Prompt-faithful layouts, product shots, and illustrations with precise composition.
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Enter a prompt and click Generate
Browse GPT Image 2 examples for editorial layouts, diagrams, product images and prompt-faithful illustration. Click a result to load its full production prompt into the generator.
GPT Image 2 is the precision-first model in this generator. It handles long instructions, object counts, relative placement, typography and structured layouts with fewer compromises, which makes it useful for magazine covers, infographics, clean product shots and image edits where the written brief must stay in control.
Three objects means three, top-left means top-left, and "leave room for a headline" leaves room. Specific briefs land closer on the first try.
Magazine covers, poster grids and title cards come back as compositions with real margins and hierarchy, not a picture with text dropped on top.
Labelled blocks, arrows, legends and captions hold their structure, which makes it the one to reach for when the image has to explain something.
A single object, even lighting, a soft contact shadow and a genuinely white background — the e-commerce shot most models over-decorate.
Isometric scenes, editorial spot art and two-colour vector styles stay consistent across a set, so a whole page of them looks like one commission.
Pick 1:1, 16:9, 9:16, 4:3 or 3:4 before generating and it frames the shot for that, rather than you cropping it afterwards.
When the brief is specific — object counts, relative placement, typography, or a structured layout — GPT Image 2 is the model that reads it carefully. It is the right choice for covers, diagrams, and any image where the instructions must stay in control.
A structured prompt pays off here. Separate what the image contains from how it is arranged and how it should look, then lock any required text or counts.
Write “exactly four blocks connected left to right” or “one chair centered below the headline”. Concrete relationships make instruction following measurable.
Describe the subject first, then the page hierarchy or camera framing, and finish with medium, palette and lighting. This prevents visual style from obscuring the brief.
Put exact text in quotation marks, say where each line belongs and prohibit extra words. Short, deliberately placed copy is more reliable than an open-ended request for a poster.
Try the same prompt with another AI image model.
What people ask before their first image on GPT Image 2.
The more specific you are, the closer the first render lands.