Yeah, you won't get two items DOA like that, it tells your something else is the cause.
First, make sure every single plug is connected... the CPU has a 4 or 6 pin plug, the motherboard has its own plug, the GPU likely has its own plug, etc. Make sure they're all fully seated too.
Then...