You open a free app to do one simple thing. Before you even start, a full-screen message asks whether you want to try the paid version. The “Start free trial” button is large, bright and hard to miss.

Data analysis can be used to expose patterns in cybercriminal communication and to detect illicit behavior in the Dark Web, says Christopher Ahlberg, co-founder and CEO at threat intelligence firm ...