Dev Tested hands-on Updated Sep 2026

Context Review 2026

Context is a single web-data API for AI agents and developers.

Last updated: September 2026

Editorial review. We tested Context hands-on for this writeup. Pricing, feature claims, and integrations were verified against the vendor site as of September 2026. We have no paid relationship influencing the score.

What Context Actually Is

Context is a single web-data API for AI agents and developers. Instead of building and maintaining your own scraping stack, you call one API key and get live, structured access to the web: pages turned into clean markdown, whole sites crawled, schema-validated JSON extracted, and brand data like logos and company details pulled on demand. It is the layer that gives an AI application reliable eyes on the open web.

It handles the parts that usually break homegrown scrapers, JavaScript rendering, anti-bot protection, and proxy management, so your code just gets the data.

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The Feature That Sets It Apart: Web Extraction and Brand Data in One

Most tools do either web scraping or company data, so teams end up wiring two providers together. Context combines them: alongside scraping and crawling, it returns brand intelligence such as logos, company details, and industry classification from the same API. For agent builders assembling context about a company or a market, having both behind one key removes a whole integration.

What Else It Does

Scrape, Crawl, and Extract

Scrape a URL into markdown, crawl an entire site, or extract schema-validated JSON so you get exactly the structured fields you defined, ready to drop into a prompt or a database.

Change Monitoring

It can watch pages for changes, which is useful for agents that need to react when a source updates rather than re-crawling everything on a schedule.

Built for Agents and RAG

The output is designed for retrieval systems and autonomous agents, which is why it fits knowledge-base ingestion and agent-driven automation rather than one-off scraping.

Pricing

Context is usage-based with plans that scale to your volume. New users who sign up through the link on this page get 25% off for the first six months.

Who It Is For

Context is for developers and teams building AI agents and applications that need dependable web data plus company intelligence from one provider. If your needs are a single scrape now and then, a lighter tool works. If you are shipping agents that reason over the live web, consolidating extraction and brand data here cuts real infrastructure work.

How is Context different from a plain scraping API?

Beyond scraping and crawling, Context also returns brand intelligence such as logos and company details from the same API, so you do not need a separate company-data provider.

Does Context handle JavaScript and anti-bot protection?

Yes. It manages JavaScript rendering, anti-bot measures, and proxies automatically, so you get clean data without maintaining that infrastructure.

What can Context return?

Clean markdown from a page, full-site crawls, schema-validated JSON via extraction, brand data, and page-change monitoring, all through one API.

Get started with Context Get started →

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