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Merchant guide

Measure value and coverage

Understand direct attribution, placement performance, catalog gaps, and the weekly outcome report.

EXPECTED OUTCOMEA conservative view of what Recommend influenced and the next operational action.
A recommendation block moving from the theme editor to a verified live storefront
A conservative view of what Recommend influenced and the next operational action.
01

Read value conservatively

Direct attributed revenue is compared with the monthly subscription to show attributed return and net attributed value. Assisted revenue is shown separately and is not added to direct revenue, avoiding double counting.

02

Review the journey

Track recommendation views, click-through rate, influenced orders, click-to-order conversion, and revenue by storefront placement, recommended product, collection, and campaign. Attribution depends on a recorded recommendation interaction and resulting order data.

03

Find coverage gaps

Coverage diagnostics identify products without eligible recommendations, placements without traffic, viewed recommendations without clicks, and clicks without orders so the next review is specific.

04

Enable the weekly report

Paid merchants can send a store-specific weekly summary to a business email. It includes direct and influenced revenue, experiment status, and one recommended action.

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