Time Resolution Changes in Time Series Forecasting
I would do two separate analyses:


By day for six months
By month for the last 36 months (with the most recent 6 aggregated)


The 36 month analysis will be important for catching annual trends you wouldn't be able to see with the daily data, but you'll have a lot more fine-grain with the daily analysis to catch quarterly, monthly, and weekly cycles.