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Recommendations Shopify Apps

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Boost conversion & reduce returns with size chart, badges, labels, popups & variant descriptions Turn your product page into a high-converting sales machine. ADV helps you increase conversion and reduce returns with powerful tools like size chart, badges, labels, popups & variant descriptions. Many stores lose sales because customers lack information or trust. ADV solves this by helping you highlight key product details, guide buying decisions, and create a more professional shopping experience — without coding. Turn your product page into a high-converting sales machine. ADV helps you increase conversion and reduce returns with powerful tools like size chart, badges, labels, popups & variant descriptions. Many stores lose sales because customers lack information or trust. ADV solves this by helping you highlight key product details, guide buying decisions, and create a more professional shopping experience — without coding. more Reduce returns using size charts, size guide, help customers pick the right size Increase sales with product badges, labels & trust icons Boost conversion with sales popups, urgency & promotion Improve product pages with variant descriptions & specifications Improve shopping experience to turn visitors into buyers

5.0(Reviews)

AI size recommender with personalized size recommendations. Reduce Returns, Increase Conversions. AI Fit Finder is an AI size recommender that gives shoppers personalized size recommendations for all types of clothing and footwear in a few clicks. Use it as a size advisor and AI size guide, with ready-made size chart templates so customers buy the right size with confidence. Add product-specific sizing across your catalog. The AI size recommendation engine reduces returns, lifts conversions, and improves satisfaction. One-click setup, multi-language, and analytics. Reduce Returns, Increase C AI Fit Finder is an AI size recommender that gives shoppers personalized size recommendations for all types of clothing and footwear in a few clicks. Use it as a size advisor and AI size guide, with ready-made size chart templates so customers buy the right size with confidence. Add product-specific sizing across your catalog. The AI size recommendation engine reduces returns, lifts conversions, and improves satisfaction. One-click setup, multi-language, and analytics. Reduce Returns, Increase C more Personalized size recommendations from simple inputs like height, weight, age. AI fit finder for precise size predictions across clothing and footwear. Pre-built size chart templates plus a customizable AI size guide. Product-specific size recommendations for consistent fit across your catalog. Multi-language size recommender with unit conversion and analytics dashboard.

5.0(Reviews)

Reduce ring sizing returns with AI. Customers measure via photo, right on your product page Help customers find their perfect ring size with AI-powered photo measurements — reducing sizing errors and returns for your jewelry or jewellery store. Aitaca adds a "Find My Size" button to your product pages. Customers take a quick photo of their hand with a standard sized card for scale, and our AI instantly recommends the perfect size — no guesswork needed. Easy 2-minute setup, no coding required. Perfect for online stores selling rings, engagement rings, wedding bands or smart rings. Help customers find their perfect ring size with AI-powered photo measurements — reducing sizing errors and returns for your jewelry or jewellery store. Aitaca adds a "Find My Size" button to your product pages. Customers take a quick photo of their hand with a standard sized card for scale, and our AI instantly recommends the perfect size — no guesswork needed. Easy 2-minute setup, no coding required. Perfect for online stores selling rings, engagement rings, wedding bands or smart rings. more Photo-based: shoppers take a photo of their hand to get the size recommendation Dynamic results table showing top 3 sizes for each finger International size settings (US, UK, EU, Spain) & Custom size chart support Desktop-to-mobile QR sync for seamless cross-device experience

5.0(Reviews)

AI size recommender using measurements, brand comparison & smart size guide. Help customers find the perfect fit with an AI-powered size recommender and smart size guide. Replace confusing size charts with personalized size recommendations based on measurements or brand comparisons. Increase customer confidence, reduce size-related returns, and improve conversions with a customizable sizing experience. Easily add a “What’s My Size?” button to your Shopify store and give shoppers accurate size recommendations before checkout. Help customers find the perfect fit with an AI-powered size recommender and smart size guide. Replace confusing size charts with personalized size recommendations based on measurements or brand comparisons. Increase customer confidence, reduce size-related returns, and improve conversions with a customizable sizing experience. Easily add a “What’s My Size?” button to your Shopify store and give shoppers accurate size recommendations before checkout. more AI size recommendations based on measurements and brand comparisons Compare customer sizes from popular brands to find the best match Create product-specific size charts for accurate fit guidance Customizable size recommender that matches your store experience Supports 19 storefront languages to reach global customers effortlessly

0.0(Reviews)

Makes Shoppers Love How They Look With AI Fashion Try-On 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

5.0(Reviews)

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.

3.8(Reviews)

Sell more makeup and glasses with lifelike virtual try-on. Cut returns. Let shoppers try on makeup, glasses and hair color live on camera before they buy. The plugin works on almost any device with a camera and internet connection. With realistic product looks and easy try-on process, online shopping has never been closer to the physical store experience. Try it and see your store thrive. Let shoppers try on makeup, glasses and hair color live on camera before they buy. The plugin works on almost any device with a camera and internet connection. With realistic product looks and easy try-on process, online shopping has never been closer to the physical store experience. Try it and see your store thrive. more Enhance your store with virtual try-on for makeup, eyewear and hair dye Get reliable usage analytics Easily upload and configure AR cosmetics, glasses and hair dye Preview products on several different models Give amazing experience to people of all skin tones

4.0(Reviews)

Help customers choose faster to buy more with specification and comparison tables. Help customers make informed buying decisions with clear product specification tables and side-by-side comparison tables. Highlight key details, show differences at a glance, and even offer AI-powered verdicts. Add unlimited attributes manually or pull existing data from metafields or metaobjects. Fully mobile-optimized, built for Online Store 2.0, and lightning fast with zero performance impact. Help customers make informed buying decisions with clear product specification tables and side-by-side comparison tables. Highlight key details, show differences at a glance, and even offer AI-powered verdicts. Add unlimited attributes manually or pull existing data from metafields or metaobjects. Fully mobile-optimized, built for Online Store 2.0, and lightning fast with zero performance impact. more Boost conversions with easy-to-read comparison and specification tables. Reuse your existing product data or add custom attributes in seconds. Dynamically compare products on collection pages. Match your brand with fully customizable tables. Translate specifications with Shopify native localization system.

4.8(Reviews)

Find the perfect bike size with automated, customizable recommendations. Helping customers choose the perfect bike size is critical for reducing returns and increasing conversion rates. Bike Size Pro isn't just a static chart—it's an interactive sizing engine built specifically for bicycle merchants. Instead of confusing customers with geometry tables they don't understand, Bike Size Pro asks simple questions (Height, Leg Length, Riding Style) and gives a clear, confident recommendation (e.g., "We recommend size 54cm."). Helping customers choose the perfect bike size is critical for reducing returns and increasing conversion rates. Bike Size Pro isn't just a static chart—it's an interactive sizing engine built specifically for bicycle merchants. Instead of confusing customers with geometry tables they don't understand, Bike Size Pro asks simple questions (Height, Leg Length, Riding Style) and gives a clear, confident recommendation (e.g., "We recommend size 54cm."). more Create unlimited custom size profiles (Road, MTB, Kids, etc.). Recommend sizes using height, leg length, and riding preference. Auto-apply calculators using product tags, vendors, or collections. Customize fonts, colors, and widget styles to match your brand. Full translation support for international, multi-language stores.

5.0(Reviews)

Stop losing sales to sizing doubt. AI predicts exact body measurements in 3 inputs — no tape measure AI-powered size recommender for clothing & footwear stores. Customers enter 3 simple inputs; our AI predicts chest, waist & hip measurements and matches them to your size chart — instantly. Reduce returns by up to 40%. Works for tops, bottoms, full-body clothes, innerwear and shoes too. AI-powered size recommender for clothing & footwear stores. Customers enter 3 simple inputs; our AI predicts chest, waist & hip measurements and matches them to your size chart — instantly. Reduce returns by up to 40%. Works for tops, bottoms, full-body clothes, innerwear and shoes too. more Let shoppers find their perfect fit in seconds — and buy with confidence. Supports top wears, bottom wears and full body wears & inner wears too. Works with just 3 simple inputs i.e. Height, Weight and Age, no complex forms. Helps you to eliminate guesswork and elevate conversion rate, cut down returns.

0.0(Reviews)

Accurate Ring Sizes, Happier Customers Camweara Ring Sizer app helps jewelry merchants reduce size related guesswork. The app integrates directly into product pages and customers can measure the ring size online with their existing ring, doesn't require any standard card for calibration on iPhone. Camweara Ring Sizer app helps jewelry merchants reduce size related guesswork. The app integrates directly into product pages and customers can measure the ring size online with their existing ring, doesn't require any standard card for calibration on iPhone. more Helps customers select a suitable ring size before purchase using existing ring. Customizable ring size chart, color and supports 50+ languages. Accurate real-world sizing on both iOS and Android. Takes only few seconds to enable the feature for all the rings.

5.0(Reviews)

Easily create, upload, and manage unlimited size charts — single or bulk — for all your products Chartify makes it easy to create and manage product size charts for your Shopify store. Ideal for fashion, footwear, and merchandise brands, it helps you display clean, customizable size charts that improve customer trust and reduce returns. With features like bulk uploads, tag-based assignment, and product-based mapping, you have full control through a simple dashboard. Upload one chart or many with ease. Chartify makes it easy to create and manage product size charts for your Shopify store. Ideal for fashion, footwear, and merchandise brands, it helps you display clean, customizable size charts that improve customer trust and reduce returns. With features like bulk uploads, tag-based assignment, and product-based mapping, you have full control through a simple dashboard. Upload one chart or many with ease. more Create and customize size charts for your products with ease Assign size charts to products using tags Upload and manage multiple size charts from a single dashboard Display size charts smoothly on product pages to help customers choose product

0.0(Reviews)

Cut returns with size chart, size guide & size recommenders that help shoppers find their fit. Sizing issues drive apparel returns. Clean Size Charts helps fashion and apparel brands reduce returns with size charts, size recommendations, fit notes, 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 size charts, size recommendations, fit notes, 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

4.9(Reviews)

Reduce returns & increase sales with smart, customizable size charts & size recommenders Reduce returns and boost sales with Devnzo Size Chart & Size Guide, a Shopify size chart app for clothing, fashion, footwear, jewelry, and accessories. Add unlimited customizable size charts and size guides with smart size recommendations, 25+ templates, images, videos, tabs, auto unit conversion, and multi-language support. Bulk import size charts via Excel or CSV, restore JSON backups, create a dedicated size guide page, Switching apps? We'll migrate your existing size charts. Reduce returns and boost sales with Devnzo Size Chart & Size Guide, a Shopify size chart app for clothing, fashion, footwear, jewelry, and accessories. Add unlimited customizable size charts and size guides with smart size recommendations, 25+ templates, images, videos, tabs, auto unit conversion, and multi-language support. Bulk import size charts via Excel or CSV, restore JSON backups, create a dedicated size guide page, Switching apps? We'll migrate your existing size charts. more 25+ size chart templates with images, videos, tabs & tables — quick setup Smart size recommender & fit finder — help shoppers choose the right size Collection-based size guides that auto-apply and stay synced to new products Bulk import size charts via Excel or CSV — no manual data entry Show size charts as inline, popup, Dropdown, or floating button — as you like

5.0(Reviews)

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

0.0(Reviews)

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

4.6(Reviews)

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

5.0(Reviews)

A size recommender for fashion brands to increase conversions, confidence & reduce returns Help shoppers find the right size & fit in under 15 seconds. Fit Quiz gives personalized clothing & footwear recommendations using real fit data, including size, fit, width & length at the product level. No weight questions, body measurements, body scans, size charts, or garment measurements needed. Support unisex sizing & 20 languages, customize the experience to match your brand, & see sales impact and return data in your dashboard. Advanced sizing supports international sizing as you grow. Help shoppers find the right size & fit in under 15 seconds. Fit Quiz gives personalized clothing & footwear recommendations using real fit data, including size, fit, width & length at the product level. No weight questions, body measurements, body scans, size charts, or garment measurements needed. Support unisex sizing & 20 languages, customize the experience to match your brand, & see sales impact and return data in your dashboard. Advanced sizing supports international sizing as you grow. more Fit Beyond Size: Length, width & fit details surfaced right down to SKU level International Sizes: UK, EU, US & custom size formats for apparel brands Clothing & Footwear Ready: Multiple options to customize sizing quiz per product Multilingual: Content & CTA buttons auto-localized across 20 supported languages Performance Reports: Sales lift, return rates & out of stock size data in one

4.0(Reviews)

Reduce returns and improve conversions with AI sizing, fit guides, and built-in email capture. Fitag makes it easy to deliver personalized sizing recommendations for every shopper using AI. The embedded widget helps customers identify their correct fit instantly, reducing sizing uncertainty and increasing purchase confidence. In addition to size chart management and conversion tracking, Fitag also captures shopper details through email opt-in, giving brands a direct way to build their audience and generate new revenue opportunities. Fitag makes it easy to deliver personalized sizing recommendations for every shopper using AI. The embedded widget helps customers identify their correct fit instantly, reducing sizing uncertainty and increasing purchase confidence. In addition to size chart management and conversion tracking, Fitag also captures shopper details through email opt-in, giving brands a direct way to build their audience and generate new revenue opportunities. more AI-powered sizing recommendations for every shopper. Custom size charts by product or collection. Instant widget install via Shopify theme block Mobile-first design built for conversion Collect shopper emails for remarketing and generate revenue

1.0(Reviews)

Reduce returns & provide effortless shopping with personal size profiles and fit recommendations Let customers create a personal size profile once and receive tailored fit recommendations on every visit. The app provides simple, flexible size charts for clothing and shoes, with editable guides, templates, and customizable product mapping. Multiple recommendation models adapt to different product types, so shoppers can find suitable sizes effortlessly, and repeat purchases are smooth and convenient. Let customers create a personal size profile once and receive tailored fit recommendations on every visit. The app provides simple, flexible size charts for clothing and shoes, with editable guides, templates, and customizable product mapping. Multiple recommendation models adapt to different product types, so shoppers can find suitable sizes effortlessly, and repeat purchases are smooth and convenient. more Save customer size profiles for seamless recommendations on repeat visits Create flexible size charts for clothing and shoes with templates Provide personalized size recommendations with multiple configurable models Add multiple size charts and recommender setups for different products Automatic unit conversion, customizable size charts, and editable images & tips

0.0(Reviews)

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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.