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> For a complete documentation index, see https://docs.feedonomics.com/product/enrichment/llms.txt.
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# Data Enrichment

> Documentation for Feedonomics — the enterprise product feed management platform

## Docs

- [What is FDX Enrichment?](https://docs.feedonomics.com/product/enrichment/what-is-fdx-enrichment.md): What FDX Enrichment does, why catalog data quality drives ads, SEO, and AI answer engine visibility, what it's worth to each role, and where to start.
- [What enrichment does (and doesn't do)](https://docs.feedonomics.com/product/enrichment/scope.md): What enrichment generates — product copy, SEO, AEO, and channel fields — and what it deliberately does not do, including structured attributes and categorization.
- [Fields in an enrichment run](https://docs.feedonomics.com/product/enrichment/fields.md): Every field a single enrichment run can generate — branded copy, SEO and discovery metadata, AEO content, and per-channel marketing fields — with what each one is for.
- [Your first enrichment run](https://docs.feedonomics.com/product/enrichment/first-enrichment-run.md): A step-by-step walkthrough of your first enrichment run on a small batch, from prerequisites through reviewing and accepting results.
- [The enrichment run](https://docs.feedonomics.com/product/enrichment/run-flow.md): The stages of an enrichment run, choosing between product-level and variant-level enrichment, and where enriched output lands.
- [Generation configs](https://docs.feedonomics.com/product/enrichment/generation-configs.md): What a generation config contains, how it governs every run, and the rules configs follow including versioning and pinned output structure.
- [Enrichment strategy](https://docs.feedonomics.com/product/enrichment/strategy.md): How to tune enrichment using the two levers you control — brand voice and raw data — and how to match the level of context to your product assortment with coverage enrichments or depth enrichments.
- [Teaching enrichment your brand voice](https://docs.feedonomics.com/product/enrichment/brand-voice.md): What to include in your brand voice input — personality, tone, do's and don'ts, restricted claims, and vocabulary — and how it shapes generated copy.
- [Inputs and what happens to them](https://docs.feedonomics.com/product/enrichment/inputs.md): The four config setup inputs — purpose, brand voice, search keywords, and additional context — what each one steers and what gets retained.
- [What makes good source data](https://docs.feedonomics.com/product/enrichment/what-makes-good-source-data.md): What good source data looks like for enrichment, why enrichment never fabricates missing facts, and what to fix before your first run.
- [Understanding your quality scores](https://docs.feedonomics.com/product/enrichment/scorecard.md): How enrichment quality is scored on accuracy, consistency, and brand adherence, and how issue-based scoring makes every result explainable.
- [Reviewing and accepting results](https://docs.feedonomics.com/product/enrichment/reviewing-results.md): How to review enrichment results at scale — accept all, accept above threshold, or row by row — plus annotating results and a review strategy that scales.
- [Editing enriched content](https://docs.feedonomics.com/product/enrichment/editing-content.md): How to change enriched content using transformers, transformed data overrides, and the feed build process, since output is applied as a raw data override.
- [Re-running enrichments](https://docs.feedonomics.com/product/enrichment/re-running.md): How to use quality scores to target a second enrichment pass, what to change between runs, and how new products get enriched.
- [Where enriched fields go](https://docs.feedonomics.com/product/enrichment/field-mapping.md): Which fields enrichment generates for storefront, SEO, AEO, and each marketplace or ad channel, how Feedonomics channel best practices are applied when they are generated, and how the feed build determines what ships.
- [Enrichment, transformers, and exports](https://docs.feedonomics.com/product/enrichment/transformers-and-exports.md): How enrichment writes to its own new fields, why your first enrichment changes nothing downstream, how to map enriched fields into exports, and what subsequent enrichments update automatically.
- [Measuring impact in Analytics](https://docs.feedonomics.com/product/enrichment/reports.md): How to measure enrichment impact in FDX Analytics — the required UTM and custom-label tagging, choosing a comparison method, and which report answers which question.
- [Proving enrichment works](https://docs.feedonomics.com/product/enrichment/measuring-impact.md): How enrichment shows value across paid channels, AI answer engines, and on-site AEO and SEO — what to measure on each surface, and how to build a before-and-after comparison that holds up.
- [A/B testing enriched content](https://docs.feedonomics.com/product/enrichment/ab-testing.md): How to run a controlled split test of enriched content on your feed, including group splitting, custom labels, and the caveats that protect your results.
- [Usage, billing, and limits](https://docs.feedonomics.com/product/enrichment/usage-and-billing.md): How enrichment usage is counted, why product versus variant level changes your count, how the hard cap works, and how to increase your allotment.
- [FAQ](https://docs.feedonomics.com/product/enrichment/faq.md): Common questions about FDX Enrichment answered by role — marketing, data, paid media, and analytics — plus billing and usage.