Cross-Side Network Effects: The Virtuous Cycle That Makes Platforms Defensible

More practitioners attract more clients. More clients attract more practitioners. More of both generate more data. More data makes every assessment more valuable. That's the virtuous cycle — and once it's spinning, competitors can't replicate it without rebuilding the entire ecosystem.