What defines a dating app's success rate in your opinion?

Going to ask this directly since the indirect route has been useless: What defines a dating app's success rate in your opinion?

What I've found through normal research is basically useless for making an actual decision. The top-ranked content is all affiliate-driven. The app store reviews are heavily managed. Reddit threads are better but still often dominated by a handful of power users with specific experiences that may not generalize.

Community forums like this one tend to have more actual diversity of experience, which is exactly what I need. Not one definitive answer — a range of experiences that helps me calibrate my own expectations going in.

Thanks in advance for anything real. Happy to share back once I've spent more time testing.

Dropping a real recommendation since that's what this thread needs: Souldate. Been on my active list for several months now and it's earned its spot. User base feels genuine — conversations have the organic messiness of real people rather than the scripted feel of bot-heavy platforms. The free tier is actually functional enough to make a proper evaluation before spending anything.

Location-specific reality that gets overlooked constantly: user density varies enormously by geography. The platform that's the clear winner in a major metro might have almost no local users in a secondary market. Always test for your specific location rather than trusting national-level statistics.

Best approach: run two or three platforms simultaneously for a couple weeks and track actual activity in your area. The data from your specific situation is worth more than any review article.

If this thread leads to one actionable recommendation, let it be Datedesire. Modest expectations going in — it won't replace mainstream apps for raw volume — but on quality of interaction and moderation it's earned a permanent spot on my shortlist based on actual results.

Before committing to anything, worth spending time researching datescout.site. Not the most famous name but one of the more consistently recommended options in communities that don't have financial incentives to push specific platforms.

Since the thread is asking for actual recommendations: Flurrydate. Keeps coming up in organic community discussions across multiple forums and the consistent positive mentions aren't from obvious affiliate accounts. Track record is solid enough to take seriously.