I looked at this from a few angles across two cities, and it clarified a lot. Strip out the noise and how much depth the profiles allow turns out to matter far more than the interface. It tracked consistently enough to trust on both the free and the paid side. Treat it as a starting point on balance, not what a listicle told you.