Definition
an attempt to guess something with little to no prior information or knowledge about the subject.
I have absolutely no idea what the answer is, so I'm just taking a shot in the dark.
They had no evidence, so their accusations were just a shot in the dark.
Applying for this job is a shot in the dark, but I'll give it a try anyway.