The latest articles on DEV Community by fukedageda (@fukedageda). https://dev.to/fukedageda https://media2.dev.to/dynamic/image/width=90,height=90,fit=cover,gravity=auto,format=auto/https:%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Fuser%2Fprofile_image%2F4183423%2Fd7c4cf0d-e17f-4000-a67c-7325060466b2.png https://dev.to/fukedageda en fukedageda Wed, 14 Oct 2026 02:29:51 +0000 https://dev.to/fukedageda/a-tiny-local-tool-that-clusters-negative-product-reviews-by-root-cause-35og https://dev.to/fukedageda/a-tiny-local-tool-that-clusters-negative-product-reviews-by-root-cause-35og <p>I built a small browser-only tool for shop owners drowning in 1–2★ reviews.</p> <p>Paste reviews → keyword clusters into shipping / quality / description mismatch / service / packaging / value-for-money → shows share + example sentences. You can hand-edit tags; CSV export. Data stays in the browser (no upload).</p> <p>Free to try; paid plan is ¥29/mo (~$4) for batch import + custom keywords (WeChat pay + redeem code).</p> <p><a href="https://chaping-guiyin.vercel.app/" rel="noopener noreferrer">https://chaping-guiyin.vercel.app/</a></p> <p>Built for Chinese ecommerce sellers first; curious if the clustering approach is useful for Amazon/Shopify folks too. Feedback welcome — especially missing dimensions.</p> webdev showdev saas ecommerce