Custom labels are most useful when they expose business context that does not otherwise exist in the advertising feed.
Start with a decision the media team needs to make
Useful labels might represent margin band, season, bestseller status, clearance, price band or inventory risk. Avoid creating labels without a clear campaign or reporting use case.
Join commercial data first
Margin or stock-cover data may live outside the ecommerce platform. Feednetic can join that supplemental source before the custom-label rule runs.
Keep the logic readable
Rules should be explicit enough that another person can understand why a product received the label. Avoid opaque manual edits.
Use stable naming
Choose label values that remain consistent over time so campaign structure and reporting are not broken by cosmetic naming changes.
Recalculate on refresh
If the label depends on live margin, inventory or performance data, refresh it on the same cadence as the relevant source rather than treating it as a permanent product attribute.
Feednetic is designed to turn repeatable findings from this kind of audit into mappings, rules, enrichment workflows and validation checks rather than one-off spreadsheet fixes.