What AI enrichment does

AI enrichment uses Claude to improve your product data at scale — rewriting thin descriptions, filling missing attributes and generating channel-specific copy. It's included on every plan and billed from pay-as-you-go credits.

What it's for

Most catalogues have gaps: descriptions that are one line or missing, no material or colour attribute, copy that reads fine on your site but poorly on an AI channel. Enrichment closes those gaps automatically across thousands of products.

How credits work

AI enrichment runs on credits you top up as needed. Crucially, results are cached — once a product is enriched, it isn't re-charged on the next run unless it actually changes. So a big catalogue costs to enrich once, then only the deltas after that.

Included on every plan

AI is available even on the Free plan; you only pay for the credits you use. See managing credits for how to top up and track usage.

It's still under your control

Enrichment produces feed output, not store changes. You can review results, and because it's rule-driven you decide which products and fields it touches.