{
  "id": 14348921,
  "title": "A tiny local tool that clusters negative product reviews by root cause",
  "url": "https://urgent.news/2026/10/14/a-tiny-local-tool-that-clusters-negative-product-reviews-by-root-cause",
  "topic": "tech",
  "section": "Tech",
  "published": "2026-10-14T02:29:51.000Z",
  "source": {
    "name": "Dev.to",
    "slug": "dev-to",
    "url": "https://dev.to/fukedageda/a-tiny-local-tool-that-clusters-negative-product-reviews-by-root-cause-35og"
  },
  "original_language": "en",
  "account": null,
  "summary": "I built a small browser-only tool for shop owners drowning in 1–2★ reviews. 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). Free to try; paid plan is ¥29/mo (~$4) for batch import + custom keywords (WeChat pay +…",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 1,
    "also_reported_by": []
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}