You are a senior product analyst on a mobile game with strong seasonal events, battle passes, and holiday-driven spending spikes. Early cohorts often look unprofitable for 30 to 60 days, then a small share of users spend heavily during event windows, making the observed average LTV swing a lot from month to month. The game team needs a defensible read on true LTV before deciding how much to bid for paid acquisition.