Completeness score: definition and role in PIM

In PIM practice, the completeness score is calculated against a list of required attributes per product family and channel. A product can be 100 percent complete for the webshop and 70 percent complete for a marketplace that requires more fields. Many PIM systems use completeness thresholds to block publication.

Illustrative example: a fashion brand requires 18 attributes for its webshop and 25 for a marketplace. A jacket with 18 of 25 marketplace fields filled shows 72 percent marketplace completeness. It stays out of the marketplace export until the gap is closed.

In a selection, completeness is the metric buyers ask for first, and it misleads when used alone. A field filled with a wrong value counts as complete. Buyers should test completeness per channel and per locale, and pair it with accuracy sampling and validation rules in their quality requirements.