The #1 API to give AI agents web context.
The #1 API to give AI agents web context.
Scrape any URL, crawl an entire website, and extract structured data in seconds: markdown, HTML, sitemaps, screenshots, and brand intelligence.
Resolve a domain, email, ticker, or messy merchant descriptor into a typed company with logos, colors, fonts, and firmographics.
One-line logo embed, with logos served from a global CDN in ~20ms.
Read the live web as markdown. Clean, LLM-ready markdown from any URL, with crawl, sitemap, AI extraction, and product pipelines on the same primitive.
Resolve 'SQ *BLUE BOTTLE 8xx' into Blue Bottle Coffee. Identify the brand, attach visuals and metadata, hand the agent something it can actually act on.
Monthly traffic estimates. Hover, focus or tap a point for values. Related observations do not establish causation.
Explore the leading acquisition channels, search keywords, and visits from AI platforms such as ChatGPT.
August 2026
Distribution snapshot only; channel shares are not a campaign event or a claim of growth causality.
Reviewed alternatives appear first, followed by products in the same market. Observation months are shown per row; different months do not form a same-period ranking.
Investigate Context.dev’s public promotion history, key channels and growth tactics, with linked sources.
Findings are based on retrievable public records, with evidence gaps made explicit. Scope and completion time depend on available sources.
Download a 1200 × 630 market card or cite this live dossier. The image includes the observation month and attribution.
