How to Design Product Packaging With AI

AI is best used for the visual half of packaging design: the label layout, the packshot on a shelf, the range of colourways and the way the product looks in a buyer’s hands. Photograph your product once, upload it to the AI product photography tool, and each style pack returns four variants with the product shape and pack text locked. From there you take the approved look to a printer, who turns it into a print-ready dieline.

Updated October 2026.

What AI can and cannot do for packaging

This distinction saves a lot of wasted time, because packaging is two different jobs that look like one.

AI is genuinely good at:

The label layout — where the brand mark, product name, hero image and legal block sit on the face of the pack.
Mockups — your product on a shelf, on a marble counter, in a hand, in a bathroom, on a kitchen table.
Range variants — the same pack in six flavour colours, so you can see the range as a family before you commit to print.
Concept exploration — trying three directions in an afternoon instead of three weeks.
Marketplace and advertising images — the assets that sit beside the product listing rather than on the pack itself.

AI output is not print-ready artwork. The things a printer needs — an exact dieline, bleed and crop marks, CMYK colour with a spot-colour separation, a barcode, a legally correct ingredient or warning panel, and a resolution that survives a press — all still come from a designer or a packaging template from your printer. Treat every AI image as a visual decision that you then hand over, not as a file you send to a press.

What the VdoBloom tool actually does

The AI product photography tool works from one photo of your product. It keeps the product itself locked — the shape, the colour and any text printed on the packaging stay as they are — and changes everything around it. That lock is the important part for packaging work, because it means the mockups show your actual pack rather than an approximation of it.

Photograph the product once. A clear, well-lit shot against any background. Plain lighting and a straight-on angle give the model the cleanest reference, and if your pack has fine print on it, get close enough that the lettering is legible.
Upload it and choose an output shape. The tool offers 1:1 square for Amazon and Shopify listings, 4:5 portrait for an Instagram feed, 16:9 landscape for a website banner and 3:4 portrait for a catalogue. Packaging presentations are usually square or catalogue portrait.
Select the style packs you want. There are six: Amazon White BG, Lifestyle Scene, Outdoor Hero, Studio Drama, Festive India and Seasonal Variant. Each pack renders four variants, so three packs give you twelve images and all six give you twenty-four.
Generate. The tool runs each selected pack and returns the set. Costs are shown before you run anything.
Judge the pack in context, not on a white screen. The Lifestyle Scene and Outdoor Hero packs are the ones that tell you whether the pack survives real light and a busy background. A design that looks strong on white and disappears on a shelf has failed.
Test other angles. The Re-angle mode shows the same product from a different camera angle, which is what you need to check how a label wraps around a curved bottle or box.
Use Keep real product when the pack must not change at all. This mode removes the original background and re-places the untouched product, which is the right choice for a final marketing shot where any alteration is unacceptable.

Designing the label itself

The product photography tool changes the world around your pack, not the pack. When the thing you actually need to change is the label text and layout, use a text-layout tool instead and then bring the result back here for the mockups.

The poster, flyer and menu maker in the platform is built for exactly this kind of layout job: you supply a headline that is printed exactly as typed, plus up to twenty lines of supporting text that are also printed exactly, and choose a style, a colour direction and a shape. That is a workable way to draft a label face — brand mark as the headline, product details as the lines — and because both text fields are literal, the spelling is under your control rather than the model’s. Short strings render far more reliably than long ones, so keep the on-pack text minimal and move volume information to the back panel.

When you need a text-heavy image, the model matters. The GPT Image 2.5 variants are the strongest text handlers in the catalog and are priced by resolution at 3, 5 and 8 credits; Nano Banana Edit, which the photography tool uses, is a flat 5 credits per image.

Prompt and brief examples

Shelf test. “Product on a supermarket shelf beside four competitor packs, eye-level angle, bright aisle lighting, shallow depth of field, competing packs slightly out of focus.”
Gift context. “Product on a linen surface with dried flowers and a folded ribbon beside it, soft morning window light, top-down at a slight angle, muted natural palette.”
Premium black. “Product on a dark stone plinth with one hard side light and deep shadow behind, minimal styling, luxury cosmetic advertising look.”
Range family. “Six identical packs in different accent colours arranged in a row on a pale grey surface, even soft light, consistent scale, clean catalogue presentation.”
In hand. “A hand holding the product at chest height against a blurred street background, natural daylight, shallow focus, casual lifestyle feel.”
Festive. “Product surrounded by warm diya lights and marigold petals on a deep red cloth, golden low light, rich saturated colour, festive gifting mood.”
Unboxing. “Product beside its open packaging on a plain table, tissue paper folded back, natural light from the left, story-telling composition.”

What it costs

Every image the photography tool produces is one render on Nano Banana Edit at 5 credits. That makes the arithmetic simple: the three default packs of four images each cost 60 credits, and all six packs cost 120 credits. Keep real product mode is charged differently and costs 4 credits per job, because it combines a background removal and a re-placement rather than generating a new scene. The exact figure is always displayed before you generate, and paid plans produce watermark-free images with commercial rights, which matters for anything that ends up in a listing or an advert.

If you are planning a full catalogue, the plans page shows what each monthly allowance covers, and new accounts start with 10 free credits and no card — enough to run two packs and see whether the lock holds your pack accurately.

Common mistakes

Treating a mockup as camera-ready art. It is not. Send the approved look to a packaging designer or your printer for the dieline, bleed and colour separation.
Uploading a photo with the label at an angle. The tool locks what it sees, so a distorted photo produces a distorted lock. Shoot straight on.
Judging only on white. White-background shots hide contrast problems. Always run a lifestyle pack before signing off.
Putting too much text on the front. Front panels are read at a glance. Ingredients, addresses and warnings belong on the back.
Testing one colourway. Generate the whole range together so you can see whether the family reads as one brand.
Ignoring how the label wraps. Use the Re-angle mode on anything curved before you commit.

For more on getting the product itself to look right, our guides to product photography without a studio and product photos for ecommerce cover lighting, angles and marketplace requirements, and the ecommerce image generator is the broader tool page if you are building a whole listing rather than a packaging concept.

Frequently asked questions

Can AI design packaging that is ready for print?

Not directly. AI is good at the visual direction — label layout, mockups, colourways and how the pack reads in a real setting — but a printer still needs a dieline, bleed, crop marks, CMYK colour and a barcode. Use AI to decide what the pack should look like, then have a designer or your printer produce the print-ready file.

Will AI change my product or the text on my packaging?

Not in the product photography tool. It deliberately runs at a low strength so the product’s shape, colour and printed text stay locked and only the background and scene change. If you need the untouched product placed onto a clean background, the Keep real product mode does exactly that for 4 credits.

How many packaging images can I make from one photo?

Twenty-four and more. Six style packs each render four variants, and the tool is described as producing 24+ professional shots from a single upload. You can also re-angle the product for additional views from the same original photo.

How much does a packaging mockup cost on VdoBloom?

Each image is 5 credits on Nano Banana Edit, the model the tool uses. Selecting the three default packs produces twelve images for 60 credits; all six packs produce twenty-four for 120 credits. Keep real product mode is 4 credits per job, and the cost is shown before every generation.

What image size should packaging mockups be?

Square at 1:1 suits marketplace listings and clean presentations, 3:4 portrait suits catalogues, 4:5 suits social feeds and 16:9 suits website banners. Generate at whichever shape the mockup will actually be used in rather than cropping afterwards, since a crop can cut into the pack.

Start with one straight-on photo of your product: open the AI product photography tool, upload it, pick the packs you want to see and generate — the credit cost appears on screen before you run it.