A creator wants to adapt a reference image into a ChatGPT image generation or editing brief.
use the reference image as visual direction for ChatGPT image generation or editing: describe the main subject, preserve material and camera angle, improve lighting, simplify background, create original commercial composition, avoid protected logos, keep product shape stable, specify output crop and usage context
copy protected packaging, fake logo, unsupported claim, vague edit request, missing output size, no preservation instructions
ChatGPT image workflows need clear edit intent and preservation rules, not only style adjectives.
ChatGPT image prompt from reference: say what to preserve and what to change. That is the whole trick.