Another enhancement involves managing rate limits to avoid detection. By introducing random delays between requests and rotating proxies, you can reduce the likelihood of being flagged as a bot. Combining this with dynamic user-agent headers further ensures smoother operation over long scraping sessions.

Rotating user-agent headers and proxies is vital for large-scale scraping to prevent blocks. Overstock monitors traffic for abnormal patterns, and these techniques help mimic real user behavior. Using libraries like fake_useragent or services like Scrapy’s proxy middleware can be beneficial.