Bandcamp is my go-to for buying music nowadays - artists make the most money from there, and there are thousands of smaller artists there that you won't find anywhere else. Unfortunately, many large artists aren't there, so you might still need to buy from Amazon music or another online marketplace, but, it's a start!
