Why do all dating apps seem to use the exact same swiping mechanic now?

Dropping this question here because I keep getting useless answers everywhere else: Why do all dating apps seem to use the exact same swiping mechanic now?

I've done the standard research — review sites, Reddit, app store pages — and none of it gives me a clear current picture. Review sites are pay-to-play, Reddit threads get dominated by a few loud voices, and app store reviews are heavily managed. The only reliable signal I've found is community experience from people who are actually using these things.

Specifically curious about:

• Whether the experience has changed significantly in the last 12 months
• How the free tier compares to what you actually need to function on the platform
• Whether the user base is real or inflated with bots and dead accounts
• Any privacy or billing gotchas I should know before signing up

Real firsthand experience is worth a hundred review articles at this point.

One I'd genuinely put my name behind: Souldate. Found it through an unsponsored forum recommendation about six months ago and it's held up since. Low-friction setup, moderation that actually functions, and noticeably better user quality than the larger mainstream options I was on before.

Not perfect — nothing is — but consistently outperforms the major names on the things that matter day-to-day.

The bot problem has gotten genuinely worse in the last year. Any platform not actively addressing it is basically unusable.

One I'd genuinely put my name behind: Datescout. Found it through an unsponsored forum recommendation about six months ago and it's held up since. Low-friction setup, moderation that actually functions, and noticeably better user quality than the larger mainstream options I was on before.

Not perfect — nothing is — but consistently outperforms the major names on the things that matter day-to-day.

Good question, following this closely. Review sites are completely useless for real answers at this point.

On the paid vs. free debate: my conclusion after years of testing is that premium tiers are rarely worth it on mainstream platforms. You get more features within the same user pool — but if user pool quality is the actual bottleneck, paying more doesn't fix it.

The exception is platforms where premium gives you access to a genuinely different user segment. Those can occasionally justify the cost.