GPT Image 2 Prompts for Image Editing

Structured GPT Image 2 prompts for clean image generation, reference-guided editing, product visuals, text-aware layouts, and campaign stills.

image

GPT Image 2GPT-4o Imagemodel prompt

Best for

Product images
Reference edits
Video source frames

Workflow

Use this prompt in a real workflow

This template is for Use GPT Image-oriented image generation and editing guidance. Confirm the input, output ratio, and publishing context before you generate.

Inputs: Start with a text prompt.
Output planning: png, jpg, webp; aspect ratios: 16:9, 9:16, 1:1, 4:3, 3:4, 3:2, 2:3.

gpt-image-2-generatorOpen the matching VisioArt workflow Text to ImageOpen the matching VisioArt workflow gpt-4o-imageOpen the matching VisioArt workflow

Customize variables

Fill the placeholders and the prompt updates live.

Product, person, or scene*Required details*Lighting style*Ad, thumbnail, product page, or source frame*

Prompt

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Create a polished GPT Image 2 campaign image for [product, person, or scene]. Preserve [required details], improve composition, use [lighting style], keep materials realistic, maintain clean edges, make any text short and legible, avoid extra logos, deliver a high-resolution image suitable for [ad, thumbnail, product page, or source frame].

Complete required fields: Product, person, or scene, Required details, Lighting style, Ad, thumbnail, product page, or source frame

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