Enrichment status
Every product tracks an enrichment status that tells you where it is in the process — for example, whether it’s still queued, in progress, finished, or ran into a problem. Use it to spot products that haven’t been enriched yet or need attention.Completeness score
Alongside the status, each product carries a completeness score — a single number that reflects how much of the product’s data is filled in. A higher score means a more complete record; a low score points to a product still missing descriptions, attributes, or other fields. Use it to prioritize which products to review or re-enrich first.The score reflects completeness, not correctness. A high score means the fields
are populated — always spot-check the values themselves.
What “enriched” looks like
A well-enriched product has its descriptive content written, its attributes standardized to your catalog’s values, and identifiers or brand data filled in from the sources enrichment consulted. Because enrichment adds a new version rather than overwriting, the enriched result sits alongside the version you started with — the latest or production-labeled version usually holds the richest data. See Versioning for which version to read.Re-running enrichment
You can run enrichment again on a product — for example after the brand updates its site, or after new data lands in the lakehouse. Each run adds another version with the freshest merged result, so re-running is safe and never destroys earlier versions.Your values are protected
Enrichment merges sources by priority — brand site > lakehouse > your input > AI-generated — and the values you entered outrank AI-generated content. That means re-running enrichment won’t quietly overwrite your input with a machine-generated guess: your data is preserved, and enrichment fills the gaps around it.Because enrichment adds a new version rather than editing in place, the version
you started with — including the values you entered — always remains available.
See Versioning.
How enrichment works
The steps enrichment runs and how sources merge by priority.
Versioning
Why enrichment adds versions and which one holds the richest data.