I've run into this a few times and waffle on if to purchase the music or not.
If it's just a song on one album I might buy the song...unless I dig the other band, which may lead me to just buy the whole album. Usually it is a surprise to me when I find an artists I really like on someone else's album. I'm a huge Doro fan and have all of her solo albums. I've also purchased the odd track she sings on (usually a duet with another artists). So I have a song with her singing with U.D.O, and another one where she sings with the band Sister Sin, but didn't purchase the entire album for either band.
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"I used to be indecisive.......... Now I'm not sure."