To blow money on something is to spend money on it foolishly or wastefully.
Example
A: Did you buy that expensive speaker?
B: Sadly, yes. I blew money on it after watching one advert.
Tell it apart
She splashed out on a good laptop.
She blew money on a novelty laptop.
