I've always only mainly shopped at Rough Trade, Sister Ray and Flashback.

Are there any other decent record stores (not second hand) that are worth visiting with a good selection of genres within alternative/rock/indie?

I've always thought that for its size and reputation London lacks record stores... Might just be me though.