How We Stabilized Late-Stage Scaling for MusicCam (CPA -40%, ROAS +100%+)
Late-stage crowdfunding scaling often breaks when budgets rise. We decomposed channel/creative/audience data, expanded creative capacity, and used stepped budget tests to reduce CPA by 40% and lift ROAS by 100%+.
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