Reference only · Layout control
The design stays coherent when the brief gets specific
A long, art-directed prompt becomes a controlled poster with readable sections, repeated geometry, and a consistent visual language rather than a collection of unrelated effects.
Reference source · OpenAI OpenAI ChatGPT Images 2 image-generation release examples
Detailed instruction following for designed assets
Write the subject, hierarchy, camera or crop, materials, palette, and exact copy as one visual brief. GPT Image 2 is designed for complex visual tasks where the output must be accurate, readable, on-brand, localized, and formatted for a destination surface rather than merely attractive at first glance.



