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Effortless personalization for Shopify stores

Turn Shopify product data and shopper behavior into personalized search, listings, and recommendations that help them find the right products faster. 

Personalized search and recommendations for Shopify stores

Connect Shopify with Relewise and turn your product data, customer behavior, and storefront interactions into more relevant buying experiences.

Use the Relewise Shopify app to bring personalized search, product listings, and recommendations into your Shopify store without starting from scratch.

The app connects your Shopify store to a Relewise dataset, imports product data, tracks shopper behavior, and keeps your catalog updated with product syncs and webhook-based updates.  

Built for Shopify. Powered by Relewise.

Product changes, collections, variants, selected metafields, pages, blogs, and shopper context can all become part of the personalization layer.

That means Relewise can help shoppers find the right products faster, discover relevant alternatives, and see recommendations that match what they are actually doing, including relevant Shopify pages and blog articles.

The app is built on Shopify’s latest app framework and fits into the Shopify setup your team already works with. It identifies shoppers through Shopify’s Customer Privacy API by default, can capture newsletter user IDs, and supports optional Customer ID tracking when your setup needs it.

What you can do with the integration

Search

Power personalized product search with predictive search terms and relevant results

Add a search overlay and search result blocks directly through Shopify's theme editor

Recommendations

Add product recommendations to storefront pages, customer accounts, and Shopify checkout

Show content recommendations based on product and content behavior

Data and tracking

Sync Shopify products, collections, variants, and selected metafields into Relewise

Track product views, collection views, cart activity, content views, and newsletter clicks

Use consent-aware personalization through Shopify’s Customer Privacy API

Extend the standard setup with custom storefront experiences when needed

Here's what those recommendations can look like in practice

Relewise recommendations use product data and behavioral signals to suggest products that fit the current context.

 

Common recommendation types include 👇

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Purchased with Product

Show complementary products on product detail pages or in checkout.

Popular Products

Highlight products that are performing well across the store. 

Products Viewed After Viewing Product

Suggest relevant alternatives based on browsing behavior. 

Recently Viewed Products

Help shoppers return to products they have already shown interest in.

Personal Products

Show recommendations tailored to the individual shopper when consent and identity are available. 

Built for merchants. Practical for partners.

For merchants, the Shopify app makes it easier to launch personalized search and recommendations.

For partners, the app gives teams a practical base they can extend when a store needs more control over styling, layout, data, or custom storefront behavior.

Got more questions?

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