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JobLens

JobLens ranks open jobs from many boards

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Upload your resume once. JobLens ranks open jobs from many boards and company career pages by fit you can check line by line, freshest first.

PH · launched Nov 4, 2026 · 1 upvote (top 65%) · 0 views

Niche: online job boards · 248 launches, 28 in the last 7 days ▼ -3% · Explore this niche →

Category and tags
  • HR & recruiting
  • Search & retrieval
  • B2C
  • Not AI
  • Commercial product
  • Hiring
  • Artificial Intelligence

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More like this: all 248 launches in online job boards →

Could you build this?

Partial Resume parsing and LLM-based fit scoring are vibe-codeable, but aggregating many job boards and career pages requires scraping or API access and ongoing maintenance that is hard to get right.

What it would actually take: A real version would combine a resume parser and embedding or LLM scoring with a crawling pipeline across job boards (ATS APIs like Greenhouse and Lever where available, plus scrapers). The hard parts are keeping hundreds of scrapers working as sites change, deduplicating postings, and handling legal or ToS constraints. This takes data engineering and crawler operations experience.

Competitors

Other products that read as similar to this one : 629 launches clear the similarity bar, closest 8 shown.

Attention rank: #252 of 630 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 334 days after the earliest competitor.

  • Unlisted Careers · ph · 2026-09-11 · 1 upvotes · similarity 0.62
  • JobIndex · ph · 2026-11-11 · 1 upvotes · similarity 0.61
  • Ultrise · ph · 2026-10-05 · 1 upvotes · similarity 0.59
  • HireSalt · ph · 2026-11-02 · 1 upvotes · similarity 0.58
  • JobChop · ph · 2026-11-11 · 2 upvotes · similarity 0.57
  • CareerLens AI · ph · 2026-10-22 · 1 upvotes · similarity 0.55
  • JoBmania · ph · 2026-10-10 · 1 upvotes · similarity 0.55
  • Jobsy · ph · 2026-09-10 · 2 upvotes · similarity 0.55

Related data

The niche, labels, vibe code rating and competitor comparison on this page are analysis by Nicheloom. If you use them, please credit nicheloom.com. How you may use our data.