GPT Image 2 prompt library
GPT Image 2 is the model to reach for when the image needs to carry words: ad layouts, packaging, posters, UI. It follows detailed instructions and renders typography cleanly. Be explicit about layout, exact copy in quotes, and hierarchy, and it will build a composed graphic rather than a vague illustration.
How to write great GPT Image 2 prompts
Four rules that make the difference between a flat result and a usable one.
Put every word you want rendered in quotes and state where it sits. GPT Image 2 handles typography better than most models, so use it for anything with copy.
Describe the composition explicitly: "headline top-left, product centred, price pill bottom-right". It follows layout instructions closely.
Name the format (poster, story ad, packaging), the palette, and the mood. It responds to design language, not just photographic language.
Generate, then refine in words ("make the headline larger, move the product down"). It handles instruction-based edits reliably.
6 GPT Image 2 prompts to copy
Tap copy on any card, paste it into DesignerBox, and generate. Tweak the details to fit your product.
Story ad with headline
Ad creativeA vertical 9:16 social ad on a flat near-black background. Centred product photo of a cream cosmetics jar. Bold white headline at the top reading exactly "Skin, upgraded" and a magenta pink pill button at the bottom reading exactly "Shop the ritual". Clean geometric sans-serif, generous spacing, premium minimal layout. Render text crisply.
Packaging mockup
PackagingA matte kraft coffee bag standing on a wooden shelf, front label reading exactly "DAYBREAK ROASTERS" with a smaller line "Single Origin, Ethiopia", warm minimal branding in brown and cream, soft daylight, realistic product photography with legible packaging text.
Event poster
PosterA modern editorial poster on a deep violet background, large centred title reading exactly "DESIGN WEEK 2026", a subtitle below reading "Talks, workshops, showcase", a small date line "May 14 to 18". Clean grid layout, high contrast white type, restrained accent shapes, print-ready design.
Feature graphic, app
UIA clean app feature graphic on a soft gradient-free light grey background, a floating device showing a photo editing interface, headline to the left reading exactly "Studio shots in one tap", concise supporting line beneath, balanced whitespace, crisp legible UI text.
Menu board
SignageA cafe menu board with a chalk-on-slate look, heading reading exactly "TODAY", three items with prices reading "Flat White 4.0", "Cortado 3.5", "Cold Brew 4.5", tidy hand-lettered style, warm even lighting, fully legible text.
Comparison infographic
InfographicA minimal two-column comparison graphic on white, left column headed exactly "Before" with a plain product shot, right column headed exactly "After" with a styled scene, a thin divider between, clean sans-serif labels, restrained pink accent, crisp legible headings.
More prompt packs
Packs that pair well with this one.
GPT Image 2 prompts, answered
When should I use GPT Image 2 over Nano Banana or FLUX?
How do I get exact text in the image?
Can I refine a layout after generating?
Where do I run these prompts?
Run these prompts in DesignerBox
Copy any prompt above, then generate it with the model of your choice. Free credits to start.
