New customer CAC
Spend / new customers. The bellwether metric. Track weekly. If it creeps up, dig in immediately.
First-order margin
Revenue - COGS - ad cost, first order only. If this is positive, you have a working model.
60-day LTV
Revenue from customers acquired 60 days ago, to date. Shortest LTV proxy that's actionable. Leading indicator of annual LTV.