Each account card now carries a relevance chip with a one-line reason, and you can filter a collection down to what actually matches your objective instead of scrolling past adjacent niches.
Posts are de-duplicated across runs, thumbnails are backfilled server-side when TikTok drops them, and two collections that chased the same niche can be merged.