Why Proxy Pool Size Stopped Mattering in 2026
Vendors advertise 400 million residential IPs. But in 2026, IP reputation collapsed as a defense, and proxy pool size stopped predicting real success.
JA4 and Post-Quantum TLS Broke the Basic Scraper
Your User-Agent header doesn't matter anymore. JA4 fingerprints classify bots at 98.6% accuracy before headers are even read. Here's what shifted in 2026.
The EU AI Act Ends the Free-For-All in Training Data
AI training data collection just went from technical problem to compliance problem. The EU AI Act and rising vendor scrutiny reshape the rules through 2027.
Bot Detection Went Behavioral. Most Scrapers Didn't.
Bot detection shifted from IP blocking to TLS fingerprints, browser signals, and behavioral analysis. Most scraping setups are fighting the wrong battle.
Web Scraping Tarpits: Who Actually Gets Caught
Websites are deploying tarpits that trap AI crawlers and feed them garbage data. But these traps don't distinguish between GPTBot and your price tracker.
AI Agents Are Driving the Next Wave of Web Scraping
Autonomous AI agents are now the fastest-growing customer segment in web scraping. Here's what their demand for real-time data means for your infrastructure.
The Hidden Cost of Maintaining Your Own Scrapers
Custom web scrapers feel cheap to build. Then maintenance eats 40% of your data team's time. Here's a breakdown of where the hours and dollars actually go.
The State of Web Data Collection in 2026
Anti-bot tech has outpaced most scraping setups. Browser fingerprinting, ML detection, and behavioral analysis are rewriting the rules of data collection.
Why Your Web Scraper Keeps Breaking (And What to Do About It)
Spending more time fixing your web scrapers than analyzing the data they collect? You're not alone. Here's why it keeps getting harder and what actually helps.