SCRAPR
The data layer for the agentic web
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SCRAPR is a new approach to web data extraction. Instead of relying on fragile DOM selectors or heavy browser automation, SCRAPR looks at how modern websites actually load their data and extracts structured responses directly from those sources. The goal is to make web data pipelines faster, more reliable, and easier to maintain. Right now SCRAPR is in early MVP and we’re looking for developers, data teams, and AI builders who need clean structured data from websites.
PH · launched Mar 9, 2026 · 259 upvotes (top 51%) · 0 views
Niche: web scraping tools and apis · 172 launches, 12 in the last 7 days ▲ +9% · Explore this niche →
Category and tags
- Horizontal
- Data infrastructure
- Developer
- AI-native
- Commercial product
- Productivity
- API
- Artificial Intelligence
Visit website ↗ Source listing ↗
More like this: all 172 launches in web scraping tools and apis →
Could you build this?
Partial While an API wrapper around headless browsers and LLM extractors can be vibe-coded, robust anti-bot bypass with Chrome-level TLS fingerprinting and scalable crawling infrastructure requires dedicated engineering.
What it would actually take: A full version requires a distributed scraping backend using Puppeteer/Playwright with patched browser binaries (e.g., puppeteer-extra-plugin-stealth, curl-impersonate) to match real Chrome JA3/TLS fingerprints. It needs a resilient proxy pool rotation manager to handle rate limits and Cloudflare captchas, paired with an LLM pipeline that parses DOM/network requests into structured JSON schemas. Anti-detection maintenance is an ongoing cat-and-mouse game demanding deep reverse-engineering skills.
Competitors
Other products that read as similar to this one : 148 launches clear the similarity bar, closest 8 shown.
Attention rank: #67 of 149 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 126 days after the earliest competitor.
- TafScraper · ph · 2026-09-28 · 3 upvotes · similarity 0.52
- Web Harvester · ph · 2026-10-23 · 2 upvotes · similarity 0.45
- wxpath · hn · 2026-01-14 · 64 upvotes · similarity 0.45
- Extracto · ph · 2026-11-11 · 2 upvotes · similarity 0.44
- Easy data parsing · ph · 2026-11-14 · 1 upvotes · similarity 0.44
- Mindcase · ph · 2026-08-21 · 246 upvotes · similarity 0.44
- DatafetchPro Tools · ph · 2026-10-19 · 1 upvotes · similarity 0.44
- Scrapoint · ph · 2026-10-14 · 4 upvotes · similarity 0.44
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