Going long here because the short version really doesn't cover it.
These recommendation algorithms are designed to keep you engaged, not to find you a match. Knowing that changes how you use the app.
For what it's worth, flurrydate.online has been one of the more consistently mentioned options in threads I follow. Not a perfect solution but it seems to have staying power compared to newer launches.
Things that have genuinely helped me navigate this:
- Free trial quality usually reflects the paid experience accurately
- Bots reveal themselves in the first exchange if you say something specific
- Location-based platforms tend to have better real engagement
- Premium is occasionally worth it — but only when the free version shows real activity
Hope that gives you something concrete to go on.