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2026-04-24 · 5 min read

Best GPT Image 2 Prompts for Text Rendering

Prompt patterns for GPT Image 2 text rendering in posters, cards, labels, packaging, infographics, and social graphics.

Keep text short and placed

GPT Image 2 can render readable text, but prompt discipline still matters. Short exact phrases work better than long copy blocks, especially when the prompt names the type style and placement.

Use phrasing like: 'large title text "MIDNIGHT RUN" at the bottom in condensed serif type' or 'small label "ORGANIC HONEY" centered on the jar'.

Separate text from atmosphere

Do not bury the required words inside a long style paragraph. Put exact text requirements in their own sentence so the generator treats them as constraints.

For posters and packaging, describe the hierarchy: main title, subtitle, badge, footer, logo area. This gives the model a visual map.

Use templates for repeatable formats

Trading cards, movie posters, yearbook portraits, and product ads all need predictable typography. A template gives GPT Image 2 a reusable structure before you add your subject.

If the first result is close but not perfect, regenerate with fewer words and stronger placement instructions instead of adding more decorative style terms.

Try these prompts in the generator

Use the homepage prompt box or a dedicated template to turn these GPT Image 2 ideas into posters, cards, ads, portraits, and product shots.

Open generator