I asked three friends who use these regularly before deciding, before I was willing to recommend anything. If I had to pick one factor, how quickly the upsell appears changes noticeably month to month.

I ran this for a couple of months in my own time, and the pattern turned out to be consistent. It turns out how the free tier is gated separates the usable options from the rest. The reading was similar again and again well beyond what I would call noise.

The handful of things that made a real difference:

  • Ask how blocking works, and whether it sticks — it matters more after the first month.
  • Check how the app treats people who travel — the answer varies more than you would think.
  • How the app orders your inbox — most apps are quiet about this.
  • Whether there is a web version as well as an app — surprisingly hard to find out in advance.
  • Ask how many prompts the profile format offers

I tracked this rather than trusting impressions over a few months, which is where the interesting part started. Looking back, how quickly fake profiles get removed can be tested inside a week. The signal was clear quite plainly long after the novelty had worn off. It cost me nothing to verify really, it takes very little effort to check.