Sazabi
Sazabi added Context.dev to its customer onboarding to scan websites for client-side technologies, grounding every instrumentation recommendation in real page evidence.
Read their storySee how our customers do it
Meet the teams building the next generation of intelligent products on Context.dev, turning the entire web into structured, real-time data.
Customers include Mintlify, SiteGPT, Sourcely.
Stories from teams building on the web.
How teams scrape at scale to build datasets, catalogs, and site audits.
Zaraftis
Zaraftis switched from Firecrawl to Context.dev for batch scraping, preserving page content and JSON-LD while reducing custom HTML parsing.
Read their storySpyglass
Spyglass uses Context.dev for social account enrichment and landing page scraping. CTO Caleb Tan migrated with one prompt per endpoint, estimating less than an hour in total.
Read their storyBystreet
Bystreet uses Context.dev to scrape hotel websites at scale and give its AI agents the web data needed to research hotel ownership structures, completing well over one million scrapes without an issue.
Read their storyLayers
Jake Casto handed Context.dev's docs to a coding agent and, in under half an hour, replaced Layers' Cloudflare Markdown pipeline and started pulling customer logos into their dashboard.
Read their storySoria
Adam Ron had already run the same scraping stack on AWS, so he knew what it cost. Soria's healthcare terminal now monitors pages faster through Context.dev.
Read their storyMurph
Will Hay, CEO of Murph, uses Context.dev as the scraping layer behind Murph's iMessage health AI, a database spanning over 2 million foods, 239,000 supplements, and 20,000 product tests, so users can text a photo of a protein bar and get a real answer about what's in it.
Read their storyStan
Jay Chopra, who runs Ops and Growth Engineering at Stan, used Context.dev to build the Yapper Leaderboard, a fun experiment that ranks 100 indie founders by how much they post on X.
Read their storyExecutor
Executor uses Context.dev to power auth and API information discovery for 3,000+ integrations, giving agents the context they need to connect with company APIs.
Read their storySourcely
Sourcely uses Context.dev to crawl academic journals and PDFs at scale with a web crawling API its team found fast, accurate, and higher quality than the alternatives.
Read their story
Success stories
Feedback from the engineers shipping with us every day.
“Onboarding couldn't be simpler. Self-serve sign-up gives you an API key immediately, the documentation is thorough, and we were integrating within 10 minutes.”
Nick Khami
Engineering Manager @ Mintlify
“As soon as you type in the email, we use Context.dev to collect information about your brand and different logos. Context.dev saves us a lot of time right now.”
John Acosta
Founder @ UsePropane.ai
“Getting started is very simple. API docs are great and sign-up is self serve, with an API key generated immediately. Took 10 minutes to start integrating.”
Luke Ramsden
CPTO @ Architect (tryarchitect.com)
“We're seeing much higher activation rates for our free trials and sign-ups because of it. It's made it a lot simpler for customers to get started with DocsBot and to get to that 'aha' value moment very quickly.”
Aaron Edwards
Founder @ DocsBot
“The API integration was seamless and expedient. My team was able to get it set up and testing with production workloads within an hour of hearing what Context.dev was!”
Christopher Price
COO @ Sixtyfour
“Context.dev offers extensive documentation making the setup super easy. On top of this, there is a dedicated Slack channel in case you have follow-up questions. Overall the API integration process was very smooth.”
Vlad Veselukha
Senior Data Engineer @ Vizzy
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