Data studies from the platform.

What 46,000 dated clinic openings, 8,708 operators, and ten metros of medical real estate actually say — published as we find it.

COMING FIRST · MOMENTUM STUDY

What predicts a medical operator's next clinic opening?

Not their size. Not their brand. The single best predictor is how recently and how often they've just opened — expansion is serial and bursty, recency has a ~15-month half-life, and “three openings in two years” is the line between a maybe and a mover.

COMING · THE BACKTEST

We replayed three years of clinic openings to test our model.

926 real expansions, data frozen at each January 1st, scored blind — including on cities the model had never seen. What "44–273× better than scanning the map" actually means, and where the model still misses.

POSTS LAND HERE AS STUDIES CLEAR REVIEW. NO NEWSLETTER, NO GATE.