Rolefit
IT roles ranked by real fit, not by luck.
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Read the full description
Stop scrolling endless job boards. Rolefit indexes live IT openings from company ATS and remote platforms, weights your actual stack and experience, and delivers a personalized top-30 shortlist ranked by compatibility. Free forever, with an automated custom cover letter generator.
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PH · launched Oct 25, 2026 · 1 upvote (top 67%)
- HR & recruiting
- Search & retrieval
- B2C
- AI feature
- Commercial product
- Developer Tools
- Artificial Intelligence
- Tech
Similar launches
See all 225 similar launches →Could you build this?
Partial The personalized ranked shortlist and cover-letter generator are vibe-codeable, but the product depends on continuously indexing live job openings from many company ATS systems and remote boards. Keeping that data fresh and matching it well at scale is harder.
What it would actually take: Build a crawler and connector layer for public ATS APIs (Greenhouse, Lever, Ashby, Workday) and job boards, normalized into a deduplicated job store with refresh scheduling. Then add an embedding or LLM-based matcher that scores postings against the user's parsed stack and experience. The hard parts are maintaining brittle scrapers and connectors and keeping ranking quality high, which takes data engineering and ranking expertise plus ongoing operations.
Competitors
Other products that read as similar to this one : 225 launches clear the similarity bar, closest 8 shown.
Attention rank: #103 of 226 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 277 days after the earliest competitor.
- Rolesetu · ph · 2026-10-27 · 2 upvotes · similarity 0.57
- UnlockRole · ph · 2026-09-16 · 1 upvotes · similarity 0.53
- Rolewire · ph · 2026-10-23 · 2 upvotes · similarity 0.50
- Rolequiry · ph · 2026-09-18 · 56 upvotes · similarity 0.49
- JobsFlow · ph · 2026-10-24 · 2 upvotes · similarity 0.48
- CareerJot. · ph · 2026-10-28 · 1 upvotes · similarity 0.47
- Top Notch Spot · ph · 2026-10-13 · 1 upvotes · similarity 0.47
- HighFit · ph · 2026-09-30 · 2 upvotes · similarity 0.45