I know you can work around this with QRs, but that's poor UX, has many failure scenarios and takes a long time. In comparison, you can just tell someone your phone number, even without neither of you having a phone nearby - you just need a piece of paper and a pen.
Signal brought security and privacy for the masses, because it - correctly - prioritized ease of use over tech-nerd paranoia.