Guide

MCC is a hint. Merchant enrichment is display quality.

MCC can help category fallback, but it does not clean merchant names, processor wrappers, websites, logos, or recurrence hints by itself.

MCC helps withMerchant enrichment adds
Broad category hintsDisplay name, website, logo variants, aliases, processor cleanup
Fallback behaviorConfidence scores, warnings, and reviewed merchant records