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HN · launched Aug 16, 2026 · 5 upvotes (top 87%) · 1 view

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

Category and tags

  • HR & recruiting
  • Data infrastructure
  • B2B
  • Not AI
  • Commercial product

Visit website ↗ Source listing ↗

Could you build this?

Partial Scraping thousands of disparate career portals reliably requires ongoing anti-bot bypass, proxy management, and handling dynamic site layout changes across thousands of ATS variants.

What it would actually take: A distributed crawling pipeline using Playwright/Puppeteer with stealth plugins, rotating residential proxies, and queue management (Temporal, Celery, or SQS) is required. The hard part is building resilient extraction heuristics or LLM-based parsers to handle schema drift across 8,000 unique career portals while dodging Cloudflare/Datadome blocks. Managing pipeline failures, rate limits, and constant crawler maintenance requires dedicated operational monitoring.

Discussion

No comments on this launch.

Competitors

Other products that read as similar to this one : 307 launches clear the similarity bar, closest 8 shown.

Attention rank: #287 of 308 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 284 days after the earliest competitor.

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.