"Asustadizo" y "de miedo." What’s the difference?

I was watching a Spanish twitch streamer play a horror game and I was trying to describe the music as scary. I ended up saying "la musica 😖de miedo" but I'm not sure if asustadizo/a might have sounded more correct.

How do they sound different to a spanish speaker?