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Editing prompts are different from generation prompts. Twelve reusable patterns for backgrounds, removal, product shots, outfits, light and style — plus the mistakes that cause unwanted changes.

How to turn phone photos of products into clean listing images and lifestyle shots with AI editing — the input photo, prompts by category, marketplace rules, and an accuracy checklist.

Change the light in a photo after it was taken. The vocabulary of light — direction, quality, color, contrast — and prompts for portraits, products and scenes, plus the limits of AI relighting.

Remove people, cables, clutter and stray signs from photos by naming them. What AI inpainting can and cannot reconstruct, how to phrase removals, and when to crop instead.

A practical guide to changing photo backgrounds by describing the new scene: how it works, prompts that hold up, the edges that fail, and how to keep a set of images consistent.

Generating a new image and editing an existing photo solve different problems. A decision guide with examples, the trade-offs of each, and how to combine them.