Input

Core inputs include product name, product description, key selling point, target platform, target market, image use, aspect ratio, visual style, background, scene notes, and variant count. Product name is required. Product description and key selling point should cover material, color, structure, size, use case, target buyer, and packaging when relevant. Platform options include Amazon, Google Shopping, Shopify, TikTok Shop, and Meta Ads. Image uses include white-background main image, lifestyle scene, product page hero, social ad creative, and marketplace secondary image. Aspect ratios include 1:1, 4:5, 16:9, and 9:16. Variant count supports 1-3 outputs.

Output

The tool returns generated image results. Each image includes imageUrl, generation prompt, model name, fallback status, and variant number. The page displays image previews, generation time, output size, download buttons, and prompt copy buttons. Users can download images for editing or copy prompts for reuse in another design workflow or another generation pass. A review note reminds users to check product shape, color, logos, packaging text, brand rights, and target-platform image rules before publishing.

How it works

When the user clicks Generate, the frontend verifies that product name exists, then sends product facts, platform, image use, ratio, visual style, background, scene notes, and variant count to /api/ai-product-image-generator. The server maps the ratio to an image size and builds one prompt per variant. Each prompt tells the model to create a plausible product image from the text brief, avoid rendering the product name as visible image text, and avoid price tags, discount badges, watermarks, fake brands, or unrelated UI copy. The server generates up to 3 images in parallel and returns image URLs, prompts, model metadata, and elapsed time. On failure, the page keeps the form data and shows an error.

Supported modes

• Product brief text input
• Target platform selection
• Image use selection
• 1:1 / 4:5 / 16:9 / 9:16 ratios
• Visual style and background selection
• 1-3 variant generation
• Image download
• Prompt copy

Handmade ceramic cup product image example

Product name: Handmade ceramic cup
Description: off-white glaze for coffee and hot beverages
Key selling point: handmade glaze, gift-ready look
Target platform: Shopify product page
Image use: Product page hero image
Ratio: 4:5
Visual style: Premium DTC brand photography

The tool generates 2 product images: one ceramic-cup hero image on a light home tabletop and one natural-light coffee-use scene. Each image includes a download button and the prompt used for generation.