An AI preview needs
The product images you already have, and a room photo from the shopper. The result is an image of their own room with the product in it.
HomeVisioner
If you want to show shoppers how a sofa or rug will look in their home, there are essentially two options: an AI preview in a photo of their own room, or a 3D model placed live into the camera view with AR. Both have strengths – and different requirements.
The product images you already have, and a room photo from the shopper. The result is an image of their own room with the product in it.
A 3D model per product (often per variant) and an AR-capable smartphone. The result is a live camera view with the model in it.
Depends on the size of your range, how often it changes, and whether the question is the look or the exact dimensions.
The shopper taps a button on the product page, uploads a photo of their room, and an AI places the product into that photo – in the room's perspective and light. With HomeVisioner this takes seconds and runs in the browser, with no app and no account. It is built from the product images already in the store; no 3D models are needed.
A 3D model is made for each product. In the store it can be rotated and, on a suitable smartphone, placed into the live camera view with augmented reality. Many store platforms, Shopify among them, can show 3D models as product media. How convincing it is depends above all on the model: shape, dimensions and materials have to be right.
The table describes the approaches in general. Prices for 3D models depend on the provider and the product; we give none here.

To be straight about it, an AI preview cannot do the following:
AR has its price too, just in a different place:
The two are not mutually exclusive. As a rough guide:
No. It takes its cues from doors, windows and furniture in the photo, but scale and proportions remain an approximation.
No. HomeVisioner works with the product images already in your store.
Yes. The HomeVisioner button is a block of its own on the product page; existing product media such as 3D models stay as they are.
There is a free plan and monthly plans with a fixed number of included visualizations. The current plans are on the Shopify and ikas pages.