Collect a dated panel of employer postings over 8–12 weeks across US seed–Series A companies; record duplicate IDs, removals, posted compensation type, location, seniority and actual wording. Only then calculate counts or salary bands by cohort. A rising count without a stable sampling methodology is not verified demand growth. Tie hiring analysis to the First Executive Hire Challenge Pack and the Adviser Brief Builder rather than a generic jobs portal.