Over-the-shoulder vehicle view

Start with the right photo.

Over-the-shoulder vehicle view: use the complete internal blue coupe reference with visible body lines and wheels. Other vehicles have not been tested.

What to expect

Over-the-shoulder vehicle view.

Keep an eye on

Anonymous fictional observer added. Shoulder occupies more foreground than requested, but the vehicle remains visible; distinct from POV.

Make it yours, step by step.

1. Adjust the recipe to describe your subject and preferred background.
2. Copy the complete recipe, then open ChatGPT.
3. Upload your photo in ChatGPT and paste the recipe. The short code alone is not an official command.
4. Inspect identity, text and proportions. Ask for a targeted correction if needed.

Choose the change deliberately.

The shoulder creates a foreground frame and a sense of an observer looking toward the subject. That observer is fictional and should not be mistaken for a person present in the original photograph.

Review and refine the result

Check how much of the vehicle the shoulder hides. Reduce foreground size if the subject loses prominence. Inspect added anatomy and avoid details that imply a real person's identity.

A related direction, and why

/POV — A first-person viewpoint removes the visible observer and can involve a larger reconstruction of the surrounding scene.

These are editing suggestions, not additional test observations. Read the practical guide or use the before/after checklist.

Where this effect helps — and its limits.

Anonymous fictional observer added. Shoulder occupies more foreground than requested, but the vehicle remains visible; distinct from POV.

Input advice and use cases are editorial guidance, not additional test results.

Notes from recorded tests.

These notes describe the named runs, which may use a different subject from the comparison above. They do not guarantee results on another input or a future model. See our testing method.