Generated images are not wrong at random. Because the tool produces something in the neighbourhood of the request rather than an exact rendering, the mistakes cluster in the places where “close” is not good enough and those places are predictable enough to make a checklist out of.
Sixty seconds, four zones. It is the difference between publishing a good image and publishing one with five fingers too many in the corner.
Words. Text rendered inside an image is a known weak spot across image generators. Read every letter, and for anything where the wording matters, generate without text and add it yourself.
Counts. Exactly three of something, or a specific arrangement, gets approximately followed. Count anything countable rather than assuming.
Hands and extremities. Fingers, teeth, ears, legs of furniture, the number of wheels. These are the details that make people say “something is off” without knowing why.
Anything real. A specific product, building, logo or person comes back as a convincing relative. If your audience knows what it should look like, they will spot it and this is also where using a real photo stops being optional.