy. They just can't tell which product is right, so they hesitate and leave. Help Me Choose adds a guided quiz that does the choosing with them. Point it at your catalogue and the AI writes the questions, the answers and the matching. Shoppers get a short path to the product that suits them, and a reason why. You get to see what every one of them was looking for. Installs in minutes on any theme. No feed, no code, no developers. Free to start. more AI builds your quiz from your own products - live in minutes, no code Every recommendation explained to the shopper in your brand's voice Unlimited products and collections on every plan, in any category Shopper intent analytics to feed your ads, email and merchandising Full style editor and editorial control over every question
Let customers visualize rugs, fabric & wallpaper in their room. Realistic AI Swap. Stop the "Will it look good?" guessing game. Turn hesitation into confidence with AI visualization. Selling materials online is hard because customers can't imagine the final look. Whether you sell velvet for sofas, leather for car seats, or patterns for wallpaper, our AI Material Visualizer bridges the gap between imagination and reality. Allow your customers to upload a photo of their room (or any space) and instantly see your products applied with photo-realistic accuracy. Stop the "Will it look good?" guessing game. Turn hesitation into confidence with AI visualization. Selling materials online is hard because customers can't imagine the final look. Whether you sell velvet for sofas, leather for car seats, or patterns for wallpaper, our AI Material Visualizer bridges the gap between imagination and reality. Allow your customers to upload a photo of their room (or any space) and instantly see your products applied with photo-realistic accuracy. more Realistic AI Engine: Our AI truly understands 3D spatial relationships. No 3D Models Required: Save much on 3D modeling. Works for Every Surface: Furniture, Curtains, Walls, Floors, etc. Customers can download their visualized room scene with a shopping list.
Turn product images into room visualizers using 3D & AI. Increase buyer confidence & conversions. Shoppers abandon online furniture purchases due to overwhelming choices and difficulty visualising products.Imersian is a spatial commerce platform. The AI Stylist & Assistant assists shoppers with product disovery based on their needs, from a room photo and a prompt. The room visualizer allows them to use the same room upload to style their space with your products, assisting with conversions and lowering abandonment rates. Shoppers abandon online furniture purchases due to overwhelming choices and difficulty visualising products.Imersian is a spatial commerce platform. The AI Stylist & Assistant assists shoppers with product disovery based on their needs, from a room photo and a prompt. The room visualizer allows them to use the same room upload to style their space with your products, assisting with conversions and lowering abandonment rates. more Room Visualizer: true-to-scale placement from real geometry, not an AI guesswork AI 3D Creator turns your product photos into 3D models within minutes AI Shopping Assistant: recommends products based on shoppers actual room HQ Renders: Create lifestyle product images at a fraction of studio costs.
Scan your body in 10 seconds. Know your size. See how it looks. Buy with confidence. Struggling with returns or cart abandonment? Want to personalize the shopping experience? Imersive’s AI Sizing tool captures 30+ body measurements and recommends the right size for each customer based on your product-level size guide. Virtual Try-On lets shoppers see how it looks on them before they buy. One photo. AI Sizing and Virtual Try-On together in one seamless Shopify flow. Result: higher customer satisfaction, fewer returns, and improved sales. Struggling with returns or cart abandonment? Want to personalize the shopping experience? Imersive’s AI Sizing tool captures 30+ body measurements and recommends the right size for each customer based on your product-level size guide. Virtual Try-On lets shoppers see how it looks on them before they buy. One photo. AI Sizing and Virtual Try-On together in one seamless Shopify flow. Result: higher customer satisfaction, fewer returns, and improved sales. more From a Photo or a 10-second AI body scan: 30+ measurements+ recommendation Brand-specific size recommendations mapped to your exact size chart Virtual Try-On: shoppers visualize products on their own photo Works on all devices: mobile, tablet, desktop. Multichannel applications Easy setup: live in under 30 minutes, no developer needed
Create beautiful price tables to showcase product compare plans, tiers, or service packages. Make it easy for shoppers to compare packages, services, or plans at a glance. By showcasing options side-by-side, you shorten decision time and encourage more premium or higher-value purchases. Use comparison tables to cross-sell related products, wholesale pricing volume table while keeping your store organized, professional, and easy to navigate. Install Pricing Table app to showcase your packages with clarity, boost conversions, and make it easier for shoppers to choose your best offerings. Make it easy for shoppers to compare packages, services, or plans at a glance. By showcasing options side-by-side, you shorten decision time and encourage more premium or higher-value purchases. Use comparison tables to cross-sell related products, wholesale pricing volume table while keeping your store organized, professional, and easy to navigate. Install Pricing Table app to showcase your packages with clarity, boost conversions, and make it easier for shoppers to choose your best offerings. more Accelerate purchase decisions with side-by-side pricing comparisons. Adjust price table size, spacing, colors, and borders to match your brand. Run price test variations with multiple pricing table layouts. Add as many plan features in specification table as you need for full clarity. Draw attention to your price match “Best” or “Recommended” choice.
Reduce holiday & gift returns, increase sales with AI-powered size charts, guides & recommender When customers aren't sure about sizing, they hesitate, or return their order, which gets costly during the holidays. Kiwi helps you remove that 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 more. It's quick to set up and gives you the flexibility to create a sizing experience for your brand. When customers aren't sure about sizing, they hesitate, or return their order, which gets costly during the holidays. Kiwi helps you remove that 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 more. It's quick to set up and gives you the flexibility to create a sizing experience for 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
Maximize Real-Time Sales with the Easy-to-Use Amazon 'Buy Now' Button Elevate Your Sales with the Amazon Buy Now Button - the perfect solution for Amazon organic ranking improvement and increased sales on both channels. Our app is designed to showcase your Amazon product listings, allowing customers to view reviews and make informed purchasing decisions. Take advantage of this opportunity by easily connecting your Shopify store to the Amazon marketplace through our one-click Amazon Buy button feature. Elevate Your Sales with the Amazon Buy Now Button - the perfect solution for Amazon organic ranking improvement and increased sales on both channels. Our app is designed to showcase your Amazon product listings, allowing customers to view reviews and make informed purchasing decisions. Take advantage of this opportunity by easily connecting your Shopify store to the Amazon marketplace through our one-click Amazon Buy button feature. more Boost Amazon Organic Rankings with Our Advanced Backend Algorithm Maximize Your Earnings with Multiple Marketplaces & Affiliate Accounts Boost Sales with the Amazon Buy Button - A Vital Part of Your Sales Funnel Don't allow customers to see similar products offered by Amazon competitors Now supports also Amazon Prime, Ebay, Walmart & Other Marketplaces
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.
Inspire shoppers with AI virtual try-on for full outfits on fashion models or their own photos Lit Outfit brings the joy of styling to online shopping. Shoppers design complete looks with an intuitive outfit builder and preview them with AI virtual try-on on fashion models or their own photos. The AI engine maps fit and fabric for a photorealistic virtual try-on, recommends complementary products, and lets customers add the entire outfit to the cart in one click. Privacy-focused design ensures no customer images are stored. Lit Outfit brings the joy of styling to online shopping. Shoppers design complete looks with an intuitive outfit builder and preview them with AI virtual try-on on fashion models or their own photos. The AI engine maps fit and fabric for a photorealistic virtual try-on, recommends complementary products, and lets customers add the entire outfit to the cart in one click. Privacy-focused design ensures no customer images are stored. more Outfit builder with realistic virtual try on powered by latest gen AI Cost-efficient: outfits are only charged the first time they're generated Custom photo upload lets shoppers see outfits on themselves (optional) Works for all categories: glasses, shirts, dresses, pants, socks, shoes & more Privacy-first: no customer data storage
Add product labels & badges, size charts, GDPR cookie banner, trust badges and more to boost sales Introducing Lavar, your all in one go-to tools to create product labels & badges, size charts, and cookie banners to boost customer trust and shopping confidence. Use dynamic product labels & badges to show discounts, new arrivals, best sellers, and special offers to driving more sales. Add size charts to minimize returns with accurate fit guidance, while cookie banners ensure GDPR compliance and safeguard customer data. Combined, these tools increase engagement & lift conversions without coding Introducing Lavar, your all in one go-to tools to create product labels & badges, size charts, and cookie banners to boost customer trust and shopping confidence. Use dynamic product labels & badges to show discounts, new arrivals, best sellers, and special offers to driving more sales. Add size charts to minimize returns with accurate fit guidance, while cookie banners ensure GDPR compliance and safeguard customer data. Combined, these tools increase engagement & lift conversions without coding more Product Badges: Display sale badges, discount badges and promotional badges Product Labels: Highlight new arrivals, best sellers and featured products Create product labels & badges and size charts that build shopper confidence Trust Badges: Build customer confidence with secure payment and trust icons. Size Charts: Create responsive size charts and size guides for your products
Add an AI size recommender and smart size charts to product pages so shoppers buy with confidence. Measmerize asks shoppers a few questions (such as height, weight, and age), builds a 3D Digital Twin of their body, and compares it with your garment measurements, size charts, and product data to recommend a size. Advice starts from product data, so new items get accurate size recommendations at launch with no purchase history. It covers apparel, footwear, and kidswear with product-level size charts and a size guide in 25+ languages, and it follows each Measmerize asks shoppers a few questions (such as height, weight, and age), builds a 3D Digital Twin of their body, and compares it with your garment measurements, size charts, and product data to recommend a size. Advice starts from product data, so new items get accurate size recommendations at launch with no purchase history. It covers apparel, footwear, and kidswear with product-level size charts and a size guide in 25+ languages, and it follows each more Size recommender and fit finder for apparel, footwear, and kidswear Product-level size charts you can create or upload, then assign to products Accurate advice for new products at launch, built from your garment data Preset layouts plus full control of fonts, colors, and button copy Analytics dashboard showing size advice usage and the sales it influences
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
Product recommendation quiz builder to personalize shopping and increase conversions. MP Product Quiz helps you create interactive product recommendation quizzes that personalize shopping and increase conversions. Guide customers to the right products using simple logic flows while reducing returns and boosting satisfaction. Build unlimited quizzes, customize designs to match your brand, embed them anywhere, and track performance with built-in analytics. Collect valuable customer data from quiz responses for segmentation, email marketing, and targeted campaigns. MP Product Quiz helps you create interactive product recommendation quizzes that personalize shopping and increase conversions. Guide customers to the right products using simple logic flows while reducing returns and boosting satisfaction. Build unlimited quizzes, customize designs to match your brand, embed them anywhere, and track performance with built-in analytics. Collect valuable customer data from quiz responses for segmentation, email marketing, and targeted campaigns. more Unlimited quizzes – Build product finders with no coding required Smart quiz logic – Recommend products based on customer answers Custom design – Match quizzes to your brand with flexible layouts Analytics & insights – Track quiz performance and shopper behavior Customer data – Segment users for email and remarketing campaigns
Reduce returns with customizable size charts, size guide & AI size recommender Sizing confusion costs apparel sales. When shoppers aren't sure about fit, they leave or return. MP Size Chart adds customizable size charts and size guides to Shopify product pages for fashion, footwear, jewelry & pets. Add size charts with images, videos & tabs. Import size charts in bulk via CSV. Use 30+ size chart templates, auto unit conversion and a dedicated size guide page. AI size recommendations guide shoppers to the right fit. Switching apps? We'll migrate your size charts for free. Sizing confusion costs apparel sales. When shoppers aren't sure about fit, they leave or return. MP Size Chart adds customizable size charts and size guides to Shopify product pages for fashion, footwear, jewelry & pets. Add size charts with images, videos & tabs. Import size charts in bulk via CSV. Use 30+ size chart templates, auto unit conversion and a dedicated size guide page. AI size recommendations guide shoppers to the right fit. Switching apps? We'll migrate your size charts for free. more 30+ size chart templates for apparel, footwear, jewelry & pets — quick setup Bulk import size charts via CSV — no manual entry Size guide display options — floating, inline, dropdown, or next to size 20+ languages, unit conversion & multiple size labels for global stores AI size recommender & fit finder — shoppers get their right size instantly
Give your customers accurate AI-powered size recommendations improving fit accuracy and conversions. Polypo offers AI-powered size recommendations that adapt to all body shapes and sizes. It is simple for brands to install and integrates directly into product pages. Shoppers create their profile once and instantly receive their recommended size on every product, helping them make faster and more confident purchase decisions. Polypo offers AI-powered size recommendations that adapt to all body shapes and sizes. It is simple for brands to install and integrates directly into product pages. Shoppers create their profile once and instantly receive their recommended size on every product, helping them make faster and more confident purchase decisions. more AI sizing that boosts sales and reduces fit-related returns Digital twin avatars created from two shopper images Accurate sizing using precise body measurements One-time shopper login for size-wide recommendations enhancing store experience Easy integration into any product page
Popsize reduces returns with AI sizing, offering smart fit guidance on your product pages. Popsize solves one of fashion e-commerce’s biggest challenges: sizing uncertainty. By combining our proprietary AI models, real shopper profiles and brand-specific data, we deliver personalized size recommendations that reduce return rates and improve the shopping experience. Popsize can be set up in 2 minutes, integrates seamlessly with your storefront, and helps provides you with reliable size guidance directly on product pages. Popsize solves one of fashion e-commerce’s biggest challenges: sizing uncertainty. By combining our proprietary AI models, real shopper profiles and brand-specific data, we deliver personalized size recommendations that reduce return rates and improve the shopping experience. Popsize can be set up in 2 minutes, integrates seamlessly with your storefront, and helps provides you with reliable size guidance directly on product pages. more AI-driven size recommendations Real consumer fit intelligence Seamless product page integration
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
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
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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.