Free Product Data tool

Product Category Normalizer

Normalize free-form product category labels into consistent slugs and broad category families.

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Inputs are processed for this request only and are not saved by Agenticommerce.

How to use this tool

Paste category labels, one per line.

What the result means

Detected/Pass means the relevant evidence or structural condition was found. Review indicates an incomplete or ambiguous condition. Missing/Fail means a required or strongly expected condition was not found in the supplied input. Information items are contextual and are not included in readiness scoring.

Limitations

Normalization is syntactic and rule-based; it does not guarantee alignment with marketplace category IDs.