How to Scrape Booking Engines: Hotels, Flights, and Car Rentals
python
dev.to
Travel booking data is among the most valuable — and hardest to scrape — on the web. Booking.com, Expedia, and Kayak use aggressive anti-bot measures, dynamic pricing, and JavaScript-heavy interfaces. Here's how to extract travel pricing data reliably. Why Travel Data Is Challenging Heavy JavaScript rendering (React/Next.js frontends) CAPTCHAs and bot detection (Akamai, PerimeterX, DataDome) Session-based pricing (cookies influence displayed prices) Dynamic content loaded via XHR/AP