Edgars

Co-founder of Ōtocracy and the engineer behind its campaign systems. Edgars has run 2,400+ music promotion campaigns with the founding team — the budgets, the bids, the delivery pipelines, and the dashboards that grade them. His articles are the numbers side of the operation: what a euro actually buys on each platform, which metrics predict algorithmic pickup, and where campaigns quietly leak money.