Even if people disagree here, the step that matters most is to report the obvious fakes rather than ignoring them: the difference in reply rate is obvious. From what I've seen, the reporting system is the thing that decides it, though the ones people keep recommending rarely say so.
In the last stretch of trying I noticed the verification step behaving differently on sites that skip verification, which changes the whole experience. I stuck with the swipe-based apps these past few weeks, and the honest result was that the read receipt setting mattered a fair bit most.
Avoid opening with a compliment, because that is where most people give up too early, which explains a lot of the complaints here. The part nobody mentions is that the regional platforms have improved the filtering a fair bit over roughly forty conversations.
Depending on what you are after, Flamedate's messaging setup works noticeably better for the verification question, so it is worth a look.