Google Custom Search JSON API Alternative: Migration Guide
Replace Google Custom Search JSON API before January 1, 2027. Get web results, Markdown, or relevant passages with Context.dev, plus a practical migration checklist.
Guides
Practical guides to working with the web. Build, troubleshoot, and explore.
How to Find People by Job Title, Company and Location with the Context.dev People Search API
Learn how to find people by job title, company, and location with the Context.dev People Search API. Streamline your AI recruitment and lead generation tasks.
Zero Data Retention Scraping APIs: Context.dev vs Firecrawl vs Spider
Compare how Context.dev, Firecrawl, and Spider handle zero data retention for AI scraping pipelines, including supported endpoints, activation, verification, caching, and pricing.
How to Add Web Search to an AI Agent with Context.dev: Return Only the Relevant Passages
Discover how to add efficient web search to AI agents using Context.dev. Learn to fetch only relevant passages to reduce context bloat and improve agent results.
Second of 13 web search APIs on Openbenchmarks, from a benchmark we do not run
Context.dev scored 98.0% on the Openbenchmarks company-news lookup task, second of 13 web search vendors, at the lowest cost per correct answer of the top five.
Scrapingbench: Context.dev finished the most scrape tasks of 10 web scraping APIs
An independent agent benchmark, same model and limits for every provider, put Context.dev first of 10 on scrape tasks at 95% with every answer checked by script.
A competitor benchmarked 7 scraping APIs on 806 URLs. Context.dev had the highest success rate.
WebCrawlerAPI tested 7 scraping APIs on 806 URLs. Context.dev led end-to-end success at 92.1%, and main content mode lifted extraction F1 from 0.176 to 0.567.
Context.dev Monitors vs. Prisync vs. Price2Spy: Price Monitoring for Retail Developers
Compare Context.dev Monitors, Prisync, and Price2Spy on price extraction, change alerts, check cadence, API and webhook delivery, and pricing for retail teams.
Best Anti-Detect Browsers and Stealth Scraping Tools in 2026
Compare Context.dev with nine anti-detect browsers, hosted browsers, and stealth scraping APIs on persistent profiles, automation, pricing, and free plans.
How to Build a News Search Feed for AI Apps with the Context.dev News API
Learn how to build a robust news search feed for AI apps using the Context.dev News API. Discover expert strategies for real-time data integration and accuracy.
Claude Code ROBOTS_DISALLOWED: Why WebFetch Cannot Read Some Links
WebFetch returns ROBOTS_DISALLOWED when a site refuses automated access. Learn how to tell it apart from permission denials and preflight failures, and how to finish your research with a primary source you can cite.
How to Scrape Load-More Buttons and Infinite Scroll Pages
Check for real pagination or a data endpoint first, then use bounded click, wait, and scroll actions. Deduplicate by stable ID and mark results incomplete when a cap stops the run.
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