Cosmetics are one of the few categories where a photo can be technically sharp and still cause returns. A lipstick that reads coral on screen and arrives brick red, or a serum bottle whose label is a blur, costs you more than a plain photo would have. The hard parts are specific: shiny packaging, glass, tiny type, and color that the buyer will compare against their own skin.
The Four Problems Specific to Beauty Products
1. Glossy and metallic packaging
Lipstick bullets, compacts, and chrome caps act like small mirrors. They pick up your window, your phone, and your hand. The fix is to control what they reflect, not to remove reflections entirely, because a compact with no highlight at all looks like matte plastic. Put a large white card or sheet of foam board on the side opposite your window so the metal reflects a clean white shape, and shoot slightly off-axis so your phone is not in the reflection.
2. Glass and transparent liquids
Perfume bottles, dropper serums, and lip oils need a background that lets the liquid read as a color. On pure white, a pale serum disappears. Two things help: a thin strip of black card placed just outside the frame on each side, which draws a dark outline down the glass edges, and backlighting (window behind the product) so the liquid glows. Shoot these on a neutral setup first, then decide whether the final hero belongs on white or in a scene.
3. Shade accuracy
This is the one that matters most. Foundation, concealer, lipstick, and eyeshadow buyers are matching a color, and the camera's auto white balance will happily shift it. Practical habits:
- Shoot every shade in the same light, at the same time of day, on the same surface.
- Put a plain white or grey card in the first frame of each session so you can check white balance later.
- Compare the photo to the physical product on the screen you edit on, with the product next to the screen.
- Swatch on skin as well as on white card. Pigment reads differently on different skin tones, and showing two or three is more honest than one.
4. Small, legally meaningful text
Ingredient lists, net contents, and warnings are printed small on curved surfaces. They also carry weight: in the US, the FDA's cosmetics labeling guide sets out what has to appear on the label and how. Your photo does not replace the label, but a retouched or regenerated label that no longer matches the real one is a problem. Photograph the back panel flat and straight on, fill the frame, and treat that image as documentation rather than something to stylize.
A Shot List That Works for Most Beauty SKUs
- Hero on white. Product upright, cap on, label facing camera. This is your marketplace main image.
- Open or in use. Lipstick bullet extended, compact open, pump pressed, dropper lifted with a drop visible.
- Swatch. Product texture on skin and on white card, lit the same way as the hero.
- Back of pack. Ingredients and size, straight on, readable at full zoom.
- Scale. In a hand, or next to an everyday object. Mini sizes and full sizes look identical on white.
- Scene. Vanity, bathroom shelf, or makeup bag. This is where you communicate the brand, not the product specs.
- Range shot. All shades lined up, for palettes and multi-shade lines.
Marketplace Image Specs to Build Around
Amazon's guidance for sellers asks for product shots on a white background (RGB 255, 255, 255) in most cases, with the product filling 85% or more of the frame, images between 500 and 10,000 pixels on the longest side, and images larger than 1,000 pixels on each side so zoom works. Amazon recommends at least six images per listing. See Amazon's product photo guide for the full list.
If you also run Google Shopping ads or free listings, Google Merchant Center's image requirements prohibit promotional overlays and watermarks, and recommend images around 1500 x 1500 pixels. Google also requires that images created with generative AI keep their AI metadata (such as the IPTC DigitalSourceType tag), so do not strip metadata from edited images before uploading them there.
Step by Step with Studio Zero
- Shoot the source photo. Daylight from a window, product on a plain surface, phone steady, label square to the lens. Wipe fingerprints off glass and chrome first; they show at full resolution.
- Hero: open the photo in Studio Mode to get a clean studio background. Check the label is still readable and the cap color still matches the product in your hand.
- Scene: run the same source through Concept Mode for a vanity, marble counter, or bathroom shelf setting. Generate a few and keep the one where the product's color is untouched by colored light in the scene.
- Compare shade. Put the physical product next to your screen. If the output drifts warmer or cooler, reshoot the source rather than trying to correct the AI output.
- Keep real swatches real. Upload swatch and back-of-pack photos as you shot them, with only crop and exposure adjustments.
Mistakes That Lead to Returns and Complaints
- Using one shade's photo for every shade in the line.
- Warm scene lighting on a foundation hero, which pushes every shade toward orange.
- Before-and-after skincare images that have been retouched or generated. The FTC's advertising guidance for small businesses is clear that ads must be truthful and claims need evidence behind them. A generated result is not evidence.
- Mirror compacts photographed open with the photographer visible in the mirror.
- Props that could be mistaken for the product, like a second lipstick in the scene that is not included.
When AI Is Not the Right Tool
Swatches, before-and-after results, and anything that demonstrates what the product does on skin should be real photography. So should shade-range images when shades are close together, because small color shifts that are invisible in a scene become obvious when two nudes sit side by side. AI backgrounds are useful for the hero and the lifestyle images. They are not a substitute for showing the product's actual effect.
Products This Approach Suits
Lipsticks, glosses, and lip oils; foundation and concealer bottles; eyeshadow palettes; fragrance bottles; serums, creams, and toners; nail polish; brushes and tools. The workflow is the same for all of them: control reflections at the source, lock in true color, then use Studio Mode and Concept Mode for backgrounds.