AI will quietly change your product. Then make it look gorgeous. Last week I was
By Jaspinall · November 5, 2026 · Curated by George's Blog
AI will quietly change your product.
Then make it look gorgeous.
Last week I was redoing images for an outdoor product that gets installed a specific way. The photos looked dark and flat next to everything else in the category.
The fast move was obvious. Prompt a few fresh lifestyle scenes from nothing and call it a day.
I won't do that with a product that has a real installation. AI fills in what it can't see, and on a listing, accuracy is the one thing you can't trade for a prettier picture. If the photo shows something the box doesn't, the buyer finds out at their front door.
So the AI got three things from me.
Our real product photo.
Two high-end competitor shots, only for the light and the mood.
One plain ask. Give me two or three versions of our image that borrow that bright, airy, buttoned-up feel.
The first pass got about half of it right. Blue sky, trees, way more light. It also put part of the scene on the wrong side of the product, which broke the whole reason someone buys it.
I didn't start over. One correction in plain words fixed it. Move everything to the correct side and keep the rest exactly as it is.
Then I told it to remember everything we did in that session, so the next batch starts from what good looks like instead of a blank prompt.
Accuracy can still take a small hit with this method, even when you start from the real photo. So the client signs off on accuracy for one image before I roll the look across the rest of the set. One approval up front beats redoing a whole set later.
The image below is a generic example of the same move. Dark real photo on the left. Same product, borrowed light, on the right.
If your product has hardware, moving parts, or a specific way it gets used, this is the order:
Real photo first. References for the vibe. Fixes in plain words. Sign-off before you scale it.
Start from the photo of the thing you actually ship. Let AI handle the light.
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