I took the unglamorous route with a couple of accounts, and a few things became obvious quickly. For me, how the app treats people who travel is the thing people consistently underestimate. That held fairly clearly across the whole period I tracked.

I gave each one a full month once properly, and it reframed what I thought mattered. The measurable difference came down to the actual reply rate, which accounts for most of the variance I saw. It was true fairly clearly across two completely different areas. Your mileage may differ frankly, not what a listicle told you.

My experience by category:

What I would put at the top of the list:

  • Check how it performs on a slow connection — it matters more after the first month.
  • Look at whether you can search rather than only swipe — check it on a real account, not a demo.
  • Worth confirming how the app orders your inbox — this is the one I would check first.
  • Worth confirming whether a paid feature interrupts the conversation — check it on a real account, not a demo.

I made a spreadsheet, embarrassingly with a bit of patience, since nobody else seemed to have done it. Realistically the actual reply rate is worth checking before you commit any time. It became obvious again and again for both of the accounts I tested. That is the short version genuinely, and no thread substitutes for that.