Composite Packaging Design on Product from Photo

How it works

1. 1

   Upload your product photo

   Drop a photo of the physical product or container you want to apply the design to. This is the main image — the bottle, box, bag, jar, or can that will receive your packaging artwork. Use a well-lit photo showing the surface where the label goes. JPG, PNG, WebP up to 7MB.

   Expect: Simple flat-surface composites: 30 seconds. Curved bottles or complex wrapping: may need 2-3 refinements.
2. 2

   Add your packaging design as reference

   Click '+ Add reference image' below the prompt and upload your label or packaging design file. Flat design exports work best — PNG or high-res JPG of the artwork. Then describe the compositing: 'composite the label design from the reference onto the bottle, wrapping around the curved surface naturally with correct perspective.'

   Tip: Export your design as a flat PNG with transparent or white background. The cleaner the artwork file, the more realistic the composite.

   Copy one of these to get started:

   Label design on a bottle for client presentation composite the label design from the reference onto the front of this bottle, wrapping around the curved surface naturally with correct perspective, matching the studio lighting

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   Box artwork on a product carton map this packaging artwork from the reference onto the front panel of the box, matching the camera angle and perspective, with the printed surface showing realistic paper texture

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   Can design on an aluminum can composite this can design from the reference onto the aluminum can, wrapping 360 degrees around the cylinder with metallic surface reflections and correct label curvature

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   Jar label on a glass jar apply this label design from the reference onto the glass jar, positioned centered on the front face, with the label conforming to the jar's curved surface and the glass visible above and below

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   4 more prompts

   Pouch design on a stand-up bag composite this pouch design from the reference onto the stand-up bag, mapping the artwork to the front panel with realistic matte finish and subtle crinkle texture on the surface

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   Sleeve design on a bottle with shrink wrap apply this shrink sleeve design from the reference around the entire bottle, wrapping from neck to base with the artwork conforming to the bottle's contour and showing realistic shrink-wrap tightness

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   Redesigned label replacing existing branding replace the current label on this product with the new design from the reference, matching the exact label area and preserving the product shape, cap, and background

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   Multiple design variations for A/B testing composite this label variation from the reference onto the product in the same position and scale as the original label, matching the lighting and surface curvature exactly

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3. 3

   Generate and review

   The AI composites your design onto the product surface, matching curvature, perspective, and lighting. Check that the label wraps correctly around curves, text is readable, colors match your design file, and the surface interaction looks natural. Zoom in on edges where the label meets the product.

4. 4

   Refine with markers if needed

   If the design lands on the wrong face of the product or at the wrong scale, tap a marker on the exact surface area where the label should sit and regenerate. Useful for multi-sided containers where the AI picks the wrong panel.

   Tip: Tap the center of the label area on the product. This anchors the design to the correct face of the container.