gpt-image-2.5-for-e-commerce

How to Use GPT Image 2.5 for E-commerce

A prompt cookbook for creating e-commerce images with GPT Image 2.5 — listing photos, model try-on, product showcases, interaction scenes, and social commerce creatives.

🍌 Introduction

This repository shows you how to use GPT Image 2.5 to create e-commerce images — listing photos, multi-country main images, A+ detail visuals, model try-on, product showcases, interaction scenes, and social commerce creatives — at production scale.

Every case below is a recipe: an input product photo, the exact prompt to paste into GPT Image 2.5, and real output examples. Replace the {placeholders} with your product, language, country, and selling points.

If you find it useful, please give us a Star ⭐

[!NOTE] This repository focuses on reusable prompt templates for ecommerce creatives. Replace the placeholders inside curly braces before use, and adjust to fit your actual platform, market, language, product, material, model type, and selling points.

How to Use These Prompts

1. Pick a case below that matches your e-commerce goal (listing main image, model try-on, multi-angle product, A+ detail visuals, etc.).
2. Upload your product photo and copy the prompt from that case — replace {placeholders} with your product, language, country, platform, and selling points.
3. Run it on GPT Image 2.5 — either through the Evolink workflow UI for one-off creatives, or via the Evolink API for bulk SKUs and multi-language rollouts.

📑 Menu

• ✨ GPT Image 2.5: One Product, Three E-commerce Workflows

  • Change the Scene, Keep the Product
  • UGC-style Product Promotion
  • E-commerce Visuals for Different Language Markets

• 🍌 Introduction

• How to Use These Prompts

• 📑 Menu

• 🖼️ Ecommerce Listing Image Prompts

  • Case 1: Marketplace Listing Image Set
  • Case 2: Multi-Country Listing Image Set
  • Case 3: A+ Product Detail Visuals
  • Case 4: Bulk Amazon Listing Generation
  • Case 5: Bulk Product Main Image Replacement
  • Case 6: Bulk Listing Translation

• 👗 Model Try-On and Apparel Prompts

  • Case 1: Apparel Try-On Image Set
  • Case 2: Model and Pet Try-On
  • Case 3: Model Pose Expansion
  • Case 4: Model Swap with Appearance Control
  • Case 5: Reference-Based Model Replacement
  • Case 6: Background Concepts for Apparel Sales
  • Case 7: Accessory Try-On
  • Case 8: Nail Application
  • Case 9: Model Shoe Try-On

• 📦 Product Showcase Prompts

  • Case 1: Clean White Background Product Retouch
  • Case 2: Multi-Angle Product Views
  • Case 3: Material and Color Variants
  • Case 4: Smart Background Generation
  • Case 5: Background Replacement with Custom Description
  • Case 6: Reference-Based Product Background

• 🤝 Product Interaction Prompts

  • Case 1: Handheld Product Close-Up
  • Case 2: Generated Human Interaction Scene
  • Case 3: Reference Character Product Interaction
  • Case 4: Pet and Product Interaction

• 🛍️ Social Commerce Prompts

  • Case 1: Fashion Studio Sales Set
  • Case 2: Mirror Outfit Sales Video
  • Case 3: Gift Box Styling for Apparel
  • Case 4: Fresh Food Sales Scene Set
  • Case 5: General Food Sales Creative Set

• 🚀 Batch Generation via Evolink API

• 🙏 Acknowledge

✨ GPT Image 2.5: One Product, Three E-commerce Workflows

EvoLink-created examples using the same yellow skincare product: replace a photographed scene, create UGC-style promotion, and adapt visuals for different language markets.

Examples and images supplied by EvoLink · 2026-09-09

Product reference

Case 31: Change the Scene, Keep the Product

Replace the surroundings of the photographed product while keeping its shape, packaging and label consistent.

Prompt

Edit the supplied real product photograph. Replace only the surrounding scene with {scene_description}. Keep the product itself unchanged: preserve its exact shape, proportions, yellow packaging, cap, logo, label text, material and visible details. Match the new background lighting and contact shadows naturally. Do not redesign, relabel, duplicate or obscure the product.

Case 32: UGC-style Product Promotion

Create creator-style product demonstrations and a multi-market UGC campaign board from the product reference.

Prompt

Using the supplied white-background product photo as the product reference, create a UGC-style skincare promotion image for {target_market}. Show an adult creator naturally holding the same product in a believable everyday setting. Preserve the exact product packaging, color, proportions, logo and label. Use a casual phone-camera composition and natural lighting. If text is needed, use only {approved_copy} in {language}. Do not invent testimonials, certifications or product benefits.

Case 33: E-commerce Visuals for Different Language Markets

A Japanese listing image set, alongside localized social creatives for France, Spain, Korea, Taiwan and Thailand.

Prompt

Create an e-commerce image for {target_market} in {language}, using the supplied white-background product photo as the reference. Preserve the product shape, color, packaging, logo and label. Build a clear {asset_type} layout with a prominent product, readable local-language typography and {approved_product_copy}. Adapt the composition to the target market. Use only supplied product facts; do not invent specifications, ingredient claims or endorsements.

🖼️ Ecommerce Listing Image Prompts

Case 1: Marketplace Listing Image Set

Prompt:

Generate a {platform} listing image set for {country} in {language}. The product is {product_name}, and the selling points are {selling_points}.

[!NOTE] Replace {platform}, {country}, {language}, {product_name}, and {selling_points} before use. This template fits Amazon, eBay, AliExpress, TEMU, SHEIN, TikTok Shop, Shopee, Lazada, Mercado Libre, Walmart, Etsy, Rakuten, Coupang, Shopify, and similar marketplaces. The agent will plan platform-appropriate listing assets such as clean white-background images, size diagrams, multi-angle views, lifestyle scenes, selling-point images, and material details.

Example 1: Solid Wood Dining Chair

Example 2: Sport Water Bottle

Example 3: Sport T-shirt

Case 2: Multi-Country Listing Image Set

Prompt:

Generate a {platform} listing image set for {country} in {language}.

[!NOTE] Replace {platform}, {country}, and {language} before use. Use this shorter pattern when you want the model to infer the best listing layout automatically.

Example 1: Purple Polka-Dot Dress

Example 2: Cordless Vacuum

Example 3: Christmas-Theme Phone Case

Case 3: A+ Product Detail Visuals

Prompt:

This is a {product_description}. Generate A+ detail visuals for {country} in {language}.

[!NOTE] Replace {product_description}, {country}, and {language} before use. Example: "This is a box of coffee beans. Generate A+ detail visuals for the US in English." Useful for product storytelling, feature breakdowns, usage scenes, and premium detail-page layouts.

Example 1: Premium Tea Gift Box

Example 2: Natural Glue Stick

Example 3: Bubble Tea Drink

Example 4: Sony A7 Exploded View (Community, by @iamaiistudio)

[!TIP] Community reference from a recent public GPT Image post. The source tweet only shared the output image.

Observed prompt:

Detailed exploded-view diagram of a Sony A7 mirrorless camera, with all internal components separated and clearly visible, each part labeled with its name. Technical product illustration style, clean white background, precise and informative layout.

Example 5: Architectural Product Catalog Page (Community, by @iamaiistudio)

[!TIP] Community reference from a recent public GPT Image post. The source tweet shared the prompt and output image.

Observed prompt:

Create a vertical 3:4 product design catalog page with a warm neutral paper-like background.

Top section - lifestyle hero shot: place the product (use the uploaded image as the exact reference, preserving its form, proportions, materials, and identity without redesign) center-dominant with generous whitespace. Setting is a minimal architectural interior with a textured plaster wall and subtle concrete/stone floor. Lighting is natural sunlight angled from the side, soft but casting high-contrast shadows. Render in editorial lifestyle photography style, high realism, warm and muted color grading.

Bottom section - technical specification panel laid out in a clean modular grid:
- Bottom left and center: orthographic architectural line drawings showing front view, side view, and three-quarter cutaway/profile view. Lines in muted red or sepia, fine technical weight, with minimal editorial measurement and construction callouts.
- Bottom right: 3-4 material swatch samples derived from the product's actual materials (fabric, leather, metal, wood, or plastic as applicable), in square or rectangular format with small editorial captions.

Typography: minimal editorial style, subtle captions only, no large headlines, soft black or dark brown.

Overall mood: design catalog / product design journal - architectural, premium, calm. No clutter, no bold colors, no heavy branding, no decorative graphics, no perspective distortion in the technical drawings.

Example 6: Reverse Disintegration Product Ad (Community, by @iamaiistudio)

[!TIP] Community reference from a recent public GPT Image post. The source tweet shared the prompt and multiple output variations; a representative watch composition is shown here.

Observed prompt:

[PRODUCT] reassembling in midair from scattered pieces, reverse-disintegration effect, mechanical precision, each component suspended at a different depth, dark void background, high-concept product advertising, cinematic VFX.

Case 4: Bulk Amazon Listing Generation

[!NOTE] Use this when you need to generate listings in bulk across multiple SKUs of the same category. Per-language batch runs are not yet supported.

Case 5: Bulk Product Main Image Replacement

Input: Upload the source product image and the target listing image set.

Prompt:

Replace the product in image 1 across images 2–7. Only the swapped product changes; keep everything else identical.

[!NOTE] One-shot recreation of a viral listing — swap the product without redesigning the layout. Useful when many SKUs reuse the same creative style.

Example 1: Globe Ambient Lamp (swapped into the mushroom-lamp viral set)

Example 2: Wooden Bedside Table (swapped into the red cabinet viral set)

Case 6: Bulk Listing Translation

Input: Upload all listing images that contain text.

Prompt:

Translate the text in all images into {target_language}.

[!NOTE] Replace {target_language} before use. Example: "Translate the text in all images into English." Batch-translates listing copy across languages while preserving the original layout — perfect for one-click global rollout.

Example 1: Cabinet Listing (ZH → EN)

Example 2: Cabinet Listing (multilingual batch translation)

👗 Model Try-On and Apparel Prompts

Case 1: Apparel Try-On Image Set

Prompt:

This is a {apparel_type}. Generate a try-on image set for {country}.

[!NOTE] Replace {apparel_type} and {country} before use. Example: "This is a dress. Generate a try-on image set for the US." Works for dresses, tops, outerwear, kidswear, and any apparel category that needs commercial try-on display.

Example 1: Green Floral Dress