Scraping Difficulty Score

Know Your Enemy

Building a scraper only to realize 2 hours later that the site uses Cloudflare is frustrating. This tool performs a reconnaissance scan to identify the security stack. It tells you upfront if you need proxies, headless browsers, or simple HTTP libraries.

WAF Detection

Web Application Firewalls (WAFs) like Cloudflare, Akamai, and PerimeterX are the biggest hurdles for scrapers. We check response headers and cookies for signatures of these services so you can prepare your bypass strategy accordingly.