Tie every like to something on the profile
People could like a photo, a prompt or a detail instead of the whole person. I reworked the icebreakers and the onboarding so profiles had something to react to.
WhyAnswering "hi" is hard. Answering "you hike too?" is easy.
Show people the score the algorithm already had
The recommendation engine computed compatibility for every pair, but discovery was sorted by date. We tested a feed sorted by compatibility. It became Super Match: fewer profiles, stronger chances of a real exchange.
WhyThe algorithm knew who matched. The users were the only ones who didn't.
Follow every change to the conversation, not the click
I defined the experiments with the CEO and tracked activation, acceptance, first messages, reciprocal exchanges and premium conversion.
WhyA metric that goes up while people stay silent is lying to you.