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How to make AI photograph a complicated product correctly

The six shots a product page needs, from one photo of your product, and the sentences that stop AI redesigning it along the way.

By Anne Reyes · · 7 min read

Simple products photograph themselves. A candle, a tote, a jar of cream. You can hand almost any AI tool a rough phone shot and get something usable back, because there is not much to get wrong.

Then there are the other ones. Anything with hardware, hinges, a clasp, a strap, a mechanism, two materials meeting at an edge. Anything a customer wears. Ask for those and you get an image that looks expensive and is quietly the wrong product: a buckle that has moved, a strap that passes through an arm, a frame that has grown a third temple. Nobody on your team can say what is wrong. Everyone can tell something is.

This guide is the fix. One photo of your product goes in. Six shots come out, all of the same product, ready for the page. The hard part is not the tool, it is four sentences most people never think to write.

Oversized tortoiseshell and gold aviator sunglasses photographed flat and straight on against a soft pale studio backdrop

The front viewBuilt from a photograph of the real product, not from a description of one. The photograph is a phone shot taken on the arm of a chair, and it is a few paragraphs down.

What is inside The four prompts, in plain English with brackets to fill in. The two sentences that make a worn product sit on a body correctly. The one word that stops AI growing extra parts. And the habit that keeps shot six looking like shot one.

The whole thing on one page

StepWhat you doHow long
1Photograph your product once, on your phone5 min
2Paste prompt 1. Ask for all six shots in one go10 min
3Add the fit and scale lines for anything worn2 min
4Fix what is off, one thing per message15 min

What you need before you start

  1. Claude. That is the whole stack. No studio, no photographer, no retoucher.
  2. One clear photo of your product. Two if it has a side worth seeing. Phone is fine.
  3. A decision about your two detail shots. Which two parts would a buyer zoom into before paying? That is what they are.
  4. Ten minutes of looking. Judging the result is your job and it is the only part that cannot be handed over.

Step 1. Photograph your product once, properly

This is the whole foundation, and it takes five minutes.

Put the product on a plain surface near a window, in daylight, with no overhead light fighting it. Fill the frame. Keep the entire product in shot, including the parts you find boring. Take one straight on and one from the side.

You are not making the final image here. You are making the reference that every final image gets measured against, which is why sharp and complete beats styled and beautiful. A slightly dull photograph of the real thing outperforms a gorgeous one with a corner cropped off, because the corner you cropped is the part AI will invent.

Tortoiseshell and gold sunglasses photographed on a linen chair arm with a phone, in daylight, with a knitted throw and a wood floor in frame

The only inputShot on a phone, on the arm of a chair, in afternoon light. Every other image on this page came from this one.

Step 2. Ask for all six shots in one message

Not one at a time. A set asked for together holds together, because the same decisions about light, backdrop and distance get applied across all six. Six separate requests produce six separate photo shoots.

Prompt 1 · the set
Here is my product: [attach your photo, or both photos.] Photograph it for my product detail page. I need six shots: 1. Straight-on front view of the whole product 2. Side view 3. Close-up of [the first detail a buyer would want to inspect] 4. Close-up of [the second detail] 5. Worn by a model, straight on, cropped from the top of her head to just below her collarbones 6. The same model, head turned 45 degrees Keep the product exactly as it is in my photo. Same shape, same materials, same hardware, same proportions. Do not redesign any part of it. Change only the setting: [a soft pale greige studio backdrop, clearly not pure white]. All six in the same shape, the same lighting and the same backdrop, so they sit together on one page. No text, no logos, no props.

Returns six images together. Around 10 minutes. The line about not redesigning any part of it is the one earning its place.

Read that middle instruction again, because it is the difference between this working and not working. Keep the product exactly as it is in my photo. Do not redesign any part of it. Without it, AI treats your product as a starting suggestion and improves it, and the improvements are always the parts that make it yours.

Front view of tortoiseshell and gold aviator sunglasses lying flat on a pale studio backdrop
FrontThe whole product, straight on
Side view of the same sunglasses showing the thin gold arm sweeping back to a polished gold drop
SideThe shape from the side
Macro close-up of the bridge of the sunglasses showing the tortoiseshell acetate grain and the gold bar
DetailWhat a buyer would zoom into
A model in a red tank top wearing the tortoiseshell aviator sunglasses, photographed straight on and cropped to her collarbones
WornStraight on
The same model with her head turned to the side, wearing the tortoiseshell sunglasses with the gold arm visible along her temple
WornTurned 45 degrees

A few of the shots that came back, all of them built from that one phone photo. The second detail crop is not shown here.

Step 3. Add fit and scale for anything worn

This is the step that separates products a person wears from products that sit on a shelf, and it is where most sets fall apart.

An image model has never worn your product. It knows what your product looks like and nothing about how it attaches to a body, so it guesses, and the guess is usually a version floating in front of the skin at a size it invented. Adjectives do not help. Small, short and delicate are not measurements.

Two sentences fix it. One describes the physical attachment. The other measures the part against something visible in the same frame.

Prompt 2 · fit and scale
She is wearing [my product]. FIT: [the arms] run back along the sides of her head, pass over the top of each ear and hook down behind it, the way real [eyewear] is worn. SCALE: [the gold tip at the end] is roughly the size of her earlobe and no longer than it. It does not reach her jawline.

Returns the product actually worn instead of hovering. Under 2 minutes. Swap eyewear for your own category and the two lines still work.

The pattern transfers to anything on a body. A watch case measured against a knuckle. A pendant that sits in the hollow of the collarbone. A bag strap that crosses the shoulder and falls to the hip. Name a body part in the same frame and you have given it a ruler.

A model wearing sunglasses where the gold arms sit in front of her ears instead of over them
Without the fit lineThe arms sit in front of the ear. It reads as wrong before you can say why.
The same model with the sunglasses arms correctly passing over and behind her ears
With itOver the ear, behind it, sitting like eyewear.
A model at an angle wearing sunglasses whose gold tips are oversized and hang down past her jaw
Without the scale lineThe hardware invents its own size and hangs to the jaw.
The same angled shot with the gold tip sized to the earlobe and sitting just below the ear
With itMeasured against her earlobe, so it lands where it should.

Step 4. Fix one thing at a time

Something will be off. That is normal. What matters is how you ask for the change.

Do not rewrite your original request and run it again. That rerolls everything, and you lose the face, the pose and the light that were already right while you chase the one thing that was not. Hand back the image you just got and name a single change.

Prompt 3 · one change
Recreate the image you just made exactly: same product, same face, same clothing, same crop, same background, same lighting. Change one thing only: [the single change]. Keep everything else exactly as it is.

Returns the same photo with one thing different. Under 2 minutes each. The last line is not decoration.

There is a catch worth knowing before you start, because it is the failure nobody warns you about. Every image carries a little drift. Correct shot six off shot five, then correct that off the one before it, and the drift compounds quietly until the product in your last image is not the product in your first.

So go back to your original product photo every few rounds. Re-attach it and say keep the product exactly as it is in this photo. It costs one message and it is the single habit that keeps a set of six looking like one product instead of a family of cousins.

Ask for detail shots one angle at a time Optional

Close-up shots are where products grow extra parts, and the cause is almost always that two reference angles were supplied at once. Given a side view and a top view together, an image model will helpfully combine them, and you get a frame with three arms or a bag with two clasps.

Two things prevent it. Use one reference angle per detail shot, and say out loud how many of the part exist.

Prompt 4 · a detail shot
Close-up of [the part], using only [the side view] of my product as the reference for this shot. My product has exactly [two] [arms] in total, and this crop shows one of them. Do not duplicate, mirror or repeat it. Shallow depth of field, same backdrop and lighting as the other shots.

Returns one clean detail shot. Under 2 minutes. The count is what does the work.

A close-up of sunglasses hardware showing three arms where the product only has two

What two reference angles produceThree arms on a product that has two. Give it one angle and a count, and the part appears once, as it exists.

The prompt chain, in order

PromptWhat it doesWhat you get back
1Builds all six shots from your own photo of the productSix images that sit together
2Attaches the product to a body and gives its hardware a sizeA product worn, not hovering
3Changes one named thing and freezes everything elseThe same photo, one thing different
4Crops to a detail without duplicating the partOne clean close-up

Things that make the difference

Hand over the product, not a description of it. A description is a recipe and every image built from a recipe is a fresh interpretation. A photograph is the product, and everything built from it inherits what you already own.

Measure hardware against a body part, never an adjective. Small and short mean nothing. Her earlobe, his knuckle, the width of a wrist are all things visible in the same frame, and a visible thing is a ruler.

Say how many of a repeated part exist. Two arms, one clasp, four legs. Counting out loud is the cheapest defense against a product growing a limb, and it takes six words.

One reference angle per close-up. Supply two and they get blended. This is the cause of nearly every impossible detail shot.

Re-anchor to your original photo every few rounds. Drift compounds silently. The product in shot six should be provably the product in shot one, and the only way to keep it that way is to keep going back to the source.

The checklist


Can AI photograph a complicated product without redesigning it?

Yes, but only if you hand it the real product instead of describing one. A written description of your product is a recipe, and every image built from a recipe is a new interpretation of it. A photograph is the product itself, and everything built from it inherits the shape, the materials and the hardware you already own. The single instruction that does the most work is telling it to keep the product exactly as it is in your photo and change only the setting.

How do you stop AI changing your product between shots?

Go back to the original product photo every few rounds instead of building each new shot on the last one you liked. Each image carries a small amount of drift, and building a chain means the drift compounds until the product in the last shot is not the product in the first. Re-anchoring to your own photograph resets it. Ask for the whole set in one message for the same reason, since a set generated together holds together better than six shots requested separately.

How many photos of your product does AI need to start?

One clear photo is enough for most products, and two is better for anything with a side worth seeing. Shoot it on a plain surface in daylight near a window, fill the frame, and keep the whole product in shot. You are not producing the final image here. You are producing the reference every final image is measured against, so sharp and complete beats styled and beautiful.

Why does AI put the product on wrong when a model is wearing it?

Because nothing in the request tied the product to a human body. Words like small, short and delicate mean nothing to an image model, so it invents a size. Fix it with two sentences: one saying how the product physically attaches to the body, and one measuring the part against something in the same frame, like an earlobe, a knuckle or a wrist. Anatomy plus a measurable anchor is what turns a floating object into a worn one.

What are the six photos a product detail page needs?

A straight-on front view of the whole product, a side view, two close-ups of the details a buyer would want to inspect before paying, and two shots of the product worn or held by a person, one straight on and one at an angle. The first four answer what is it and how is it made. The last two answer what does it look like on me, which is the question that actually closes the sale.

The sunglasses shown throughout are a concept product I made for this guide. No client work appears here, nothing on this page was commissioned, and the model is my own AI brand model. Every prompt is written to be filled in with your own product and your own photographs.

Anne Reyes, brand strategist and founder of Brandworks Studios
About the strategist

Anne Reyes

Brand & AI strategist · Founder, Brandworks Studios

17 years building brands, and I scaled my marketing agency to 7 figures within 2 years, with clients including Amazon, Pier 1, and Dressbarn. I now build AI marketing systems for e-commerce brands through BAIBE, the Brandworks AI Brand Engine. AI does the production. Taste directs it.

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