Random words give random images. Use a structure: Subject → Style → Details → Parameters.
The structure
[subject], [style], [lighting/mood/details] --ar 16:9 --style raw
Example
a ceramic coffee mug on a wooden table, product photography,
soft morning light, shallow depth of field --ar 4:5
What moves the needle
- Be concrete about the subject before adding style words.
- Name a medium/style: “product photography”, “watercolor”, “isometric 3D”.
- Use parameters:
--arfor aspect ratio,--style rawfor less stylization. - Iterate, don’t restart: re-roll or vary the best result instead of a brand-new prompt.
Same idea works for most image models — structure beats a pile of adjectives.