01
Start with a real product photo
Each workflow begins with an actual product image, not a text-only concept. The reference photo gives us a real colour, shape, print, texture, stitching and construction to preserve.
ListingReady methodology
How ListingReady Tests AI Image Workflows
ListingReady workflows are built around real product-image tasks. We test whether the prompt creates the intended e-commerce image while keeping the original product accurate and recognisable.
02
Test the complete prompt
We test the full copy-paste prompt using the model and settings shown on the workflow page. The goal is to reproduce the intended listing image without requiring the user to write or restructure the prompt.
03
Check product preservation
We review whether the generated image preserves the original product colour, print, stitching, texture, shape and proportions. A visually attractive result is not considered successful when the product itself has changed.
04
Record common failures
Problems found during testing are documented in the Common Mistakes section. These can include colour shifts, altered prints, incorrect garment proportions, invented details or unrealistic fabric texture.
05
Create correction prompts
Specific Fix Prompts are written for the issues discovered during testing. These correction instructions help users repair a result without restarting the entire workflow.
06
Publish the tested workflow
The finished workflow is published with its complete prompt, recommended AI, exact settings, example result, testing information, common mistakes and correction prompts.
Our publishing standard
ListingReady does not publish untested prompt ideas. Each workflow is designed around a real product-image task and includes practical correction prompts based on common AI-generation failures.
Explore the tested workflows
Choose a product type and open the complete prompt, settings and correction instructions.