That’s where I’ve heard them talk about it being placed; sure, but nuclear-hardened bunkers are not typically built quickly if they want to stay nuke-proof. There’s also a few other backup plans that used to be publicly available.

https://en.wikipedia.org/wiki/Presidential_Emergency_Facility Yeah, here’s the wiki; also TIL they call Camp David “cactus” here.