Start from the ecommerce job
Decide whether the team needs a product photo, background replacement, ad variant, marketplace image, repair pass, or review checklist.
workflow avant outil
How Visual Skill Kit works for ecommerce AI product visuals.
Visual Skill Kit helps ecommerce teams plan AI product photos, copy safer prompts, choose generator workflows, and review generated visuals before publishing.
Direct answer: Visual Skill Kit is a workflow, prompt, checklist, and review resource. It is not an image generator, not a tool ranking site, and not a legal or marketplace policy service.
Lock the source product facts
Treat the product photo, packshot, or approved render as the source of truth for shape, label, logo, color, material, scale, claims, and included accessories.
Choose the AI workflow
Route the job to prompt examples, product photography, generator decision guide, background replacement, repair, or product truth QA.
Review before publishing
Use the Product Truth Scorecard to decide whether the image can publish, needs local repair, or should be rejected.
Boundaries
What Visual Skill Kit does not claim.
- Visual Skill Kit is not an AI image generator.
- Visual Skill Kit does not rank one tool as best for every ecommerce job.
- Visual Skill Kit does not provide legal, platform-compliance, or rights-clearance advice.
- Marketplace rules, ad policies, and product-specific claims still need external review.