Context.dev
One API to scrape, enrich, and understand the web.
Details
- External ID
- 1104004
- Source
- PH
- Company
- —
- Product
- Context.dev
- Website domain
- producthunt.com
- Launched
- March 22, 2026
- Cohort
- —
- Upvotes
- 264
- Upvotes percentile
- 0.4918032786885246
- Tags
- API, Artificial Intelligence, Data
- Fetched at
- Sept. 7, 2026, 1:22 a.m.
- Updated at
- Sept. 7, 2026, 1:22 a.m.
Description
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.
Enrichment
- Theme
- niche developer utilities and toolchains
- Vertical
- Horizontal
- Function
- Data infrastructure
- Audience
- B2B
- AI stance
- AI feature
- Project type
- Commercial product
- Normalized one-liner
- web scraping and enrichment api
- Manually corrected
- False
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 — 30 launches clear the similarity bar, closest 8 shown.
Attention rank: #10 of 31 (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
- Context Plugins · hn · 2026-03-26 · 8 upvotes · similarity 0.37
- My first SaaS to help human developers and AI agents share context · hn · 2026-07-02 · 5 upvotes · similarity 0.37
- AI agents are bad at API integrations · hn · 2026-04-09 · 6 upvotes · similarity 0.35
- Context Atlas · ph · 2026-09-23 · 4 upvotes · similarity 0.35
- ContextsBase - Backlog for Coding Agents · ph · 2026-09-18 · 75 upvotes · similarity 0.35
- A Context Registry for AI coding agents · hn · 2026-09-03 · 9 upvotes · similarity 0.34
Other launches for this product
Same idea, different domain
Nobody's really built a data infrastructure tool for Media & entertainment yet.