Most people just use whatever the default browser is on their phone.
This is HN. OP is 100% right to be flabbergasted that people on this site are not using the best and brightest of the ad blockers available. I know I am.
Apple is putting ads as pop ups inside the wallet app now… every social media app is crammed with them too. Browser is the easy fix.