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Rebuy

Announced

AI-powered personalization and recommendations platform for Shopify, building UCP integration to surface relevant upsells during agent checkout sessions.

Rebuy has announced plans to support UCP as a participant. No public endpoint is available yet.

Rebuy is a personalization platform for Shopify merchants, providing AI-driven product recommendations, upsells, and cross-sells throughout the shopping journey. Rebuy is building a UCP integration to expose recommendation data through the catalog capability, enabling AI shopping agents to query personalized product suggestions during checkout.

For agents, recommendation context is useful at multiple points: suggesting add-ons based on what is in the cart, flagging frequently bought together items, and surfacing loyalty-tier-specific offers. Rather than building a separate recommendation layer, agents can query Rebuy's existing models through UCP.

Rebuy's integration is merchant-side: individual merchants using Rebuy enable the UCP extension, which adds a recommendations sub-capability to their UCP manifest. Agents that support this capability can query it; agents that do not will simply ignore the extra endpoint.

Why This Matters for UCP

Rebuy exposes AI-powered product recommendations through UCP catalog queries, enabling shopping agents to surface relevant upsells and cross-sells during checkout sessions.

UCP Capabilities

checkout

UCP Endpoint

Announced — Endpoint not yet publicly available

Integration Example

// Rebuy UCP recommendations query (announced)
// Agents query personalized recommendations during checkout
const recommendations = await ucpClient.catalog.query({
  merchant_id: 'merch_123',
  capability: 'recommendations',
  params: {
    cart_items: currentCart.items,
    shopper_id: identityToken.shopper_id,
    context: 'cart'   // 'cart', 'product', 'post_purchase'
  }
});

// Add relevant recommendations to agent context
if (recommendations.items.length > 0) {
  agent.context.addRecommendations(recommendations.items);
}

UCP Status

Announced

Tags

personalizationrecommendationsupsellshopifyaimerchant-tools

Pricing

paid

Added 2026-04-13
Documentation

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Reviews

★★★★★4.7 (3 reviews)

These are illustrative examples to show what reviews will look like. Submit your own experience below.

RK

R. Kapoor

Platform Engineer · Jan 15, 2026

★★★★★

Integrated in an afternoon. Solid implementation with no unexpected edge cases in production.

JS

J. Santos

Senior Engineer · Feb 28, 2026

★★★★★

Integration was straightforward. The UCP endpoint discovery works as documented and checkout completes in under 2 seconds.

ML

M. Lee

Backend Developer · Mar 3, 2026

★★★★

Works well for our use case. The documentation is accurate and the implementation matches what the spec describes.

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