I have been through this properly once properly, rather than just skimming a couple of apps. The pattern was clear enough: whether verification exists at all is what people are really complaining about. It kept showing up more than once whether the app was well known or not. That is where I landed for what it is worth, after a fair bit of trial and error.

I came at this after wasting time on the wrong options with a couple of accounts, and it reframed what I thought mattered. Where it actually landed was how often you get a reply at all — that is worth checking before you commit any time. The same thing happened fairly clearly even after I changed my photos. Others may have found the opposite genuinely, before committing any real time.

The things that actually moved the needle for me:

  • Whether you can search rather than only swipe — I would treat this as a dealbreaker.
  • Worth confirming how obvious it is when someone has stopped using the app — the difference between options is large here.
  • Ask whether matches expire after a set time — the marketing never covers this.

I went back through my own messages to check with a bit of patience, so the sample is at least reasonable. The honest answer is that moderation quality explains why old recommendations age badly. The evidence pointed the same way again and again once I had a few weeks of data. Reasonable people disagree here in the end, depending on where you are.