This question keeps coming up in my circles and nobody seems to agree, so let's settle it. Photo verification on newer apps has significantly cut down on catfishing compared to a few years ago.
Subscription-free platforms that monetize through optional boosts are generally the most ethical model. Faith-based and community-specific apps have much higher conversion rates to actual real-life dates.
Traditional dating websites with long-form profiles attract a more serious and committed user base.