How to make a product card with a neural networkA marketplace product card: how to create one with AI

How to make a product card with AI

A card comes together from three parts: a photo, an infographic and text. You used to bring in a separate person for each; AI now handles all three in one pass. Below is a short route to your first card, without hiring anyone.

What you need going in

One or two honest phone photos of the product in daylight — that's enough. AI will clean up the background and build out the scene, but it can't invent a product out of thin air: whatever's sitting on your table is what needs to end up in the card.

Four steps

  • Photo. Remove the background, put the product on a clean backdrop or in a fitting setting. That's background and product photos.
  • Infographic — from the second frame on. Put two or three benefits, dimensions or contents on frames starting with the second: no platform allows lettering on the main photo. That's card infographic.
  • Text. Put together a title and description with keywords — that's description and card fields.
  • Check. Compare color, bundle contents and dimensions against the real product. A mismatch means a return and a hit to your rating.

Start with the main photo — it decides whether someone clicks your card or scrolls past, and it must show the product and nothing else: no headline, no callouts, no frame. Ozon and Yandex Market reject a card with text on the first photo at moderation; Wildberries demotes it. Describe your product shot right here:

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“The card checklist that doesn't get returned”

What to check in the photo, infographic and text before publishing, so the card lifts conversion instead of returns.

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What's next

Once your first card is ready, go deeper on each part: start with the infographic — it moves conversion the most. For pure product photography help, see the marketplace photos chapter in the image generation guide. All the steps are in the overview chapter.

Frequently asked questions

How do I make a product card with AI?
A card comes together from three parts in one pass: a photo (remove the background, place the product in a scene), an infographic (two or three benefits, from the second frame on — lettering on the main photo is forbidden) and text (a title and description with keywords). You can put it all together in one conversation in Twelver; the first generations are free after signup.
What do I need to make a product card with AI?
One or two honest phone photos of the product in daylight. AI will clean up the background and build out the scene, but it can’t invent a product from nothing — whatever’s on your table needs to end up in the card.
Can I make a product card for Wildberries and Ozon for free?
Yes — the first generations are free after signing up on Twelver. Before publishing, check the photo formats and sizes against your platform’s requirements.
What should I check in a card before publishing?
Compare the color, bundle contents and dimensions in the photo against the real product: a mismatch means a return and a hit to your rating. And don’t claim anything on the infographic you can’t back up — that breaks advertising law and the platform’s rules.

You can put together a card's photo, infographic and text in one conversation in the Twelver chat — no separate service for each step. The first generations are free after signup.

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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