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TL;DR - Context.dev
- Unified API that scrapes web pages, extracts brand data, and returns structured output for AI agents and apps
- Get logos, colors, screenshots, markdown, and firmographic data from any domain with a single API call
- Typed SDKs for TypeScript, Python, and Ruby with free tier of 500 API credits to start
Pricing: Free plan available
Best for: Growing teams
Pros & Cons
Pros
- Single API replaces multiple scraping and enrichment tools
- Clean markdown output ideal for LLM and AI agent consumption
- Generous free tier with 500 API credits to test
- Typed SDKs for three major languages reduce integration effort
- Brand intelligence features (logos, colors, fonts) are unique differentiators
Cons
- Rate limits on free and lower tiers can be restrictive (1-2 calls/sec)
- Credits deplete quickly for high-volume scraping use cases
- Relatively new product (rebranded from Brand.dev), smaller community than alternatives like Firecrawl
- No one-time lookup option — requires a subscription plan
Key Features
Web scraping as clean markdown or HTMLBrand data extraction (logos, colors, fonts, socials)AI-powered custom data extraction with structured outputHigh-quality viewport and full-page screenshotsSitemap crawling and URL discoveryTransaction descriptor resolutionCRM enrichment and lead scoringCompany profile generation from domainTypeScript, Python, and Ruby SDKsREST API with JSON responses
Pricing Plans
Free
Free
- 500 API credits/month
- 10,000 Logo Link requests
- 1 call/second rate limit
Starter
Starter plan
- Higher API credit allowance
- 2 calls/second rate limit
- Auto top-up available
Pro
Pro plan
- More API credits
- 5 calls/second rate limit
- Priority support
Scale
Scale plan
- Highest API credit allowance
- 20 calls/second rate limit
- Custom integrations
About Context.dev
By Toolradar Team·
Context.dev (formerly Brand.dev) is a unified API for web scraping, brand intelligence, and AI-powered data extraction. It gives 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, generate screenshots, and use AI to extract custom structured data from any webpage. Trusted by 5,000+ businesses including Mintlify, Daily.dev, and Ferndesk. Typed SDKs available for TypeScript, Python, and Ruby.
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