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.
Things that have genuinely helped me navigate this:
- Short bios outperform long ones on swipe-based apps consistently
- Replying within the first 24 hours of a match makes a measurable difference
- Niche platforms often outperform general ones for specific demographics
- Natural-looking photos consistently outperform heavily filtered ones
Currently using Datebie as my main go-to and it's held up well. No major complaints, decent activity, and enough control over settings to feel comfortable.
Take what's useful and leave the rest — everyone's situation differs.