Fitness research

Sourced fitness benchmarks for better operations

Each brief leads with a liftable statistic, a clear table, and direct links to public sources.

Support Operations

How should online coaches study support ticket topics?

ticket categories can locate information friction but cannot diagnose a client's needs or satisfaction

A bounded research method for fitness operations that preserves context, privacy, limitations, and decision authority.