How Shopify catalogs can become AI recommendation inventory

Why Shopify merchants should activate collections

A store already has products, variants, prices, inventory, and collection structure. Rebuilding that as one campaign per product creates busywork and stale claims.

Collection approval is the control: only the collections you mark become recommendation inventory.

What sync is for

Sync exists so source facts stay attached to the product: variant IDs, images, price, stock, and product URLs. Knobase does not claim official Shopify partnership, live checkout, or conversion attribution.

When a campaign is still useful

Use a campaign for a seasonal discount or a launch window. The rest of the catalog can stay as default recommendation inventory.