Storefront
Show recommendations on product pages, cart, and thank-you pages
Place AI-powered product recommendation blocks across the Shopify buying journey—without editing theme code.
- Product page
- Cart
- Thank-you + email
Shopify · AI recommendations & upsell
RecoBoost
Maximize your Shopify store's Average Order Value (AOV) through highly precise, AI-powered product recommendations and upsells.
Covering everything from product pages and carts to thank-you pages and emails. Zero code editing required, no usage-based fees, and featuring 11 optimization logics ready to launch.
apps.shopify.com/recoboost
Powerful Upsell & Cross-Sell Features to Optimize Your Entire Store Experience
Product page
Surface related products on the product page
Show related and AI-similar items next to the product shoppers are viewing to keep them browsing.
- Related products
- AI similar items
- Recently viewed
Cart upsell
Suggest one more item when the cart opens
Cart cross-sell and a free-shipping bar on the /cart page—and on supported theme cart drawers (Dawn, Sense, Craft, and similar Online Store 2.0 free themes) with the app embed on. Not a Smart Cart replacement.
- Cart page + drawer (supported themes)
- Cart cross-sell
- One-tap add to cart
Complete the Look
Bundle items shoppers want to use together
Complete the Look pairs co-purchase data with AI similarity for outfit and set-style merchandising.
- Complete the Look
- Frequently bought together
- Set-style merchandising
Recommendation logic
Choose from eleven recommendation strategies
Trending, browsing history, frequently bought together, AI similar items, and more.
- AI auto-optimize
- Rankings
- AI similar items
No code setup
Add a block in the theme editor—that is it
Place recommendation widgets on product pages and cart without touching theme code.
- Theme block
- No code edits
- Live in minutes
Analytics
Improve while watching views and clicks
See how each placement and logic performs, then iterate on what is working.
- By placement
- By logic
- Actionable insights
Also built in
Bundle discounts and a cart free-shipping bar
These features are not shown in the screenshots above, but they ship in the same app when you need to lift AOV further.
Bundle discount · Core+
Buy together & save—auto-applied at checkout
Show a bundle CTA on the product page. When both items are in cart, Shopify Functions applies the discount—no coupon code.
- Core plan and above
- Shopify Functions automatic discount
- One-tap add both items to cart
Free-shipping bar
Show how close shoppers are to free delivery
Cart upsell mode can display a free-shipping progress bar on the cart page and in supported drawers. Set the threshold in admin—choose from five banner styles (Minimal, Standard, Playful, Mono, Soft).
- Threshold set in admin (not synced from shipping profiles)
- Works with cart cross-sell on page and supported drawers
- Nudge before checkout
Powering the upsell layer
Automate Personalized Offers Tailored to Customer Behavior
Deploy bundle discounts, free shipping bars, and AI automated recommendations across your entire sales funnel. Guide customers to higher-value conversions seamlessly, driven by data-backed AI without the hassle of manual configuration.
- Home
- Product
- Cart
- Checkout
- Thank-you
- Email
- Shopify Flow
Plus collection, search, blog, article, and page placements. Cart covers the /cart page and Dawn-style drawers on Online Store 2.0 free themes (e.g. Dawn, Sense, Craft). Eleven touchpoints, one engine.
Why merchants choose RecoBoost to grow revenue and AOV
Live in two steps
Install from the Shopify App Store, open RecoBoost Home, done. Widgets land on product, home, and cart on supported themes—including Horizon. Defaults already make sense.
Stays out of your theme
Ships as a Theme App Extension. No theme.liquid edits, no off-brand widgets, removable in one click.
AI picks the winning strategy
Thompson Sampling routes shoppers to the recommendation logic that converts best—no manual A/B tests required.
11 strategies × 11 touchpoints
From the storefront home through checkout, the thank-you page, and email—one engine, eleven touchpoints.
Predictable Pricing, Zero Commissions
No hidden fees. Scale your sales without worrying about extra costs per click or order.
Built to extend
Shopify Flow triggers, dynamic email recommendations, and MCP for AI tools like Cursor, Claude, and Codex.
Omnichannel Capabilities
Beyond Widgets: Mail, Flows, and AI Chat
RecoBoost's AI isn't limited to your storefront. It seamlessly integrates with emails, automated workflows, and your favorite AI development tools, letting you manage and power smart recommendations from anywhere.
Email recommendations
One <img> tag, dynamic recommendations
Drop a single image tag into Klaviyo, Mailchimp, Omnisend, Shopify Email, or any ESP template. Each open renders fresh recommendations server-side—no SDK, no provider lock-in.
- Personalized strategies via the recipient email merge tag
- Configurable rows × columns and logic per template
- Available on Starter or higher
Shopify Flow triggers
Turn conversions into automations
Three first-party Flow triggers fire when shoppers click, add to cart, or convert via a RecoBoost recommendation. Tag customers, notify Slack, kick off rewards.
- Click / add-to-cart / converted triggers, all attributed
- Each event carries the source product, logic, and config
- Combine with any Flow action—no extra app required
MCP Integration
Control RecoBoost directly from your AI Chat
With Model Context Protocol (MCP) support, you can now check status or update recommendations inside Cursor, Claude, and more. Manage widgets and review performance via text without switching tabs, streamlining your daily operations.
- Interact via Cursor, Claude, and Codex
- Place widgets, update headings, sizes, layout & logic
- Available on all plans with quick setup
11 AI and Data-Driven Logics to Capture Every Sales Opportunity
From browsing history and similar products to "frequently bought together" and AI automated optimization—flexibly combine the perfect recommendation algorithms tailored to your store's context and user intent.
Built for the Shopify stack
Lives where you already work
RecoBoost installs as a standard Shopify app, surfaces in the storefront via Theme App Extension, and configures from a Polaris-styled admin you already know.
Theme App Extension
Drop blocks into theme sections. No theme.liquid edits.
Polaris admin
Settings, performance, and merchandising in one familiar UI.
Latest Shopify Admin GraphQL
Built against the current stable API version.
Verified webhooks
Authenticated subscriptions, including app uninstall cleanup.
- Vercel
- Next.js
- TypeScript
- Tailwind CSS
- Supabase
- Sanity
- OpenAI
- Resend
- Sentry
- Shopify
- Klaviyo
- Mailchimp
- Omnisend
Under the hood
Modern infrastructure, transparent to merchants
You should not have to care about the stack—but if you do, here is what is doing the work.
- Supabase + pgvector
Catalog, sessions, and vector storage for AI similarity.
- Upstash Redis
Hot recommendations cached close to your storefront.
- OpenAI Embeddings
Title and description vectors for similar-item search.
- Thompson Sampling
Bayesian routing that balances exploration and exploitation.
- Vercel + Next.js
Serverless rendering for the admin and recommendation API.
- Sentry
Always-on error and performance monitoring across the stack.
Simple pricing
Four monthly tiers. No usage fees, ever.
Four tiers—from Free through Pro. All strategies and Shopify Flow ship on every plan; email recommendations start on Starter, bundle discounts on Core. The main dial is catalog size.
No usage-based fees
Free
Try setup on a small catalog.
$0/month
- Up to 250 products
- Unlimited widget placements
- Up to 11 unique logic types at once (covers every strategy)
- Shopify Flow triggers
- Free—no Shopify app subscription charge
Starter
For shops scaling past the first SKU set.
$9.90/month
- Up to 2,000 products
- Unlimited widget placements
- Up to 11 unique logic types at once (covers every strategy)
- Email recommendations
- Shopify Flow triggers
- 30-day free trial
Core
For growing catalogs.
$29/month
- Up to 10,000 products
- Unlimited widget placements
- Up to 11 unique logic types at once (covers every strategy)
- Email recommendations
- Bundle discounts (Shopify Functions)
- Shopify Flow triggers
- 30-day free trial
Pro
For high-volume catalogs.
$49/month
- Unlimited products
- Unlimited widget placements
- Up to 11 unique logic types at once (covers every strategy)
- Email recommendations
- Bundle discounts (Shopify Functions)
- Shopify Flow triggers
- 30-day free trial
Paid tiers include a 30-day free trial. Free stays at $0—no Shopify app subscription.
Pay annually for the price of 10 months (save ~17%).
Billing handled by Shopify. Cancel anytime—you keep access until the end of your trial or billing period. Merchants on grandfathered legacy tiers keep their existing caps and billing.
What's new
Recent updates
Highlights from the latest RecoBoost releases.
- Improvement
More reliable recommendations and tracking
Product, cart, and cart-drawer recommendations now share the same fetch and tracking path. Setup right after install is also more dependable. Your settings and workflow are unchanged.
- Improvement
Auto-placement on install for Online Store 2.0 themes
On Online Store 2.0 themes, recommendation widgets are now placed automatically at install.
- Fix
Fixed recommendations and analytics failing for some shops
For some newly installed shops, store registration could fail, so storefront recommendations and metrics such as impressions did not work correctly. This is fixed. Affected shops should recover automatically.
- New
Recommendations in the cart drawer
On supported themes (such as Dawn), turn on “Also show in the cart drawer” with the app embed enabled—recommendations appear in the slide-out cart without theme code edits. Toggle it anytime in Cart settings.
- Improvement
Easier to compare and pick a plan
On the pricing page, Free vs paid plans are clearer at a glance. You can also switch monthly or yearly billing right away.
No code required. Try Free or start a 30-day trial.
No usage-based pricing. Free covers up to 250 products; Starter and above fit live catalogs. Add a theme block and go live.