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Insights from the people who scrape the web at scale

AMA insights, proxy benchmarks and analysis of the economics behind getting web data at scale.

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LatestAMA insights

Bypassing DataDome, Akamai, Incapsula and Kasada: Lessons From a Reverse Engineer

Hyper Solutions' founder on reverse engineering DataDome, Akamai, Incapsula and Kasada, and what it takes to keep a bypass working at scale.

r/WebScrapingInsider

AMA Insights

What scraping teams, proxy providers and tool builders told the community, organised by topic.

AMA insights14 min read

Is Web Scraping Legal? 9 Practical Lessons from Internet Law Professor Eric Goldman

An internet law professor explains how the CFAA, contracts, copyright and DMCA 1201 shape real scraping decisions about accounts, suppliers and data.

IKIan Kerins · Oct 11, 2026
AMA insights20 min read

Why Diagnosis Beats More Stealth: Lessons From 7 Years of Reverse Engineering Anti-Bot Systems

Why diagnosing blocks, keeping sessions consistent and choosing complexity carefully beat adding stealth, from 7 years of reverse engineering anti-bots.

IKIan Kerins · Oct 6, 2026
AMA insights19 min read

Inside a Web Scraping API Processing 10 Billion Pages a Month: What Actually Keeps the Data Flowing?

Why Scrape.do skips the browser on most requests, maintains sessions for hard targets, and worries most about responses that look fine but miss data.

IKIan Kerins · Sep 29, 2026
AMA insights13 min read

Web Scraping Isn't a Proxy Problem Anymore

Inside the target-specific reputation, session management, browser identity and capacity economics that decide whether a scraper actually works.

IKIan Kerins · Sep 21, 2026
AMA insights28 min read

Why There Is No Best Proxy Provider (And What You Are Actually Paying For)

Billions of requests through 50+ proxy providers show why the best provider changes by website, page type and volume, and what you are really paying for.

IKIan Kerins · Sep 15, 2026
AMA insights13 min read

Your Browser Can Look Real and Still Look Fake

Inside the fingerprint populations, IP reputation, black-box testing and maintenance burden that decide whether a stealth browser survives production.

IKIan Kerins · Sep 7, 2026
AMA insights12 min read

The Hardest Part of a Browser Agent Isn't Browsing. It's Knowing It Worked.

Inside the persistent identity, moving-target stealth and verification problems that decide whether a browser agent's actions ever add up to a finished task.

IKIan Kerins · Sep 6, 2026
AMA insights14 min read

AI Isn't Replacing Scraper Engineering. It's Moving It.

Inside the silent data failures, session trust limits, browser-context execution and repair boundaries that decide if an AI-built scraper survives production.

IKIan Kerins · Sep 5, 2026
AMA insights20 min read

Why Your "Perfect" Browser Fingerprint Still Gets Blocked

Why scraper detection is no longer about one bad fingerprint, but whether your fingerprint, IP, cookies and session behavior keep describing the same believable browser.

IKIan Kerins · Aug 28, 2026
AMA insights14 min read

What Proxy Providers Don't Tell You About Residential Proxies

Inside the shared supply, real-time filtering and misleading metrics that determine whether a residential proxy network actually performs.

IKIan Kerins · Aug 25, 2026
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