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.
Source: [Dev.to](https://dev.to/ancucorp/how-to-turn-messy-e-commerce-reviews-into-a-ranked-defect-table-no-paid-api-2emc)