I've done my own digging on unicorn dating site free platforms and come up short. With platforms sites, the depth of the profile fields is the number worth watching, not the size of the ad budget. If unicorn is your priority, the signal-to-noise in search is a better predictor than star ratings from strangers, from what I've seen.
Same story on unicorn: it is worth checking the reply rate before you look at whatever the landing page promises. The unicorn angle is worse, because most of the disappointment traces back to how often the same faces reappear.
I judge unicorn platforms on one thing: half the frustration disappears once you check what the free tier gates before investing time. Strip the marketing away from unicorn dating site free platforms and the quality of the filters collapses as soon as the platform caps how many searches you run a day. What am I missing on unicorn sites?