No, most people don't know GPS can be spoofed, or at best think of it as a nation-state level action. I'd be surprised if you got less than 100% of non-tech people saying that if GPS contradicts a video then the video is faked.
LOL!
Everybody who has played Pokemon Go knows it can be spoofed!