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GPT Image 2 workflow guide

Ecommerce Product Images with GPT Image 2

Create product heroes, detail-page visuals, SKU images, size callouts, and benefit-focused product boards for marketplace and direct-to-consumer workflows.

Ecommerce operators, product marketers, marketplace sellers, and brand teams.

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ecommerce product images
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GPT Image 2 product images
Ecommerce Product Images GPT Image 2 example

Common tasks

Generate a product detail-page hero

Create a product color variant

Translate selling points into clean English callouts

Add dimensions, reminders, and feature labels

Recommended workflow

1

Keep the product stable

When the product structure matters, tell GPT Image 2 what must not change.

2

Separate hero, details, and SKU

Ask for one visual job at a time instead of one overcrowded image.

3

Write benefit callouts clearly

Short selling points work better than long paragraph copy inside the image.

4

Match the marketplace context

Specify whether the result is for Taobao, Amazon, Shopify, or a social ad.

Example outputs

Scene-based outputs and prompt pattern

These examples are organized by reusable workflow patterns, focusing on scene structure, constraints, and output direction.

Turn product facts into a structured sales image

Create an ecommerce product visual for the uploaded product. Keep the product structure accurate, then build a clean commercial layout with a hero view, detail callouts, size or material information, and a matching lifestyle scene. Use concise high-contrast labels, avoid overcrowded text, and separate hero image, detail page, SKU board, and feature board when needed.

Replace the subject first

Swap in your product, space, topic, or UI function while keeping the workflow structure.

Lock the constraints

State which shapes, text, ratios, materials, or spatial structures must stay stable.

Generate variants last

Run 2-4 directions from the same pattern, then refine the most stable result.

Pet mattress detail page

Create a long ecommerce detail page for a pet spine-support mattress with material layers, warm pet lifestyle scenes, a dog demonstrating comfort, and multi-angle product views.

Shows how product facts become a full detail-page story.

Open generator

Safety light feature board

Create a commercial product feature board for a safety exit light with green glow, suspended installation, and concise high-contrast callouts.

Useful for functional products where use context matters.

Open generator

Accessory SKU and size board

Create ecommerce SKU and size visuals for an adjustable strap, showing color variants, metal hardware closeups, and dimension information.

Good for marketplace listings with variants and specs.

Open generator

Three-view product board

Design a Taobao-style product detail image for a robot, showing front, side, and back views with price, features, details, and use scenes.

Works well for products that need structure comparison.

Open generator

Prompt templates

Prompt templates you can adapt

Try a template

Product detail page hero

Create a vertical ecommerce detail-page hero for this product. Show the product from multiple angles, highlight material, comfort, and core benefits, and use a warm lifestyle scene that fits the category.

Works well for long-form product detail pages.

Cross-border benefit image

Turn this product photo into a clean ecommerce benefit image. Use a neutral background, add concise English callouts, and keep the product shape unchanged.

Useful for Amazon-style product boards.

Size and reminder board

Add a clean dimension information area and a short buyer reminder under the product. Keep lines readable, use high-contrast text, and do not alter the product.

Use for dimensions, specs, and compatibility notes.

Common pitfalls

  • Do not ask for too much text inside one image.
  • If the product must remain exact, say so repeatedly and use image-to-image.
  • Make separate images for product hero, detail callouts, and SKU boards.

Start testing this workflow in GPT Image 2

Pick the template closest to your task, open the generator, and change the subject and use case first before adjusting style, ratio, and details.

Want a broader library of adaptable prompts? Browse the prompt library