Scaling Past Cloudflare at Billion-Request Volume Without Managing Proxy Fleets
APIs let startups scale scraping past Cloudflare without running proxy fleets.
Maya Okafor
Section
Web Scraping
5 stories in Web Scraping.
Startup Unit Economics of Managed Scraping APIs at Billion-Request Scale
Hidden costs in credit multipliers and retry rates determine true scraping API expenses at scale.
Soren Marlowe
Evaluating Web Scraping APIs on Native Webhook Support Versus Bolted-On Polling Workarounds
Native webhooks beat polling for web scraping delivery speed and cost.
Sana Ibrahim
Managed Scraping APIs for Heavy Anti-Bot Targets
Managed APIs coordinate network identity, TLS fingerprinting, and behavior as one session.
Soren Marlowe
Tools for Legally Safer Web Data Collection for AI Training
Compliance tooling now shields AI builders from the legal risks of web data collection.
Maya Okafor