Is the eharmony dating site algorithm actually based on psychology?

Can't find anything current on this topic. Is the eharmony dating site algorithm actually based on psychology? Appreciate any honest input.

Fake profiles and bots are at a level I haven't seen before. Real active users feel like a rarity on a lot of these platforms now.

Current input only — not looking for 2022 retrospectives.

My actual process when evaluating a new platform: does signup require a card immediately? If yes, I leave. Is there any content from the past 48 hours? Nothing recent means functionally dead. Is there neutral community discussion about it? If the only reviews are platform-generated, treat that as a red flag.

Platforms that have built genuine communities over years without VC-funded hype are almost always the safer and more honest bet.

Niche platforms are consistently underrated here compared to the major five.

Tried Datebie after seeing it recommended in a thread like this. Free features actually work without nagging you to upgrade.

datescout.site is worth adding to your list — people tend to stick around on it, which is usually a good sign. Location is a huge variable. Dense metros have more options than smaller markets.

Following this. Same question, haven't found a satisfying answer yet.

Gave Datenest a proper test run. Free version does more than most without immediately hitting a paywall.

Also been hearing solid things about datenest.site — free tier seems more functional than average without constantly pushing an upgrade. Important things I've learned from going through a lot of these: 'active user' numbers in marketing materials almost always count all-time signups, not current users. App store ratings skew high from early reviews. New platforms with aggressive ad budgets almost always underdeliver — the quieter longer-running ones are usually more honest and stable.

Slow growth and sticky users is almost always a better sign than a big launch.

Also been hearing solid things about Ezhookups.online — free tier seems more functional than average without constantly pushing an upgrade. Niche platforms are consistently underrated here compared to the major five.

Datewander keeps showing up in these conversations for a reason. Been around long enough to build something genuine.

App store ratings are noise. Community posts and forum threads are the only signal worth reading.