JobZap – Chrome extension for filtering LinkedIn job search
Filters LinkedIn noise with floating pills, competing with Clean LinkedIn directly.

One toggle that actually works on infinite scroll is the kind of pragmatic UX win you notice immediately. The extension does on-device classification (brand names, hashtags, technical phrases and context-aware matching) so there's no backend or tracking — a sensible privacy-first tradeoff. It's not novel — many site-specific content filters exist — but the focus on LinkedIn + clear modes (Hide / AI Only / All) makes it a handy, no-friction tool.
LinkedIn users fed up with AI posts — professionals, engineers, product people, recruiters, and anyone who wants a cleaner feed
Filters LinkedIn noise with floating pills, competing with Clean LinkedIn directly.
Static uBO filter list; Stylus, similar filters, or Instagram settings do this already.
Local feed scoring with fine-tuning, but Nitter/filter bots/feed algorithms preexist.
Peer-reviewed linguistic signals + local heuristics beat the LLM-wrapper-on-LLM trap.
HN with algorithmic feed recommendations, but unclear how local recs beat scrolling.
Better UX than LinkedIn's job search, but relies on LinkedIn scraping that violates ToS.