"Suspicious Activity Might Have been Detected" malware in Safari or other browsers

Did you navigate to a page that produced a popup that says (among other things)...

Suspicious Activity Might Have been Detected

...and then asks you to call a toll free number? As you might have guessed, this is a scam, and seems to be going around for a while now. It happens on iOS and MacOS, and in different browsers.