GPT Image 2

Browse sample poster results on the right, then tap one to load that prompt back into the generator on the left.

GPT Image 2 outfit upgrade template overview with before and after style report cards

Turn portraits into style reports

Use structured prompts for identity-preserving outfit upgrades, readable labels, palettes, and styling callouts.

Keep the same person

Preserve face, age impression, hairstyle, body proportion, and natural temperament.

Upgrade the full look

Improve silhouette, proportion, layers, accessories, shoes, and camera presence.

Use localized report text

Generate sample boards with short labels in the viewer language.

Reuse practical prompts

Change the person, city, palette, occasion, and style direction without rebuilding from scratch.

How to create a style report

Choose a template, edit the variables, then generate a polished GPT Image 2 report.

Choosing an AI outfit upgrade prompt template from a visual template grid

Choose a report template

Start from a visual prompt template for clean fit, City Boy, date walk, or localized outfit boards.

Editing reference image and outfit style variables before generating a GPT Image 2 report

Edit the styling variables

Replace the reference person, style direction, city context, palette, language, and occasion.

Generated AI outfit upgrade report with prompt context and refinement variants

Generate and refine

Create the Before/After report, inspect the result, then reuse the prompt for another version.

Outfit upgrade template FAQ

Practical notes for using GPT Image 2 outfit upgrade prompts.

Create a style report

Load a prompt, add a reference image, and generate your outfit upgrade draft.