I’m Anurag Pandey, and I have spent more than 13 years working with Shopify stores and ecommerce brands, and in that time I have watched AI recommendations go from a nice to have feature to something almost every serious store runs on. I lead ControlF5, a Shopify agency, and my team and I have installed, tested and pulled apart nearly every recommendation app on the Shopify App Store while working on client projects. This guide is built from that experience.
Below I am sharing a mix of AI product recommendation apps and broader AI recommendation apps for Shopify that I think are genuinely worth your time in 2026, along with what each one actually does well.
If you are searching for Shopify AI recommendation apps or trying to shortlist the best Shopify product recommendation apps for your store, this list should save you a lot of trial and error.
What Are Shopify AI Recommendation Apps?
In my own words, Shopify AI recommendation apps are tools that study how a shopper behaves on your store, things like what they click, what they search for, what they have bought before, and then use that information to show them products they are actually likely to want. Instead of every visitor seeing the same static “related products” block, these apps generate personalized product recommendations for Shopify stores that shift based on the individual shopper in front of them.
Over the years I have seen this category split into a few clear approaches. Some apps lean on browsing and purchase behavior to power recommendations across the storefront. Others use a quiz format to guide shoppers to the right product through their own answers. A few focus specifically on frequently bought together style upsells at the product or cart level. None of these approaches is universally better, it really depends on your catalog, your traffic, and how hands on you want to be with merchandising.
The numbers below explain why so many Shopify merchants are investing in AI recommendation apps in the first place. Personalized recommendations are already responsible for a meaningful share of ecommerce revenue, and the shoppers who engage with them convert and spend at a noticeably higher rate than those who don’t. Whichever app from this list you end up choosing, this is the underlying opportunity it is built to capture.
Market Insights: Why This Matters for Your Shopify Store?
| Metric | Value |
| Ecommerce revenue share, industry average low | 26% |
| Ecommerce revenue share, industry average high | 31% |
| Ecommerce revenue share, Amazon | 35% |
| Add to cart likelihood after clicking a recommendation | 4.5x |
| Average spend after clicking a recommendation | 5x |
Source: VOVV.AI
Quick Comparison Table: Shopify AI recommendation apps
| App | Shopify Rating | Reviews | Starting Price |
| AiT: Loyalty, Review, WhatsApp | 4.9 | 291 | $19/month |
| LimeSpot AI Bundles & Upsells | 4.6 | 506 | Free |
| RevenueHunt Product Quiz Maker | 4.9 | 453 | Free |
| Glood Product Recommendations | 4.8 | 110 | Free |
| K: Cross Sell+Related Products | 4.7 | 86 | Free |
| FrankieAI Recommendations | 5.0 | 30 | $29/month |
| Brandye Quiz AI Recommendation | 5.0 | 7 | Free |
| AI Product Recommendations+ | 4.9 | 11 | Free |
| SF Product Recommendations | 5.0 | 1 | Free |
| Frequently Bought Together FT | 4.6 | 367 | Free |
List Of Best AI Product Recommendation Apps For Shopify
1. AiT: Loyalty, Review, WhatsApp
| Shopify Rating | Shopify App Store | App Website |
| 4.9 out of 5 (291 reviews) | Shopify Store | App Website |
AiTrillion is a product recommendation tool built for Shopify stores that want to guide shoppers toward the right products at the right moment. It reads signals such as cart activity, order history, search behavior and browsing patterns to generate suggestions that feel relevant rather than random. The app also extends recommendations beyond the storefront, placing them inside emails and automated campaigns to bring shoppers back. Merchants get ready made widget templates, so setup takes minutes instead of hours of manual configuration.
Key Features:
- Behavior-Based Recommendations: Suggestions are generated from cart contents, order history, order value, search activity, browsing patterns and location, so each shopper is shown products suited to their actual habits.
- Personalized Email Campaigns: Product suggestions are placed directly inside email sends, paired with automated push notifications and pop ups that pull customers back to complete a purchase.
- Loyalty-Based Suggestions: Recommendations factor in a customer’s past purchases and browsing history, helping repeat shoppers pick up shopping where they left off.
- Quick Widget Setup: Ready-made templates let merchants display products by date, price, sales or at random, with control over titles, layout, color and item count in a single click.
- Related Product Discovery: Shoppers viewing one item are shown related products from the same collection, type, tag or vendor, encouraging them to explore more before checking out.
Pricing:
| Plan | Monthly Price | Annual Price |
| Starter | $19/month | $192/year |
| Basic | $49/month | $492/year |
| Growth | $99/month | $984/year |
2. LimeSpot AI Bundles & Upsells
| Shopify Rating | Shopify App Store | App Website |
| 4.6 out of 5 (506 reviews) | Shopify Store | App Website |
LimeSpot centers its product recommendation engine around understanding shopper intent rather than relying on simple pattern matching. The system studies behavior in real time and forecasts which products are likely to resonate with each individual visitor. Store owners can also tune how the engine weighs different signals and blend its automated picks with their own manual merchandizing choices. The result is a recommendation setup that adapts to a store’s specific catalog and selling strategy instead of applying one fixed formula everywhere.
Key Features:
- Machine Learning Core: Learns from shopper behavior in real time and generates suggestions from the very first visit, with a claimed accuracy near 99.7 percent.
- Right Moment Targeting: Places products in front of shoppers at the point they are most likely to buy, aiming to triple conversion and lift order value.
- Tunable Engine Settings: Lets merchants adjust how much weight the AI gives to specific shopper actions and products.
- Design Flexibility: Recommendation layouts can be rebuilt through a drag and drop tool or a Vue.js template editor.
- Manual and AI Blend: Store owners can set their own product pairings and mix them with the engine’s automated picks.
Pricing:
| Plan | Monthly Price |
| LimeSpot Turbo Free | Free |
| LimeSpot Turbo | $9.99/month |
| LimeSpot Max | $50/month |
3. RevenueHunt Product Quiz Maker
| Shopify Rating | Shopify App Store | App Website |
| 4.9 out of 5 (453 reviews) | Shopify Store | App Website |
RevenueHunt takes a quiz based route to product discovery instead of relying on passive widgets. Merchants describe their store to an AI copilot, which then assembles a working quiz with questions, branching logic and product matches already in place. Shoppers move through the quiz along a path shaped by their own answers, landing on a results page where matched products are grouped and ready to add to cart. Store owners can also see exactly where shoppers drop off and push captured data straight into their existing marketing tools.
Key Features:
- AI Quiz Builder: An AI copilot puts together a working quiz, complete with questions, logic and product matches, from a short store description.
- Branching Logic: Questions can be shown or hidden based on earlier answers, guiding each shopper toward a fitting product.
- Branded Quiz Design: Colors, fonts, images and layout can be adjusted so the quiz matches the store instead of looking bolted on.
- Converting Results Page: Matched products appear grouped with images, prices and add to cart buttons right on the results screen.
- Drop-off Insights: Question level analytics show where shoppers exit, helping pinpoint and fix friction points.
Pricing:
| Plan | Monthly Price | Annual Price | Savings |
| Free Plan | Free | — | — |
| Basic Plan | $39/month | $374/year | 20% |
| Pro Plan | $99/month | $950/year | 20% |
| Premium Plan | $199/month | $1,910/year | 20% |
4. Glood Product Recommendations
| Shopify Rating | Shopify App Store | App Website |
| 4.8 out of 5 (110 reviews) | Shopify Store | App Website |
Glood approaches personalization by watching what a shopper actually does in the moment, not just what they bought before. Every click, scroll and pause is tracked as it happens, letting the system read intent and adjust on the fly. Those signals feed product suggestions that follow the shopper from homepage to product pages, into the cart, and through checkout. Over time the underlying engine keeps refining itself against fresh behavior, so recommendations stay current without a merchant needing to step in and retune anything manually.
Key Features:
- Live Behavior Tracking: Clicks, scroll depth and time on page are captured as they happen to read shopper intent in the moment.
- Recommendations Across Pages: Product suggestions surface automatically on the homepage, product pages, cart and checkout based on shopper behavior.
- Full Journey Personalization: Shoppers are guided from entry to purchase with relevant products, content and nudges tailored along the way.
- Self-Improving Engine: The AI keeps learning from ongoing interactions, refining recommendations and adjusting to trends without manual tuning.
Pricing:
| Plan | Monthly Price |
| Free | Free |
| Basic | $19.99/month |
| Pro | $69.99/month |
| Plus | $299.99/month |
5. K: Cross Sell+Related Products
| Shopify Rating | Shopify App Store |
| 4.7 out of 5 (86 reviews) | Shopify Store |
This app puts a frequently bought together layout directly on product pages, pairing the item a shopper is viewing with things that tend to sell alongside it. Merchants can pick between manual pairings and system generated ones, switching freely between the two depending on the product. Widget presentation can be shaped to match a store’s branding, with layout choices ranging from a simple line to a grid or an Amazon style block. It also gives merchants a way to spotlight bestsellers or seasonal items through a dedicated also bought section.
Key Features:
- Product Page Placement: The frequently bought together widget appears directly on pages for products it is linked to.
- Brand Matched Styling: Widget appearance, wording and layout can be adjusted to fit a store’s look.
- Manual or Automatic Pairing: Related items can be chosen by hand or generated automatically for upsell and cross sell purposes.
- Multiple Layout Styles: Products can be displayed in a line, a grid or an Amazon style block.
- Bestseller Spotlighting: A separate also bought section can be used to feature bestsellers or seasonal products.
Pricing:
| Plan | Monthly Price |
| Free | Free to install |
| Unlimited | $18/month |
6. FrankieAI Recommendations
| Shopify Rating | Shopify App Store | App Website |
| 5.0 out of 5 (30 reviews) | Shopify Store | App Website |
FrankieAI builds its recommendations around visual similarity rather than just purchase history, matching products by how they look across a store’s full catalog. This visual approach is meant to help shoppers find relevant items even in stores with a large number of SKUs. The app also extends personalization into email through a Klaviyo connection, aiming to raise how often shoppers click through from marketing sends. The overall goal is stronger sales, conversion and return on investment through more relevant product discovery.
Key Features:
- Visual Product Matching: Products are recommended based on visual relevance, helping shoppers find fitting items even in large catalogs.
- Large Catalog Coverage: The engine is built to return highly relevant results across a large number of SKUs.
- Custom Module Styling: The recommendation module’s appearance can be styled to match the store’s look.
- Klaviyo Email Sync: Personalized product recommendations can be sent through Klaviyo integrated email campaigns.
- Conversion and ROI Focus: The app is aimed at increasing sales, conversion rate, clickthrough rate and overall ROI through more relevant recommendations.
Pricing:
| Plan | Monthly Price |
| Merchant | $29/month |
| Professional | $69/month |
| Enterprise | $129/month |
| Unlimited | $299/month |
7. Brandye Quiz AI Recommendation
| Shopify Rating | Shopify App Store | App Website |
| 5.0 out of 5 (7 reviews) | Shopify Store | App Website |
Brandye takes an AI driven approach to product matching, aiming to remove the manual setup work store owners usually put into recommendation logic. The system is built to stay current on its own, reacting to catalog shifts such as new arrivals or items going out of stock without needing a merchant to step in. It also responds to changes made within the quiz itself, keeping recommendations accurate as questions or flows are updated. Together these pieces are meant to keep the app working correctly in the background as a store evolves.
Key Features:
- Automated AI Matching: Products are matched to quiz answers through AI, removing the need for manual setup.
- Real-Time Catalog Sync: The system adjusts automatically as new products are added to the store.
- Out-of-Stock Awareness: Recommendations update on their own when items go out of stock.
- Adaptive Quiz Logic: Changes made to the quiz are reflected instantly in how products get matched.
- Ongoing Accuracy Updates: The matching logic keeps adjusting in real time to keep suggestions accurate as conditions change.
Pricing:
| Plan | Monthly Price | Annual Price |
| Free | Free | — |
| Starter | $19/month | $190/year |
| Booster | $49/month | $470.40/year |
| Growth | $129/month | $1,238.40/year |
8. AI Product Recommendations+
| Shopify Rating | Shopify App Store |
| 4.9 out of 5 (11 reviews) | Shopify Store |
AI Product Recommendations+ is built around a simple one click install, positioning itself as an easy way to add AI powered upsells and cross sells without a complicated setup process. The app focuses on showing shoppers products they are statistically likely to buy, aiming to lift both average order value and conversion. It bills itself as a cost effective, all in one option rather than a suite of separate tools, designed for stores that want personalization without a heavy configuration process.
Key Features:
- AOV Boosting Engine: Built specifically to raise average order value by surfacing products shoppers are likely to add on.
- Cart Page Upsells: Upsell and cross sell offers appear directly on the shopping cart page.
- AI-Driven Suggestions: Product recommendations are generated through an AI powered engine rather than fixed static rules.
- Manual Override Option: Merchants can manually control and customize recommendations instead of relying only on automation.
- POS Compatibility: The app works seamlessly alongside Shopify POS for in person selling.
Pricing:
| Plan | Monthly Price |
| Starter | Free to install |
| Premium | $9.95/month |
9. SF Product Recommendations
| Shopify Rating | Shopify App Store |
| 5.0 out of 5 (1 review) | Shopify Store |
StoreFrog focuses on giving merchants a wide range of ready made recommendation formats rather than a single fixed widget. Store owners can mix related items, bestsellers, frequently bought together sets and new arrivals depending on what fits a given page. These widgets can be placed across the shop, product, cart, collection and thank you pages, and discounts can be layered onto upsell or cross sell suggestions to push average order value higher. Built in analytics then let merchants see how each widget is actually performing.
Key Features:
- Bundle Style Upsells: Personalized recommendations are built for upsell and cross sell product bundles.
- Multiple Recommendation Types: Related products, best sellers, frequently bought together and new arrivals can all be shown.
- Wide Page Coverage: Widgets can be placed on the shop, product, cart, collection and thank you pages.
- Discount Layering: Discounts can be applied on top of upsell and cross sell recommendations to help raise AOV.
- Performance Analytics: A dashboard tracks revenue, click through rate and impressions for the widgets.
Pricing:
| Plan | Monthly Price |
| Free | Free to install |
| Startup | $10/month |
| Growth | $20/month |
| Gamechanger | $30/month |
10. Frequently Bought Together FT
| Shopify Rating | Shopify App Store | App Website |
| 4.6 out of 5 (367 reviews) | Shopify Store | App Website |
Fether positions itself as an all in one solution for frequently bought together offers, bundle building and product add-ons rather than a single purpose widget. Its AI component looks at existing sales data to put together upsell bundles automatically, cutting down on manual setup work. Store owners can also build their own custom Mix and Match style offers or set up Buy X get Y deals for a more structured cross sell. The app also leans on displayed customer and product reviews to help turn undecided browsers into buyers.
Key Features:
- AI Recommendations: Bundles and upsells are auto suggested based on existing sales data.
- Bundles Builder: Custom Mix and Match and upsell bundle offers can be built by the merchant.
- Buy Together Offers: High converting Buy X get Y style bundle deals can be created.
- Customer Reviews Display: Real product and store reviews from other customers are shown to build buyer confidence.
Pricing: Free
Frequently Asked Questions (FAQs)
Question: What are the best Shopify AI recommendation apps?
Answer: Based on what I have covered in this guide, the best Shopify AI recommendation apps include:
- AiT: Loyalty, Review, WhatsApp
- LimeSpot AI Bundles & Upsells
- RevenueHunt Product Quiz Maker
- Glood Product Recommendations
- K: Cross Sell+Related Products
- FrankieAI Recommendations
- Brandye Quiz AI Recommendation
- AI Product Recommendations+
- SF Product Recommendations
- Frequently Bought Together FT
Question: Are AI product recommendation apps for Shopify worth paying for?
Answer: Most of the apps in this list offer a free plan or a free tier to start with, so you can test personalized product recommendations for Shopify before committing to a paid plan. Whether the paid tiers are worth it usually comes down to your order volume and how much of your revenue upsells and cross sells already contribute to.
Question: Can I use more than one recommendation app at a time?
Answer: Technically yes, but I would not recommend it. Running multiple recommendation apps together often leads to overlapping or conflicting widgets on the same page, which usually hurts the shopping experience instead of helping it.
Question: Do AI recommendation apps work for stores with a small product catalog?
Answer: Yes, though the impact tends to be more noticeable on stores with a larger catalog where shoppers have more choice. On smaller catalogs, simpler frequently bought together or related product widgets often perform just as well as more advanced AI-driven engines.
Question: Will installing a recommendation app affect my Shopify theme?
Answer: Most of these apps add widgets through app blocks or embedded scripts without requiring manual theme code edits. That said, it is still worth checking widget placement and testing on both desktop and mobile after installation.
