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Preview-as-you-Go™ - Live Recommendation Preview for Shopify

Preview RecoMelon recommendations before launch so teams can validate visual matches, category fit, and PDP experience.

A closer look

Built for better discovery.

Preview-as-you-Go™ gives merchandising, brand, and ecommerce teams a controlled way to review recommendation quality before launch. Inspect visual matches, check category fit, and validate PDP flow before recommendations reach shoppers.

Validate recommendation quality before shoppers see it

AI recommendations should be inspectable. Preview-as-you-Go™ gives merchandising, brand and ecommerce teams a controlled environment for reviewing how RecoMelon interprets the catalogue before an experience reaches production.

See the output, not just the configuration

Teams can inspect visual matches, assess category relevance and understand how recommendation logic behaves around real products. This makes it easier to identify edge cases and build confidence before launch.

Reduce launch risk

Rather than treating implementation as a switch from off to live, teams can review discovery iteratively, creating a practical path from catalogue ingestion to merchandising approval and storefront deployment.

Keep exploring

Discover more features.

Make it your own

See it on your store.

Explore how RecoMelon fits your catalogue, your brand and the way your customers shop.

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