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Got asked to help a friend clean up their shop’s customer list bigger mess than expected
Posted: 11 Svibanj 2026 09:05 PR.P  
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Joined  2026-05-05

A friend runs a small online shop and asked me to help “tidy up” their customer database before they migrate to a new platform. I thought it’d be a couple of hours of work — turns out they have the same customer listed 5–8 times with different spellings, phone numbers in three formats, and some email fields have actual spaces inside them. Started reading around for ideas and ended up on a data quality consulting services page that nailed the exact issues we’re hitting. Has anyone here ever salvaged a list like this without rebuilding from scratch? Also — how do you stop people from re-creating the same mess in the new system after the cleanup?

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