Case Studies

Every post documents the exact techniques, failures, and solutions behind a real client extraction.

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Defeating Akamai Bot Manager — Virgin Airlines Data Extraction

How we defeated Akamai Bot Manager to extract real-time pricing and availability data.

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Healthscape — Aggregating 6 Healthcare Job Boards Into One Feed

How we aggregated and normalized data from 6 US healthcare job boards into a single unified daily feed.

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How We Extracted 37,720 Italian Real Estate Listings That Didn't Want to Be Scraped

A CRE data firm needed every apartment listing on Immobiliare.it, Italy's largest real estate portal. The site runs Datadome. Here's exactly what we tried, what failed, and how we delivered 37,720 clean records overnight.

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