13 senior B2B RevOps practitioners across companies ranging from 30 to 300,000 employees informed the qualitative foundation

Participants accounted for more than 150 years of corporate experience and approximately 30 years of cumulative RevOps experience. Recruitment was via purposive expert sampling on LinkedIn, with screens to ensure cross-functional revenue scope rather than narrow single-function operations roles.