Best Shopify Product Recommendation Apps: Honest Reviews & Insights

I’ve tested more than a dozen Shopify product recommendation apps on my own store, and most didn’t live up to the hype.

Some slowed down my site. Others showed irrelevant suggestions. A few just felt outdated. That’s why I created this guide: to help you skip the noise and find the AI-powered apps that actually drive sales.

This isn’t a generic list. It’s built from hands-on experience, real user reviews, and a deep dive into how these tools work in 2025, including one that let me launch AI-powered recommendations in just 5 minutes with LiveChatAI.

Let’s break down what they do, how they differ, and which one fits your store best.

What Are Shopify Product Recommendation Apps (and Why AI Matters in 2025)?

When you hear “Shopify product recommendation apps,” you might think of the basic “You may also like…” carousels. But the best apps in 2025 go way beyond that.

These tools use AI to analyze customer behavior in real time, then automatically show each visitor the products they’re most likely to buy. No more guesswork, no more one-size-fits-all.

What Do Shopify Product Recommendation Apps Actually Do?

At their core, these apps help you:

• Increase average order value (AOV) by cross-selling and upselling the right items
• Personalize your home, product, cart, and checkout pages
• Improve conversion rates by reducing friction in product discovery
• Automate merchandising based on what actually works

Instead of manually tagging products or setting display rules, you let AI do the heavy lifting, learning what sells together, what your top shoppers look at, and what nudges someone to checkout.

Why AI-Powered Recommendations Outperform Rule-Based Ones

Here’s why AI wins:

🛍️ Where Do These Recommendations Show Up?

Most Shopify product recommendation apps let you place suggestions in key areas like:

• Homepage: Show trending or personalized picks right away
• Product Pages: Suggest complementary or alternative items
• Cart Pages / Drawers: Upsell before checkout
• Chatbot Widgets: (like LiveChatAI) Provide real-time AI suggestions through conversation
• Email / SMS: Personalized follow-up offers based on behavior

How I Tested These AI Recommendation Apps

I didn’t just skim the app listings. I installed and tested each of these Shopify product recommendation apps on my own store to see how they perform in the real world, not just on paper.

Here’s how I approached it:

My Evaluation Criteria

To keep things fair and focused, I rated each AI app on five key dimensions that actually affect performance and usability:

1. Ease of Setup

• How fast can you get it running
• Can a non-developer install it and see results?

For example, LiveChatAI, an AI agent builder, impressed me by allowing me to provide personalized product recommendations via chatbot in under 5 minutes.

2. AI Recommendation Quality

• Are the suggestions relevant and timely?
• Does the AI adapt based on real customer behavior?
• Can it handle large catalogs and diverse customer segments?

3. Design & Integration

• Does it blend with Shopify themes?
• Is it customizable without breaking your layout?
• Can it work inside carts, product pages, chat widgets, or even email?

4. Analytics & ROI Visibility

• Does the app show performance metrics?
• Can I measure conversions, AOV lift, or upsell success?

I prioritized apps that didn’t just guess, but proved their value with numbers.

5. Support & Developer Friendliness

• How responsive is the support team?
• Are there options for dev teams (like APIs, custom targeting, headless support)?

My Review Analysis Process

Beyond my own usage, I also analyzed hundreds of real user reviews from the Shopify App Store, but with help from AI.

Using a review mining tool, I sorted and extracted:

• Common praise themes (e.g., “boosted AOV”, “easy to customize”)
• Frequent complaints (e.g., “not beginner-friendly”, “slow support”)
• Overlooked gems (like a hidden integration or advanced use case)

This helped me uncover insights that don’t show up in app marketing pages, so you can avoid surprises later.

Best AI-Driven Shopify Product Recommendation Apps (Ranked & Reviewed)

Over the past year, I’ve tested dozens of AI tools claiming to be the “best Shopify product recommendation apps.” Spoiler: most didn’t last a week on my store.

But these ten? They’re different. Each one on this list brings real AI capabilities to the table, helping you personalize recommendations, increase AOV, and automate upsells without guesswork. 

Here’s my take on the best ones, based on real usage and hundreds of merchant reviews.

1. LiveChatAI – AI Chatbot with Built-In Product Recommendation Engine

LiveChatAI is a fully conversational AI shopping assistant that helps customers find the right product in real time.

With its built-in Shopify MCP integration, LiveChatAI connects directly to your store’s live catalog. That means it can:

• Pull accurate product names, prices, and inventory on demand
• Recommend items based on customer intent (e.g. “show me gift ideas under $50”)
• Add products to cart via chat
• And even escalate to a human agent if needed

Setup takes less than 5 minutes, no coding required, and the chatbot starts generating personalized recommendations right away.

💬 Why merchants love it:

• GPT-4o powered agent that understands natural language
• Supports 95+ languages
• Custom training on store content for deeper brand alignment
• Seamless fallback to live support when needed

📦 Best for: Merchants who want a real-time, conversational product recommender that drives engagement and conversions

💰 Pricing: Free plan available; paid plans start at ~$29/month

🧠 AI review insights: Users consistently highlight how LiveChatAI cuts down repetitive support questions while increasing upsell opportunities. Many report higher session engagement, improved buyer satisfaction, and faster customer journeys thanks to instant, contextual recommendations.

2. Frequently Bought Together – Amazon-Style AI Bundling That Just Works

If your goal is to boost average order value (AOV) through effortless upselling, Frequently Bought Together remains one of the most trusted AI-powered Shopify product recommendation apps for the job.

Inspired by Amazon’s famous bundling system, this app uses intelligent algorithms to analyze purchase history and customer behavior, then displays optimized “frequently bought together” bundles directly on product pages.

🧠 AI functionality:

• Learns from real customer orders to suggest relevant add-ons
• Automatically updates bundles as customer behavior evolves
• Fully customizable, override suggestions or set static combos if preferred

⚙️ Notable features:

• Pre-styled widgets that blend into your theme
• Supports discount bundles to encourage multi-item purchases
• Zero-code setup with fast theme compatibility

💬 What reviews say:

With over 945 reviews and a 4.9★ rating, merchants consistently highlight how this app “just works” out of the box. Many report an instant boost in AOV within the first week of installation. The support team (often praised by name) is quick to help with custom styling or theme integration.

📦 Best for: Stores looking for a simple, high-converting upsell widget that runs on autopilot

💰 Pricing: Starts at $19.99/month

3. LimeSpot Personalizer – Enterprise-Level AI for Real-Time Personalization

LimeSpot is built for brands that want deep, dynamic personalization across multiple points of contact, not just product pages.

Using behavioral data, LimeSpot segments each visitor in real time and tailors product recommendations throughout the customer journey: homepage, collection pages, cart, emails, even SMS.

🧠 AI functionality:

• Tracks click patterns, purchase behavior, and session data
• Auto-generates multiple widget types: “You May Like,” “Trending,” “Recently Viewed,” etc.
• Supports dynamic A/B testing to optimize layouts and algorithms

⚙️ Notable features:

• Seamless integration with Shopify and major ESPs like Klaviyo
• Full widget customization and multi-language support
• Advanced analytics dashboard with conversion tracking

💬 What reviews say:
With 500+ reviews and a 4.7★ average, LimeSpot is praised for its depth and flexibility. Merchants love the robust segmentation and analytics, though some mention a learning curve for new users. The support team earns high marks for onboarding help and strategy suggestions.

📦 Best for: Medium to large brands that want behavior-driven, omnichannel personalization

💰 Pricing: Starts at $6.99/month.

4. Also Bought – Cross-Selling Based on Real Purchase Data

From the same team behind Frequently Bought Together, Also Bought offers AI-powered product suggestions with a focus on cross-selling, not bundles.

It analyzes store-wide transaction patterns to identify which products are frequently bought in the same cart, then suggests them contextually on product pages and in the cart.

🧠 AI functionality:

• Learns from your order history to match co-purchased items
• Continuously adapts based on new sales and shopper behavior
• Uses collaborative filtering (similar to Amazon’s recommendation engine)

⚙️ Notable features:

• Clean, customizable layout that adapts to your theme
• Fast-loading widgets with asynchronous scripts (won’t slow your site)
• Manual overrides for merchants who want full control

💬 What reviews say:
With ~330 reviews and a 4.9★ average, Also Bought is frequently described as “set it and forget it.” Many Shopify store owners report increased cart value and stronger product discovery. 

📦 Best for: Store owners who want data-backed product discovery and upselling without managing bundles

💰 Pricing: Flat rate around $19.99/month

5. Wiser – AI Upsell & Cross-Sell Widgets That Adapt in Real Time

Wiser offers a powerful suite of AI product recommendation tools, making it ideal for merchants who want to personalize every step of the buyer journey, from homepage to post-purchase.

It combines multiple recommendation types (frequently bought together, related products, trending items) with advanced upsell logic, and even offers interactive quizzes through its Wiser Quiz feature.

🧠 AI functionality:

• Learns from browsing and purchase behavior to show smarter suggestions
• Real-time recommendations across product, cart, thank-you, and post-purchase pages
• Optional product quiz for guided discovery

⚙️ Notable features:

• One dashboard for all widget types
• Omnichannel support: email & mobile included
• Performance analytics for every block
• Klaviyo and PageFly integrations
  
  

💬 What reviews say:
Wiser has hundreds of 5.0★ reviews, with consistent praise for the support team (often mentioned by name). Users appreciate the fast setup, layout flexibility, and noticeable conversion improvements. Some smaller stores noted pricing may scale with volume, but found it worth the ROI.

📦 Best for: Stores that want AI-powered upsells across multiple stages of the funnel

💰 Pricing: Free for dev stores; paid plans from ~$9/month

6. GLO Related Products – Simple, Rule-Based Control with Smart Targeting

GLO Related Products stands out for its balance between automation and merchant control. While it doesn’t rely on heavy behavioral AI, it offers a light-touch smart engine and gives store owners detailed rule-based customization.

This makes it ideal for Shopify merchants who want manual control over product suggestions, but still benefit from automation where it matters.

🧠 AI functionality:

• Smart display based on product type, tag, vendor, or collection
• Doesn’t offer real-time behavior learning, best for predictable patterns

⚙️ Notable features:

• Custom placement on product, collection, homepage, and cart
• Multiple layout templates with drag-and-drop controls
• Shortcode and app block integration
• Works well on custom themes

💬 What reviews say:
With 4.9★ from 270+ merchants, GLO is a popular pick for budget-conscious stores. Users mention how easy it is to configure, and praise the support team for fast issue resolution. Many store owners like that it offers a free plan without stripping away key features.

📦 Best for: Stores wanting manual product pairing and layout flexibility without AI overkill

💰 Pricing: Free plan available; premium starts at ~$9.90/month

7. RevenueHunt – Product Recommendation Quizzes That Convert

RevenueHunt takes a different approach: instead of passively showing recommendations, it engages customers with interactive quizzes that match them to the right products.

Great for stores with complex catalogs or customers who need a guided journey (think skincare, supplements, or fashion), this tool lets you build quizzes with logic-driven recommendations, and even captures email leads along the way.

🧠 AI functionality:

• Uses rule-based mapping + conditional logic to recommend based on answers
• Optional dynamic tags for Shopify product matching
• Some personalization based on response patterns (not fully autonomous AI)

⚙️ Notable features:

• Visual quiz builder with templates
• Email capture and lead segmentation
• Integrates with Klaviyo, Mailchimp, Attentive, and more
• Fully customizable design

💬 What reviews say:

RevenueHunt has a 4.9★ average from 300+ reviews. Users love how intuitive the quiz builder is, and how effective it is at converting unsure visitors. Common feedback includes praise for lead capture and increased session time. Some reviewers note that logic-heavy quizzes require thoughtful planning, but the support team is quick to assist.

📦 Best for: Brands with large catalogs or personalized product flows; like beauty, wellness, fashion, or gifting

💰 Pricing: Free tier available; paid plans from $39/month

8. Glood – Fast, Flexible AI Recommendations with Visual Control

Glood is a lesser-known gem that offers impressive flexibility for stores wanting control without sacrificing AI automation. 

With 12+ widget types, real-time behavior tracking, and fast performance, it’s built for stores that want design freedom + personalization in one package.

🧠 AI functionality:

• Learns from browsing behavior, cart actions, and purchase patterns
• Suggests products via “Inspired by Browsing,” “Recently Viewed,” “Best Sellers,” etc.
• Hybrid engine: Use auto-AI, custom rules, or both

⚙️ Notable features:

• Drag-and-drop visual editor for widget design
• Analytics dashboard for impressions, clicks, conversions
• Lightweight, async-loaded widgets (won’t slow site speed)
• API access for developers

💬 What reviews say:
With 4.9★ from 110+ users, Glood is praised for being lightning-fast and very customizable. Merchants like the generous free plan and ability to tweak layouts without code. Some mention a short learning curve due to the number of features, but support is quick to help.

📦 Best for: Shopify brands that want visual design control + scalable AI recs

💰 Pricing: Free for small stores; premium plans from $19.99/month

9. Dialogue – AI-Powered Personalization Meets A/B Testing

Dialogue takes a CRO-first approach to product recommendations. Rather than just displaying suggestions, it continuously tests which ones perform best, turning your store into a smart, self-optimizing system.

🧠 AI functionality:

• Real-time user segmentation and behavioral analysis
• Automatically runs A/B/n tests on recommendation formats
• Suggests “Top Picks,” “You Might Like,” “Trending,” and more

⚙️ Notable features:

• Conversion attribution dashboard
• Smart targeting: new vs. returning, discount shoppers, etc.
• Shopify, Klaviyo, and Gorgias integrations
• Fast onboarding + templates for different use cases

💬 What reviews say:
With a 5.0★ average (still early-stage), merchants say Dialogue feels like having a built-in CRO strategist. They love the automated optimization and clean UI. Reviewers highlight that results improved steadily over time, and the Dialogue team is highly proactive with support and strategy.

📦 Best for: Stores that want AI personalization + conversion testing in one

💰 Pricing: Free plan available; paid plans start from $19/month

10. Obviyo – Real-Time AI Recommendations Backed by Serious Data Science

Obviyo brings enterprise-level recommendation logic, inspired by Amazon’s own AI architecture, into a fast, Shopify-native app. It’s all about real-time personalization based on live customer behavior.

🧠 AI functionality:

• Reacts instantly to on-site actions (not just session history)
• Creates individual customer journeys with dynamic product blocks
• Built with e-commerce optimization frameworks baked in

⚙️ Notable features:

• “Smart Stories” layout options for homepage, cart, PDP, and more
• Conversion tracking + sales attribution
• Prebuilt templates for trending, popular, new, and personalized picks
• Designed for Shopify Plus, but works for all plans

💬 What reviews say:
Though newer, Obviyo already has glowing reviews for its “Amazon-level intelligence” and smart UX. Merchants note faster buying decisions and increased cart value. It’s particularly popular among data-driven stores or those looking for a hands-off yet sophisticated solution.

📦 Best for: Brands seeking real-time, predictive product recommendations backed by analytics

💰 Pricing: Free plan available; paid tiers start at ~$595/month

My Recommendation Strategy: What I’d Choose (and Why)

As a content marketer deeply involved in AI and Shopify integrations, here’s how I’d approach selecting the best Shopify product recommendation app based on different scenarios:

💬 If You Want Real-Time, Conversational Product Discovery

Use LiveChatAI.
It’s the only app that acts like a personal shopper in real time - answering questions, recommending products, checking stock, and even handing off to support. For stores focused on customer orientation, experience, engagement, and international reach, this is a no-brainer.

🛒 If You Want Fast Upsell Wins (Minimal Setup)

Go with Frequently Bought Together or Also Bought.
Both apps are plug-and-play and start boosting AOV within days. They’re especially effective for stores with products that naturally pair well (fashion, electronics, home goods, etc.).

🔬 If You’re Focused on Data-Driven Personalization

LimeSpot, Dialogue, or Obviyo are your best bets.
They offer deep behavioral targeting, real-time segmenting, and test-and-learn personalization. Go with LimeSpot for full omnichannel coverage, Dialogue if you're CRO-obsessed, or Obviyo if you want smart predictions with minimal effort.

🧭 If Your Catalog Needs Guided Selling

Try RevenueHunt Quiz.
It’s perfect for industries where customers need help deciding, skincare, fitness, gifting, supplements. Bonus: you grow your email list while helping people find what they need.

🛠️ If You Want Full Control (and a Budget-Friendly Option)

Choose GLO Related Products or Glood.
These are ideal for Shopify merchants who want to fine-tune layouts, rules, and placement, without relying entirely on AI. GLO is more rules-focused, and Glood offers hybrid AI with more design tools.

Final Thoughts: Which Shopify Product Recommendation App Should You Try First?

If there’s one thing I’ve learned working with product recommendation tools, it’s this:

The right app depends more on your store goals than on raw features.

Whether you want to automate upsells, guide shoppers through a quiz, or build a conversational AI assistant, today’s Shopify product recommendation apps offer powerful options, and most have free trials or plans, so you can test before you commit.

Here’s a quick recommendation:

• Start with LiveChatAI if you want to turn product discovery into a real-time conversation.
• Choose Frequently Bought Together for immediate AOV gains.
• Try RevenueHunt if you want quiz-style guidance and email capture.
• Go with LimeSpot or Obviyo if your store is scaling and needs personalization at scale.

No matter where you start, the important thing is to test, track, and iterate. Even the best AI tools need time (and traffic) to learn and deliver results.

FAQs About Shopify Product Recommendation Apps

 What is a Shopify product recommendation app?

A Shopify product recommendation app helps you suggest relevant products to customers , usually on your product pages, homepage, cart, or via chatbot/email. Modern apps use AI to personalize suggestions in real time based on customer behavior, order history, and preferences.

What are the benefits of using AI-powered recommendation apps?

AI apps are dynamic, they learn and adapt. Unlike manual rules, AI can:

• Show better product matches
• Increase upsells and cross-sells automatically
• Reduce bounce rates by helping customers find what they want faster
• Personalize experiences for returning visitors

Are these apps beginner-friendly?

Most of the apps listed (like LiveChatAI, Frequently Bought Together, GLO, Wiser) are designed to be no-code and beginner-friendly. Advanced tools like LimeSpot or Dialogue may take more time to set up, but their support teams often assist with onboarding.

Will these slow down my Shopify store?

All apps in this list are optimized for Shopify performance. Many (like Glood and Obviyo) use asynchronous scripts that load after your page content, so they don’t hurt speed.

Do these apps work with Shopify Plus?

Yes, all the apps listed are compatible with Shopify Plus. Some (like Obviyo, LimeSpot, and LiveChatAI) even offer advanced features built specifically for high-volume stores.