Free Product Data tool

Product Feed Normalizer

Normalize common product-feed column aliases into a consistent JSONL representation for further inspection.

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Inputs are processed for this request only; pasted/local tools are not saved by Agenticommerce.

How to use this tool

Paste a CSV using fields such as id, link and image_link to normalize common aliases.

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 never invents missing merchant or product values; fields without safe mappings remain unchanged.