The .exe is the primary executable file; without it, the game cannot run.
The file name might appear as GTA5.exe (Capital letters) or gta5.exe . Both are the same file. gta5.exe file location
If the file is missing or corrupted, you may need to "Verify Integrity of Game Files" through your launcher settings to restore it. gta5.exe file location