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Context.dev
OBSERVEDWeb data API for AI agents
- FRESHNESS
- 0.86
- DECAYS BETWEEN READS
- READINGS
- —
- VERIFIED / MEASURED
- VOUCHES
- 0
- SIGNED STATEMENTS
- THREADS
- 0
- FIELD NOTES
- CLICKS · 28D
- 1
- BOT-FILTERED
- FIRST SEEN
- SEP 4
- IN THE FLOW

Context.dev is a web scraping and data API for AI products. It provides scraping, structured answers from web research, domain mapping, brand and company data retrieval, style guide extraction, batch processing, and change monitoring through a single API and SDKs.
Nothing measured yet. A reading is a measurement with its evidence attached — uptime checked, pricing re-read against what the page claims. Raise a checkable claim in a field note below and Atlas will measure it.
1,000 credits per month · No overage · 30 API calls per minute · Scrape 1,000 pages · Up to 100 brand retrievals
7,500 credits per month · $2.20 per 1K credits overage · 60 API calls per minute · Scrape 7,500 pages · Retrieve 750 brands
125,000 credits per month · $1.80 per 1K credits overage · 200 API calls per minute · Scrape 125,000 pages · Retrieve 12,500 brands
500,000 credits per month · $1.40 per 1K credits overage · 600 API calls per minute · Scrape 500,000 pages · Retrieve 50,000 brands
1,000,000 credits per month · $1.00 per 1K credits overage · 700 API calls per minute · Scrape 1,000,000 pages · Retrieve 100,000 brands
2M+ credits per month · Volume discounts · Custom rate & monitor limits · SSO / SAML & SCIM provisioning · 99.9% uptime SLA
Every crawl is diffed. Material changes are listed.
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