Context.dev
One API to scrape, enrich, and understand the web.
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Context.dev (previously Brand.dev) gives your AI agents and apps real-time access to structured web data, no brittle scraping infrastructure needed. Scrape any URL as clean markdown or HTML, extract brand data (logos, colors, fonts, socials) from any domain, crawl sitemaps, resolve transaction descriptors, and more. Typed SDKs for TypeScript, Python, and Ruby. Trusted by 5,000+ businesses including Mintlify, Daily.dev, Ferndesk.com, and more. Most teams integrate in under 10 minutes.
PH · launched Mar 22, 2026 · 264 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 feature
- Commercial product
- API
- Artificial Intelligence
- Data
Visit website ↗ Source listing ↗
More like this: all 172 launches in web scraping tools and apis →
Could you build this?
Partial The user-facing API and markdown extraction are straightforward, but running reliable large-scale web scraping requires bypass infrastructure for sophisticated anti-bot systems.
What it would actually take: A scalable scraping API requires a distributed cluster of headless browsers (Playwright/Puppeteer) orchestrated on Kubernetes, integrated with rotating residential and datacenter proxy networks. The difficult part is continuously maintaining anti-bot evasions against Cloudflare, Akamai, and DataDome, alongside robust DOM cleaning pipelines to reliably extract logos, fonts, and structured metadata.
Competitors
Other products that read as similar to this one : 77 launches clear the similarity bar, closest 8 shown.
Attention rank: #31 of 78 (itself plus its competitors, highest first, normalized so YC and Product Hunt are compared fairly).
Launched 76 days after the earliest competitor.
- DeveloperTools · ph · 2026-09-19 · 1 upvotes · similarity 0.40
- Open-source, extract any brand's logos, colors, and assets from a URL · hn · 2026-03-16 · 8 upvotes · similarity 0.40
- Interview your analysts instead of auto-generating a semantic layer · hn · 2026-10-28 · 5 upvotes · similarity 0.39
- AI Patterns Dev · ph · 2026-10-17 · 1 upvotes · similarity 0.39
- My first SaaS to help human developers and AI agents share context · hn · 2026-07-02 · 5 upvotes · similarity 0.38
- Context Plugins · hn · 2026-03-26 · 8 upvotes · similarity 0.38
- DevX Tool — Free Online Developer Suite · ph · 2026-10-18 · 1 upvotes · similarity 0.38
- Trace by Context.dev · ph · 2026-11-07 · 76 upvotes · similarity 0.38
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.