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PH · launched Sep 10, 2026 · 1 upvote (top 69%) · 0 views

Niche: social media data extraction tools · 84 launches, 9 in the last 7 days ▼ -50% · Explore this niche →

Category and tags
  • Horizontal
  • Search & retrieval
  • B2C
  • Not AI
  • Commercial product
  • Social Media

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More like this: all 84 launches in social media data extraction tools →

Could you build this?

Partial The frontend is a trivial lookup UI, but acquiring public Instagram data anonymously without an official API requires scraping infrastructure that actively circumvents Meta's aggressive rate limits and bot protections, or paying for upstream third-party proxy APIs.

What it would actually take: A functional system relies either on wrapping commercial scrapers (like Bright Data or ScrapingBee) or deploying a fleet of headless browsers with residential proxy rotation and session cookie pooling to bypass Meta's login walls and device fingerprinting. The application layer simply parses the extracted JSON payload into a clean Next.js/React viewer. The technical hurdle lies entirely in scraping reliability against Instagram's anti-bot mechanisms.

Competitors

Other products that read as similar to this one : 248 launches clear the similarity bar, closest 8 shown.

Attention rank: #194 of 249 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).

Launched 303 days after the earliest competitor.

  • IGViewer by IGRecent · ph · 2026-09-25 · 1 upvotes · similarity 0.68
  • I Have A Contact · ph · 2026-10-24 · 1 upvotes · similarity 0.65
  • PicMany · ph · 2026-11-08 · 1 upvotes · similarity 0.62
  • StoryViewly · ph · 2026-11-10 · 1 upvotes · similarity 0.59
  • ScanInsta · ph · 2026-09-28 · 1 upvotes · similarity 0.59
  • InstaPV · ph · 2026-10-09 · 1 upvotes · similarity 0.59
  • TikTok User Finder · ph · 2026-11-11 · 1 upvotes · similarity 0.55
  • TTAnon · ph · 2026-11-07 · 1 upvotes · similarity 0.54

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.