Free tool
Scraping Difficulty Score
Analyze a website's anti-bot defenses. Detect Cloudflare, CAPTCHAs, and hidden tokens to estimate how hard it is to scrape.
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.
Questions
We already know your next customer
Describe your ideal customer. ManyPI finds validated leads, reaches out, and turns emails into sales.
