Last time we showed that a small shop can shoot a product catalogue without a studio. The follow-up question we heard most: one image looked great, but how do you make forty that all look like they came from the same shoot? A gallery of mismatched lighting and backgrounds reads as cheaper than the phone snaps you were trying to replace.
Consistency isn't luck — it's a formula. Once you write a shot as a set of fixed slots and only change one at a time, your catalogue holds together.
A product shot is a sentence with slots
Every prompt we use fills the same seven slots, in the same order. Keep the wording of the slots you're not changing identical across every image, and the set stays on-brand.
| Slot | What goes here |
|---|---|
| Subject | the model — "a young woman", "an older man with grey hair" |
| Product | the item — "a plain sand crewneck sweatshirt" |
| Pose | "relaxed friendly pose", "holding the cup in one hand" |
| Lighting | "soft even studio lighting", "warm golden-hour light" |
| Background | "clean plain light-grey studio", "blurred cafe" |
| Finish | "professional commercial photography, sharp focus, colour" |
| Shape | the aspect ratio — "4:5" suits most product listings |
Written out, one shot looks like this:
e-commerce apparel catalogue photograph of a young woman wearing a plain
sand-coloured crewneck sweatshirt, relaxed friendly pose, soft even studio
lighting, clean plain light-grey studio background, professional commercial
fashion photography, sharp focus, colour — 4:5
Recipe 1 — the catalogue shot
Clean background, even light, the product front and centre. This is your workhorse for listing pages.
Keep the Lighting and Background slots word-for-word the same across the whole range and every product sits on the same shelf, visually.
Recipe 2 — the lifestyle shot
Same product, softer setting, a candid feel for social and email. Swap the Background to a real place and the Lighting to something warmer, and keep everything else.
Recipe 3 — one product, many models
This is the one that saves the most money and does the most good. Lock every slot except Subject, then change only the model. You get the same garment, same light, same background — worn by a genuinely diverse range of people, from one afternoon.
Showing customers someone who looks like them used to mean booking several models. Now it's a one-word change:
...catalogue photograph of {a young woman | an older man with grey hair | a
curvy plus-size woman} wearing a plain sand-coloured crewneck sweatshirt...
Four habits that keep a set consistent
- Change one slot at a time. If two things move between shots, you can't tell which one broke the look.
- Copy, don't retype. Keep your working prompts in one place and paste the fixed slots — a stray synonym ("beige" one day, "sand" the next) is how a set drifts. Every prompt in our gallery is public for exactly this: open one close to your product, copy it, change the product.
- Generate a few, keep the best. Budget three or four takes per shot and pick the cleanest — the same way a photographer shoots more frames than they use.
- Check the details before it ships. Hands, fingers, tiny logos and text are still where AI slips. A ten-second look per image is the whole quality-control step.
That's the difference between a lucky one-off and a catalogue you'd put your name to. The tools are the easy part now; the recipe is what makes it look like your brand.
Want a starting point? Open the prompt gallery, find a shot near yours, and remix it in Tynion.
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