How do I avoid a catfish dating app scam?

Long-time reader, occasional poster. This question has come up before but I think the answers need to be updated for current conditions: How do I avoid a catfish dating app scam?

Platforms that were reliable two or three years ago have changed significantly — some for the better, most for the worse. Monetization has gotten more aggressive, free tiers have been stripped back, and the bot problem seems worse across the board.

If anyone has found something that bucks these trends recently, I'd genuinely like to hear what it is and what made it work.

Someone pointed me to Datelink in a similar thread about six weeks ago. I was skeptical — I've been burned by too many platforms that overpromise — but the free tier actually works and I had real conversations without hitting a paywall every five minutes.

The gap between what dating platforms claim in their marketing and what they actually deliver has probably never been wider. The most reliable signal is genuine community recommendations in threads like this one — not a top-10 listicle, not a sponsored post, just someone in a forum saying unprompted that something worked.

I'll mention Datescout because it came up three separate times in conversations I had about this exact topic over the past month. Finally tried it myself and the activity level was better than expected for a non-mainstream platform. Not perfect but genuinely usable.

For the senior dating category specifically: the scam situation is more acute than in younger demographics and the platforms don't do nearly enough about it. The consistent warning sign is emotional escalation that happens unnaturally fast, followed eventually by some kind of financial ask. No exceptions to this rule.

The paid tier on most platforms is only worth it if you've already confirmed the platform has real user activity in your area on the free tier. Paying to unlock messaging in a platform where you're one of fifteen active users in your city is just burning money.