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How to turn messy e-commerce reviews into a ranked defect table (no paid API)

This story is from 2026-09-28. It is preserved in the archive; the latest stories are on the live feed.

I kept watching merchants burn hours copy-pasting reviews from Amazon and TikTok Shop into spreadsheets, trying to figure out why a competitor's product page converts better than theirs. The reviews are right there, in public. The bottleneck is never access — it's structure. This is a walkthrough o…

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  1. 2026-09-28 19:58 · DEV Community — AI
    How to turn messy e-commerce reviews into a ranked defect table (no paid API)

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