The primary challenge was the CAPTCHA presented during the login process, which was difficult even for humans to solve on the first try. This led to frequent interruptions as the bot had to stop and wait for a human to
Our client, an e-commerce aggregator, needed to extract data from various retail websites to keep their database updated with the latest product information, prices, and availability. Initially, we employed traditional DOM-based web scraping techniques, using libraries like BeautifulSoup and Selenium.