Ad creatives with a neural network: images for adsAI for advertising: the whole cycle from demand to creative

Ad creatives with a neural network: images for ads

A creative is the image that stops the scroll. It used to take a designer or a photo studio; now an AI photo for an ad can be put together from a description in a minute. But "make me a nice banner" gets you generic prettiness, not a creative that works. Let's cover how to ask for an image that sells your product, not just one that's pleasant to look at.

What a good creative prompt is made of

  • What's in frame. The product or a scene of it in use — specific: "a steel bottle on a desk next to a laptop", not just "a bottle".
  • Style and background. Minimalist, lifestyle, a bright background for a sale — sets the mood and fits the platform.
  • Light and angle. Soft daylight, overhead shot, close-up — this is what decides whether the image looks expensive or cheap.
  • Room for text. Ask for a clean area for the headline, or you'll end up covering something important.

The product in the creative has to be real

A model will happily "improve" a product: add a shine, tweak the shape, invent a detail. That's fine for art, but for advertising it's a straight path to a complaint and a legal problem. If you're showing a specific product, work from a real photo of it (an image-to-image mode), and save generation from scratch for the background and the scene, not the product itself.

Try putting a creative together right here — describe the product and the scene:

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Template: “A prompt for an ad creative”

A prompt formula for an ad image: product, scene, light, style and a clean area for text — with an eye on advertising law.

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Creatives and listing photos are different jobs

An ad creative for a feed and an infographic for a marketplace listing aren't the same thing — a listing has its own requirements for accuracy and format. If you're a seller, there's a dedicated guide for listings — product cards with a neural network and product photos for marketplaces.

What's next

Static creative done — add motion: video for advertising from the same image or product photo.

Frequently asked questions

How do I make an ad creative with AI?
Describe specifically what's in frame (the product or a scene of it in use), the style and background, the light and angle, and leave a clean area for the headline — "a steel bottle on a desk next to a laptop, soft daylight, space for text at the top." You can put together a creative for your offer right in the Twelver chat.
What should the prompt include so the creative sells instead of just looking nice?
Four parts: what's in frame (a specific product, not just "a bottle"), style and background for the platform, light and angle (they decide "cheap vs. expensive"), and space for text. "Make a nice banner" gets you abstract prettiness — specifics get you a creative that actually works.
How do I show the real product in a creative?
Start from an actual product photo in "image-to-image" mode, and use generation-from-scratch only for the background and scene. AI is happy to "improve" a product — adding shine, changing the shape — which for ads is a path to complaints and violating advertising law.
How is an ad creative different from a marketplace card?
A marketplace card has its own accuracy and format requirements — it's not the same thing. There are separate guides for cards: product cards with AI and product photos for marketplaces.

Put together a creative for your offer right in the Twelver chat — next to your copy and video, in the same conversation. The first generations are free after you sign up.

Try it yourself

Everything in this guide runs inside Twelver

One chat for text, images, video, music and voice — no separate services or subscriptions.

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