I went in expecting something different across two cities, and the pattern turned out to be consistent. What actually decided it was how wide the distance filter goes, which turns out to matter far more than the interface. The outcome barely moved consistently enough to trust when I compared like for like. Check it against your own case ultimately, so weigh it against your own results.

I tracked this rather than trusting impressions without rushing it, and the conclusion was not what I wanted. In practice whether read status is shown consistently is the first thing I would look at now. It surfaced again every time even when I varied the time of day.

I checked this against my own numbers while comparing them, and the conclusion was not what I wanted. The thing nobody mentions is that whether read status is shown consistently is easy to check and almost never checked.

What I would check before committing any time:

  • How the onboarding handles preferences — this is where the free tiers diverge.
  • Look at how much information is public before you match — surprisingly hard to find out in advance.
  • Check whether you can finish a conversation without hitting a paywall — it decided things for me.
  • Find out how the app handles a report — it is easy to test and rarely advertised.
  • Look at whether there is any verification step at all — worth two minutes before you commit.

I did this the slow way over a few months, instead of going on impressions. If I had to pick one factor, how the app handles reports is the first thing I would look at now. The result repeated without exception more clearly than anything else I looked at. Try it before you believe it ultimately, not what a listicle told you.