GPT Image 2.5 prompts that actually work
Verified against OpenAI documentation on 2026-09-09
48 prompts across six kinds of work, each with the model, quality and size that produced it. Copy one, or send it straight into the studio and change a word.

poster prompts
Posters live or die on two things: the layout you asked for and whether the title rendered correctly. These GPT Image 2.5 poster prompts describe the grid first, then the style, and keep every headline short and inside quotation marks. Copy one, swap the words for your own, and change the print process if you want a different surface.
8 prompts

product photo prompts
A product photo prompt is really a lighting diagram written in words. These GPT Image 2.5 product photo prompts name the camera and lens, state where the light comes from and how hard it is, then describe the surface the object sits on. Change the object and keep the lighting language, and you have a repeatable studio setup.
8 prompts

UI mockup prompts
Interface mockups fail in predictable ways: the wrong device frame, invented placeholder text, and a type hierarchy that flattens into one grey blur. These GPT Image 2.5 UI mockup prompts fix all three by naming the viewport, writing real product copy in quotation marks, and describing the size relationship between heading, label and body. Swap the product and keep the structure.
8 prompts

comic and storyboard prompts
Sequential art asks for something a single image never does: the same character has to survive from panel to panel. These GPT Image 2.5 comic and storyboard prompts state the panel count and the reading order first, repeat one fixed character description word for word, then give each panel its own shot. Keep the repetition even when it feels clumsy, because that is what holds the character together.
8 prompts

infographic prompts
An infographic is only useful if the numbers on it are yours. These GPT Image 2.5 infographic prompts hand the model the actual values, name the chart type outright, and put every axis label and legend entry inside quotation marks. The palette stays small on purpose, because a chart with four colours communicates and a chart with twelve decorates.
8 prompts

packaging and typography prompts
Packaging is typography with a fold in it. These GPT Image 2.5 packaging and typography prompts quote every word that appears on the pack, name the print finish that gives the surface its character, and describe the panel structure before the artwork. Work in flare while you explore the shape, then move the final piece to sunburst where the copy has to be right.
8 prompts