Shopify · AI recommendations & upsell

RecoBoost

No more A/B testing. Boost AOV with AI-driven product recommendations.

A complete upsell stack, in one app

AI auto-optimize

Stop running A/B tests—let the AI pick the winner

A Thompson-sampling bandit routes traffic across 10 recommendation strategies and keeps shifting toward whatever is converting right now.

  • 10 strategies in one engine: rankings, browsing history, collaborative filters, AI similarity, cart recovery, and more
  • Continuous learning per placement and traffic mix—no fixed test windows
  • Adapts as the catalog and seasons shift
RecoBoost AI auto-optimization with analytics summary and trend chart.

Analytics dashboard

See every placement and logic in one view

Funnel-level metrics for every page placement, broken down by recommendation logic—so you can confirm what is working and prune what is not.

  • Views, clicks, CTR, conversions, CVR, revenue per placement and per logic
  • Tab between Overall / Home / Product / Cart / Blog / Page / Thank-you
  • Top products surfaced for merchandising follow-up
Performance by placement and per-logic breakdown across pages.

Built into the theme

Live in two steps, on-brand from day one

RecoBoost ships as a Theme App Extension. Drop the block in the theme editor and recommendations render inside your storefront—no theme.liquid edits, no off-brand widgets.

  • Install from the App Store, add the block, done
  • Sensible default strategy out of the box
  • Removable in one click—no theme code to clean up
Recommendations rendered natively inside a Shopify storefront on mobile.

Powering the upsell layer

Seamless Recommendations from First Click to Post-Purchase Email.

One configuration, eleven touchpoints. Recommendations follow the shopper from your storefront into the inbox, and feed Shopify Flow when conversions happen.

  • Home
  • Product
  • Cart
  • Checkout
  • Thank-you
  • Email
  • Shopify Flow

Plus collection, search, blog, article, and page placements. Eleven touchpoints, one engine.

Why merchants pick RecoBoost

Live in two steps

Install from the Shopify App Store, drop the RecoBoost block in the theme editor, done. 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

Our AI analyzes real-time data to serve the best-performing logic, ensuring maximum conversion without manual effort.

10 strategies × 11 touchpoints

From the storefront home through checkout, the thank-you page, and even your marketing emails—one app covers it all.

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 an MCP integration for AI tools like Claude and Cursor.

Beyond the storefront

Recommendations that travel with the shopper

RecoBoost is not just a widget. It powers your marketing email sends and your post-conversion automations.

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 every plan

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

Ten recommendation strategies, ready to deploy

Mix the ones that fit each placement, or let auto-optimize do it for you.

  • AI Auto-optimize

    Learns each logic’s click-through rate in real time with Thompson Sampling and routes traffic to the winner.

  • Trending

    Top products by view count—what shoppers are looking at right now. Works even with little behavioral data.

  • Bestsellers

    Top products by purchase count. Doubles as social proof to lift conversion.

  • Recently viewed

    Each visitor’s own browsing history—great for return prompts. Requires RecoBoost enabled under App embeds.

  • Cart recovery

    Resurfaces items the shopper added to cart but has not bought yet, helping you recover lost sessions.

  • Cart cross-sell

    Uses every item already in the cart as input to suggest add-ons that have not been added yet.

  • Customers also viewed

    Collaborative filter on browsing data: products that other shoppers who viewed the same item also looked at.

  • Frequently bought together

    Collaborative filter on add-to-cart data. Especially effective for cross-selling accessories and refills.

  • Customers also bought

    Collaborative filter on purchase data—the most reliable of the three collaborative-filter logics.

  • AI similar items

    OpenAI Embeddings analyze titles and descriptions to recommend similar items, even for brand-new SKUs.

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.

  • VercelVercel
  • Next.jsNext.js
  • TypeScriptTypeScript
  • Tailwind CSSTailwind CSS
  • SupabaseSupabase
  • SanitySanity
  • OpenAIOpenAI
  • ResendResend
  • SentrySentry
  • ShopifyShopify
  • KlaviyoKKlaviyo
  • MailchimpMailchimp
  • OmnisendOOmnisend

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

A flat monthly plan. No usage fees, ever.

Every plan unlocks all 10 recommendation strategies, every placement, email recommendations, and Shopify Flow. The only thing that scales is your catalog size.

No usage-based fees

Starter

For shops just getting started.

$9.99/month
  • Up to 100 products
  • Unlimited widget placements
  • All 10 recommendation strategies
  • Email recommendations
  • Shopify Flow triggers
  • 30-day free trial
Most popular

Standard

For growing catalogs.

$29/month
  • Up to 1,000 products
  • Unlimited widget placements
  • All 10 recommendation strategies
  • Email recommendations
  • Shopify Flow triggers
  • 30-day free trial

Pro

For high-volume merchants.

$79/month
  • Up to 10,000 products
  • Unlimited widget placements
  • All 10 recommendation strategies
  • Email recommendations
  • Shopify Flow triggers
  • 30-day free trial

30-day free trial on every plan.

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.

See plan details on the App Store →

Hand your Shopify upsell over to AI

Install from the App Store, connect your store, and let RecoBoost route every placement to the strategy that is converting right now.