Which units can it convert?

It handles common weights (kg/lb), lengths (cm/in), volumes (L/gal), temperatures (C/F), and similar values, and flags each conversion.

Can I see what changed?

Yes — every correction is returned with the field, the original value, the normalised value, and the rule applied.

AI Writing

Data Normalization

PRO5 credits / use

Normalize text, numbers, units, and value maps across your product data.

Pay-as-you-go: 5 credits per download — or subscribe to Pro for unlimited use

Raw data to normalize

Cleans text casing, standardizes units, fixes number formats, and maps inconsistent values.

Normalization focus

Clean inconsistent product data before publishing: standardise text casing, fix number formats, convert units, and map messy values to controlled lists. The output is a before/after audit of every change made.

How it works

Paste your messy rows or CSV text.
Pick a focus: text, numbers and units, value mapping, or all.
Review the audit of original vs. normalised values, then export the clean data.

Frequently asked questions

Which units can it convert?: It handles common weights (kg/lb), lengths (cm/in), volumes (L/gal), temperatures (C/F), and similar values, and flags each conversion.
Can I see what changed?: Yes — every correction is returned with the field, the original value, the normalised value, and the rule applied.