Your question is Demand Forecasting With Gaps. Take a moment with it on the right.
Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).
Explain your process for forecasting demand when faced with incomplete historical data.