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Text to Image AI GeneratorText to Image AI Generator
Image workflowsUpdated Oct 20, 2026

AI Product Photo Generator

A product photo has one job: make the product understandable before making it beautiful. This workflow keeps the object, its proportions and its materials intact while you change the set, the light and the campaign mood.

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Input
Photo + prompt
Output
Image
Model fit
GPT Image 2
An unbranded amber skincare bottle on a travertine plinth with eucalyptus and soft daylight.
An unbranded amber skincare bottle on a travertine plinth with eucalyptus and soft daylight.

Quick answer

Use a clean source photo, lock the product’s shape and material, then describe one set, one light direction and one surface. Leave room for real copy. Do not generate labels, prices or claims that you cannot verify.

Best for

  • Ecommerce stills and marketplace images
  • Ad and email creative variants
  • Product concepts before a full studio shoot
01

Start with a clean product reference

A sharp photo on a simple background is easier to preserve. The model needs to see the product’s edges, finish and proportions. If the source has a busy background, remove it first or use a crop where the product is clearly separated.

Name what must not change: shape, cap, handle, material, colour, label placement. If the product has a reflective surface, say so. Reflections are part of the object, not decoration.

02

Build a set around one material story

Choose a surface and a backdrop that support the product. Skincare sits well on travertine, glass or warm plaster; electronics sit well on brushed metal, dark stone or clean acrylic; food sits well on ceramic, linen or wood.

Add props only when they explain scale, use or material. A eucalyptus sprig says “botanical”; a stack of towels says “bathroom”; a meaningless geometric shape says nothing. Two props are usually enough.

03

Light the material, not the mood board

Glass needs a clean highlight and a believable edge. Metal needs a controlled reflection. Fabric needs soft direction. Name the light source and the surface: “large softbox from the left, subtle fill, warm travertine plinth”.

A premium product image is usually quieter than a fashion image. Keep the background clean, the shadow controlled and the product edge sharp. If the product disappears into the background, change the value contrast before adding more colour.

04

Protect the commercial details

Do not let the model invent label text, certifications, prices or claims. Keep the product label blank or preserve the original label exactly, then composite the real artwork in a design tool. A wrong label is worse than a plain one.

Export several crops from the approved image: square for marketplace, 4:5 for social, 16:9 for a landing page. Keep the product in the same position so the set feels consistent across placements.

Prompt recipes

AI Product Photo Generator

Open the image editor

Skincare on Travertine

A clean beauty still with a believable material story.

Use the uploaded product photo as the exact product reference. Preserve the bottle shape, amber glass, dropper cap, proportions and label placement. Place the same bottle on a warm travertine plinth with a cream plaster backdrop, a smooth stone and a single eucalyptus sprig. Use soft diffused daylight from the left, a gentle shadow and a realistic glass highlight. Composition: 16:9 landscape, product on the right third, clean negative space on the left. Premium beauty product photography, realistic materials. No invented label text, no logos, no watermark, no people.
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Watch on Dark Stone

A metal-and-stone setup for a higher-ticket product.

Using the uploaded watch photo as the exact product reference, create a premium product still. Preserve the case shape, dial layout, strap material and proportions. Place the watch on a dark slate surface with a soft charcoal backdrop and a controlled warm rim light. Use a large soft key light from the upper left and a subtle reflection on the stone. Composition: 16:9 landscape, watch on the right, negative space on the left. High-end commercial photography, crisp metal detail, realistic shadows. No text, no logos, no watermark, no people, no product redesign.
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Coffee Bag in Morning Light

A lifestyle still that still keeps the packaging readable.

Edit the uploaded coffee bag photo into a warm morning product still. Preserve the bag shape, colour, fold structure and label placement. Place it on a light oak table with a ceramic cup, a linen napkin and a soft window shadow. Use gentle morning sunlight from the left, realistic paper texture and a natural shadow. Composition: 16:9 landscape, product on the right, calm negative space on the left. Editorial food and beverage photography. No invented label text, no logos, no watermark, no people.
Use this prompt

Model fit

ModelRouteUse it when
GPT Image 2KIEDetailed costume briefs, product surfaces, text-heavy graphics, and edits that must follow a long list of constraints.
FLUX 2 ProKIEEditorial texture, product materials, and targeted local edits with a premium finish.
SeeDream 5.0 LiteKIELow-cost drafts, clean lighting, and straightforward background or outfit changes.
Qwen Image EditKIEBudget-friendly object replacement, background cleanup, and quick visual tests.

FAQ

  1. 1

    Can I use my own product photo?

    Yes. A clean, sharp source image works best. Upload it in image-to-image mode and state which product details must stay unchanged. Review the edges, proportions and label before publishing.

  2. 2

    Which model is best for product photos?

    GPT Image 2 and FLUX 2 Pro are the strongest starting points for product detail and material realism. SeeDream 5.0 Lite is useful for cheaper direction tests, and Qwen Image Edit can handle simple background replacement.

  3. 3

    Can the AI write my product label?

    Do not rely on it. Generated text is often wrong, and a wrong label creates commercial risk. Keep the label blank or preserve the original, then add the real artwork in a design tool.

  4. 4

    Is a generated product image enough for a marketplace?

    Check the marketplace’s rules first. Many require the image to accurately represent the product. Use generation for the set and lighting, but keep the product itself faithful to what the buyer will receive.

  5. 5

    Does product image generation use credits?

    Yes. The hosted image workflow uses purchased credits and has no unlimited free tier. The pricing page shows current credit packs and plans.

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Create a cleaner product still

Open image-to-image, upload one product photo, and change the set before changing the product.

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