Most photo repairs fail because three jobs get mixed into one sentence. The background is busy, the label is soft, and the crop is wrong, so the model guesses at all three and changes the product. I split the work into an order and I do not skip ahead.
First I crop to the subject and say what must not move: the logo, the count of items, the color of the liquid. Second I deal with the ground. If a cloth or a kitchen is fighting the product, I remove it before I recolor anything. Third I look at type. Small text gets a dedicated pass, and I only enlarge after the letters are already the point of the edit. Fourth I check edges at full size. Hair, glass, and thin straps are where a pretty preview hides a bad cut.
I write the order down because a catalog is a series, not a one-off. The same sequence on the next SKU keeps the lighting language and the label style from drifting. When a step needs a tool, I open it from the same place instead of hunting through tabs.
That place, for this set of repairs, is Bimg AI. I keep the prompts next to the pictures they belong to, and I rerun a step instead of stacking fixes on a file that already went wrong. One change, a look at the edge, then the next change. The order is the whole method.
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