There are so many dark patterns in for-profit dating apps, it's the app equivalent of a funhouse mirror.
For one, something like 75-90% of the profiles are dormant/inactive, but they're still shown as active profiles to give current users the illusion that there are lots of options in your area. Second, a successful dating app experience (assuming they're looking for something serious), means the user churns, so the app company is financially incentivized NOT to put you in front of people that you would likely connect with, at least without trying to extract as much money from you at first. Finally, the paid accounts have gotten ridiculously expensive, which drives real users away from the platform. And of course, they don't have to be transparent about any of it.
A non-profit app has much less incentive to (frankly steal) from their users because they're able to offer the service at a lower cost, without the need for the funhouse mirror BS, and could even provide meaningful aggregate community data on how many couples they've connected, etc.
They also hide the people you find most attractive behind a paywall
https://www.cbsnews.com/colorado/news/stephen-matthews-sente...
Other people really want a relationship and keep spending money and get nothing.
You could have an exponential backoff, if someone gets a lot of potential matches, but doesn't move forward with them, they're downranked in search results. Honestly I could see that being beneficial to both parties because plenty of women talk about being overwhelmed and swamped on the apps. Men get shown women who are serious, women get a sane number of matches they can actually deal with, and those playing games don't get the validation they're looking for.
There is a fundamental problem though that the perception that you have unlimited choice can lead you to never settling down because you always imagine that if you keep looking you’ll find somebody better. Falling in love requires you, for at least a while, believe that that person is absolutely singular and unlike everybody else as Stendhal writes in the classic On Love a.k.a. “Love the one you’re with”
See https://www.amazon.com/Why-Love-Hurts-Sociological-Explanati...
If I was really going to “do something about it” I’d try to put couples through a structured experience, see
https://www.theguardian.com/lifeandstyle/2015/jan/14/love-is...
The above incentives are why I mentioned that I think governments should fund a non profit app. Happier citizens, more stable families filled with the number of kids they want. It's an obvious win win to me.