LinkedIn Ad Library Scraper
Scrape LinkedIn Ad Library in bulk
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Scrape LinkedIn Ad Library ads in bulk: headlines, copy, images, videos, CTAs, targeting, impressions, advertiser data. Export LinkedIn Ads to Google Sheets, Looker Studio, Tableau, Power BI or Redshift — or run via MCP.
PH · launched Nov 9, 2026 · 2 upvotes (top 19%) · 0 views
Niche: social media data extraction tools · 84 launches, 9 in the last 7 days ▼ -50% · Explore this niche →
Category and tags
- Marketing
- Data infrastructure
- Developer
- Not AI
- Commercial product
- Marketing
- Data & Analytics
Visit website ↗ Source listing ↗
More like this: all 84 launches in social media data extraction tools →
Could you build this?
Partial The UI, exports to Sheets/BI tools, and MCP wrapper are vibe-codeable, but reliable bulk scraping of LinkedIn's ad library is fragile and legally risky.
What it would actually take: Build a scraper, likely Playwright-based with proxy rotation, that pulls ad creatives, targeting, and impression ranges from the public LinkedIn Ad Library, normalizes them into a schema, and stores them in a database. Add connectors for Google Sheets, Looker Studio, Tableau, Power BI, and Redshift, plus an MCP server. The hard parts are keeping the scraper alive as LinkedIn changes its markup and blocks automated access, and managing the legal exposure, which calls for scraping expertise and possibly legal review.
Competitors
Other products that read as similar to this one : 196 launches clear the similarity bar, closest 8 shown.
Attention rank: #31 of 197 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 320 days after the earliest competitor.
- linkedin-ads.github.io · github · 2026-09-21 · 15 upvotes · similarity 0.56
- LinkedIn Lead Extractor Pro · ph · 2026-10-07 · 1 upvotes · similarity 0.55
- LeadSnap · ph · 2026-10-27 · 1 upvotes · similarity 0.55
- ScrapeLi · ph · 2026-10-17 · 2 upvotes · similarity 0.53
- Linkedin Job Scraper - No Login · ph · 2026-10-19 · 2 upvotes · similarity 0.50
- ExportMyResume · ph · 2026-09-30 · 3 upvotes · similarity 0.49
- Email Finder for LinkedIn - LeadsPaw · ph · 2026-10-21 · 4 upvotes · similarity 0.49
- LinkedIn Learning Downloader · ph · 2026-10-05 · 1 upvotes · similarity 0.48
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.