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## Feedonomics Enrichment documentation updates

The enrichment guides now state setup requirements up front, explain how self-managed accounts get enriched fields into their exports, and use the Feedonomics Enrichment product name throughout.

* **US English output** — enriched content is generated in US English only, with US spelling, grammar, and conventions. Noted on the scope page, in the FAQ, and in the brand voice guidance.
* **Product images required** — every product you enrich needs at least one product image in its source data. Leave products without images out of your batches.
* **First enrichment run** — the checklist now includes setting a primary ID (key) on your database and having product images in place. The guide gives step-by-step directions to the Enrichment tab (Data > Raw Data > Enrichment), explains how uploading your brand guidelines improves results, and adds getting fields mapped as a next step.
* **Mapping enriched fields to exports** — on Feedonomics Enrichment (self-managed), you get enriched fields mapped by submitting a FeedSupport ticket, and the guide lists what to include. On Feedonomics Managed Enrichment, the Feedonomics team handles mapping.
* **Reviewing re-runs** — new guidance to review every field a new run produces before you accept it. A re-run regenerates fields that are already mapped to an export, and accepting it updates those exports on the next build.
* **Using enriched fields with transformers** — enriched fields can be mapped as is or transformed first. The guide also explains why an existing optimized field like `title_opt` shouldn't be repointed at an enriched field.
* **Editing enriched content** — the "which tool for which job" guidance is easier to scan, and you can ask the Feedonomics team to set up transformers through FeedSupport.
* **Measuring impact** — AI-assistant and referral traffic and on-site behavior are now marked as available for BigCommerce stores only. Paid media measurement is available to all customers.
* **Product naming** — the docs now say Feedonomics Enrichment and Feedonomics Analytics instead of FDX Enrichment and FDX Analytics.

For details, see [Enrichment, transformers, and exports](/product/enrichment/transformers-and-exports) and [Your first enrichment run](/product/enrichment/first-enrichment-run).