Context.dev offers a unified API to scrape, enrich, and semantically understand web content in one call.
Context.dev launched on Product Hunt as a single API that combines web scraping, data enrichment, and semantic understanding of web content. The product consolidates what typically requires multiple tools — scraper, parser, enrichment layer — into one endpoint. It targets developers building data pipelines, research tools, or AI-powered products that need structured web data. Pricing and rate limits are not detailed in the available content.
Context.dev collapses the scrape → parse → enrich → embed pipeline into one API call, which directly cuts boilerplate for anyone building RAG pipelines, competitive intelligence tools, or web-grounded LLM apps. The value proposition hinges on whether their enrichment layer adds meaningful structure over raw HTML — that's the real test. If the API handles JS-rendered pages and returns clean semantic chunks, it replaces a Playwright + BeautifulSoup + chunking stack.
Hit the Context.dev API against three URLs you currently scrape manually in your pipeline — compare structured output quality and latency against your existing Playwright + parsing setup to decide if it reduces your infra overhead.
Go to context.dev, grab an API key, and run a single curl call against a JS-heavy page you regularly scrape. Check if the returned data is already chunked/structured vs raw HTML — the output quality tells you everything in under 3 minutes.
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