Playshoes: Childrenswear Content at Scale
How German childrenswear brand Playshoes turns existing product images into on-model and marketplace-ready visuals, up to 70% faster.
- Industry
- Childrenswear
- Location
- Germany

“AI gives us the opportunity to create significantly more content from the product assets we already have. This allows us to react faster, reduce production effort and provide our retail and marketplace partners with more relevant imagery, while keeping the actual product at the center.”
Playshoes develops functional children's clothing, footwear and accessories for retailers and marketplaces across Europe, and is known above all for practical outdoor and weatherproof products made for everyday use.
With a broad assortment, many product variations and different requirements for every sales channel, producing enough relevant imagery for every product quickly becomes a bottleneck. Playshoes uses On-Model by PiktID to create additional product and on-model imagery directly from the product assets it already has.
Why childrenswear is harder to shoot
Childrenswear multiplies every content problem in fashion. Ranges run across many age groups and sizes, the same style comes in several prints and colourways, and seasonal products such as swimwear, rainwear and winter boots all need to look right in very different settings, from a summer beach to a snowy playground. Organising a dedicated shoot for every product and every scene is rarely realistic.
Starting from the product image changes the equation. The garment, the print and the footwear come from Playshoes' own product photography, and the scene is built around them.
From product image to online-ready content, up to 70% faster
A traditional production cycle means organising samples, coordinating a shoot, selecting images and finishing post-production before anything goes live. With On-Model, Playshoes starts from the product images it already has and turns them into on-model imagery.
A rash guard, swim shorts, a bucket hat and water shoes, each photographed on its own, become one complete beach look:
For suitable products, this cuts the time needed to create additional visual assets by up to 70%. Instead of a production cycle that can take days or weeks, new images are ready within hours, which makes it much easier to react to new products, retailer requests or missing assets shortly before a collection goes live.
Outerwear and footwear, in season
The same workflow carries over to rainwear and winter boots. A jacket and a boot become a natural autumn playground scene, with the reflective stripes, the logo and the boot's toggle closure where they belong.
Footwear works on its own too. Two product views of a pool slide become an on-foot shot on the beach, ready for the product page or a marketplace listing.
More imagery without multiplying production costs
The biggest opportunity is not replacing traditional photography. It is making additional product imagery economically viable. Another on-model image normally involves samples, models, a photographer, studio time, styling and retouching. Starting from existing product assets removes most of those steps, so for applicable imagery Playshoes can reduce content production costs by up to 80%.
That gives the team room to create imagery for products and variations that might previously have received only a basic packshot. And when a clean packshot is what a channel needs, the same assets become ghost-mannequin packshots:
2-3x more relevant imagery for marketplaces
Different marketplaces and retail partners benefit from different types of imagery. Instead of limiting a product to one or two packshots, Playshoes can add views that show the product worn and give shoppers more context: studio on-model, alternative views, marketplace-specific images and lifestyle scenes.
For selected products, that means 2-3x more relevant product visuals without growing traditional production at the same rate, and an easier way to meet the image requirements of each retail and marketplace partner.
Keeping the product accurate
More content is only valuable if customers still see the product they will receive. For Playshoes, colours, prints, logos, proportions and product-specific features such as reflective stripes and closures have to stay true. Because every image starts from the original product photo, the scene can change while the product stays at the center, and each result is reviewed before it is published.
The impact
For applicable product imagery, the workflow gives Playshoes:
- Up to 70% shorter content lead times
- Up to 80% lower production costs
- 2-3x more relevant product imagery for marketplaces
Rather than treating AI as a replacement for every photoshoot, Playshoes uses it as a scalable extension of its existing content production: a faster, more flexible way to create the volume of imagery that modern e-commerce and marketplace distribution requires.
About Playshoes
Playshoes develops functional clothing, footwear and accessories for children, distributed through retailers and marketplaces across Europe. The brand is known particularly for practical outdoor and weatherproof products designed for everyday use. Learn more at playshoes.de.
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