If it is a particularly good (or bad) photo,
I will examine the EXIF information that is embedded in all digital camera photo files.

That gives all the exposure data (shutter speed, etc) and it will let you know if it has been Photoshopped.

Not all photos you find posted on the internet will have EXIF information. Some editing programs will remove EXIF data.