Context.dev
What is Context.dev?
TL;DRContext.dev provides web extraction, brand intelligence, structured extraction, search, crawling, and enrichment APIs for developers building AI applications and agents. It can scrape and crawl sites, return HTML or Markdown, extract structured data into custom schemas, resolve companies and brands,
- Web scraping and browser-based extraction
- Brand intelligence and company enrichment
- Structured extraction into custom schemas
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About
Context.dev provides web extraction, brand intelligence, structured extraction, search, crawling, and enrichment APIs for developers building AI applications and agents. It can scrape and crawl sites, return HTML or Markdown, extract structured data into custom schemas, resolve companies and brands, retrieve logos and brand assets, and enrich people, products, news, and other entities. It is designed as infrastructure that teams can place underneath research agents, RAG pipelines, onboarding flows, company intelligence products, and other applications that need fresh web data. The main tradeoff is that it is infrastructure rather than a finished end-user research product, so teams still build their own workflows, storage, application logic, and quality checks.
Use Cases
Ground AI agents in fresh web data
Use search, crawling, scraping, and structured extraction to give agents current information.
Build company intelligence
Resolve domains and companies into structured profiles with brand and firmographic data.
Automate research and RAG ingestion
Crawl sites and turn pages into clean Markdown or structured data for retrieval systems.
Enrich onboarding and lead workflows
Use brand, people, product, and company enrichment to prefill SaaS workflows.
Key Features
- Web scraping and browser-based extraction
- Brand intelligence and company enrichment
- Structured extraction into custom schemas
- Web search, crawling, screenshots, and research infrastructure
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Pricing summary
Free tier available; paid plans start at $25/month and scale by included API credits, with metered overage on paid plans.
Pricing & Plans
Other pricing notes
- API credits meter web extraction and enrichment.
- Logo Link uses a separate quota.
- Paid plans support metered overage; annual billing saves two months.
Pricing last checked: August 2026Official pricing
Pros & Cons
Pros
- Broad web extraction and enrichment capabilities
- Useful infrastructure for AI agents and research products
- Structured extraction reduces custom parsing work
- Transparent credit-based usage model
- Includes brand intelligence and logo capabilities
Cons
- Requires engineering work to build the final application workflow
- Usage costs can grow with high-volume scraping
- Data freshness and extraction quality need validation for critical workflows
- Advanced enrichment endpoints consume more credits
- Not a complete end-user research application
The Best Context.dev Alternatives
The best Context.dev alternatives are Firecrawl, Browserbase, and Apify.
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