Most security incidents that start with a stolen login do not begin with a clever exploit. They begin with an email address and a password that were exposed somewhere else, sometimes months earlier. Running an email leak test is how you find out whether an address has already.

Ask a security team how many hostnames their company runs and you will usually get a confident number. Run a scan and the real number is almost always different. Teams launch campaign pages, spin up test servers, connect third-party services and rarely remove them afterward.

Buying a dark web monitoring platform is the easy part. The harder part is turning it into a service.

Choosing among dark web monitoring companies is harder than it looks. Nearly every vendor in this space describes itself as continuous, comprehensive and AI-powered and almost none.