The header image is mostly enough, yes. But i had a few games that had a very cheap header image but were absolute ok/good games where i questioned myself why they invested such a low work in the header image creation.
Because of that i always check the store page AND if i see a "known name", atomic fabrik as example too, i known, "direct to the hide list" :D