Budgeting, LTV, and ROAS Across Models
Estimate retention and monetization by channel and country. When predicted LTV exceeds CPI or CPA thresholds, scale confidently. If uncertainty is high, favor models with flexible caps and short feedback cycles to control risk.
Budgeting, LTV, and ROAS Across Models
Set daily and campaign-level caps, define guardrail KPIs, and pause creatives that deteriorate quality. Use dayparting for regions with volatile performance. Review budgets weekly to reallocate funds toward consistently healthy unit economics.