// readme

TopicEye

AI-powered content discovery and topic radar for creators.

English | Simplified Chinese


TopicEye continuously crawls 25+ sources (RSS, Reddit, YouTube, podcasts, newsletters, trending boards), scores every item through a transparent 6-dimension engine, and surfaces the topics worth writing about today. It is built for content creators who are overwhelmed by noise and need curation with taste — not another feed reader.

Why TopicEye

  • Transparent scoring engine, not a black box. Every selected item ships with a full breakdown: base score (information density / actionability / creator value / viral potential / source authority / freshness), quality gates, time decay, diversity penalty, and feedback signal. See the algorithm page in the app.
  • Feedback closes the loop. Your 👍 / 👎 doesn’t just get saved — it is weighted at 15% and feeds back into ranking. The engine gets sharper the more you use it.
  • Multi-source intelligence. 25+ crawl…