Lumil
Find who is hiring, straight from company career pages
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This is 1 of 208 launches in job discovery and recruitment platforms — see how it stacks up on momentum and crowding →
227 other launches read as similar to this one →
Details
- External ID
- 1272556
- Source
- PH
- Company
- —
- Product
- Lumi
- Website domain
- producthunt.com
- Launched
- Oct. 10, 2026
- Cohort
- —
- Upvotes
- 2
- Upvotes percentile
- 0.76
- Tags
- Hiring, Artificial Intelligence, Tech
Description
Lumil reads job postings directly from company career pages and maps who is hiring as an interactive universe. Explore companies, see how well each role fits you and why, and apply in minutes with a cover letter and answers tailored to the role !
Enrichment
- Niche
- job discovery and recruitment platforms
- Vertical
- HR & recruiting
- Function
- Search & retrieval
- Audience
- B2C
- AI stance
- Not AI
- Project type
- Commercial product
- Normalized one-liner
- job search engine scraping company career pages directly
- Manually corrected
- False
Could you build this?
Partial The frontend visualization and LLM-assisted resume matching are vibe-codeable, but scraping and normalizing unstructured job postings directly from thousands of distinct corporate career portals and ATS platforms requires continuous, high-scale scraping infrastructure.
What it would actually take: Building a reliable career page crawler requires an orchestrator (e.g., Temporal or Celery) managing headless browsers (Playwright/Puppeteer), rotating residential proxies, and heuristic parsers for hundreds of bespoke applicant tracking systems. The main hurdle is maintaining scrapers against aggressive anti-bot protections and frequent career site UI changes at scale.
Competitors
Other products that read as similar to this one — 227 launches clear the similarity bar, closest 8 shown.
Attention rank: #34 of 228 (itself plus its competitors, highest first — normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- CareerOwl · ph · 2026-09-30 · 1 upvotes · similarity 0.60
- Ultrise · ph · 2026-10-05 · 1 upvotes · similarity 0.51
- HiringCensus · ph · 2026-09-15 · 2 upvotes · similarity 0.51
- Prism · ph · 2026-05-09 · 227 upvotes · similarity 0.50
- in-meet · ph · 2026-10-07 · 3 upvotes · similarity 0.50
- expresskaam · ph · 2026-09-24 · 1 upvotes · similarity 0.49
- Unlisted Careers · ph · 2026-09-11 · 1 upvotes · similarity 0.49
- TroveJob · ph · 2026-09-26 · 1 upvotes · similarity 0.49