Sizing · Virtual Try-On · Styling
Help customers understand what works for them.
Connect sizing guidance, product visualisation and styling inspiration across ecommerce, physical retail and live experiences.
Before purchase · Decision · In store
Three questions. Three distinct capabilities.
AI sizing can use guided body measurement and product information to support more relevant size decisions.
Virtual Try-On helps customers see the product on their own image before purchase. It supports visual confidence, not guaranteed physical fit.
Virtual styling helps customers explore combinations, complete looks and more relevant product inspiration.
Applied capabilities
Start with one capability—or connect the journey.
- 01Mobile body measurement
- 02Size and product guidance
- 03Mobile and web Virtual Try-On
- 04Virtual styling and product discovery
- 05Interactive mirror experiences
- 06Ecommerce, store and activation integration
The right starting point depends on what the customer needs to understand before making a decision.
Why it matters
Size uncertainty creates hesitation.
Customers need clearer guidance when product sizing is difficult to interpret online.
Visualisation answers a different question.
Virtual Try-On helps customers explore appearance, colour and styling—but should not be presented as proof of physical fit.
Technology still needs human judgement.
Product data, brand direction and customer context remain essential to a useful recommendation.
Live capability
From a mobile camera to more useful sizing information.
A guided mobile experience can help customers capture body measurements and move towards a more informed size decision.
- Mobile-first
- Guided body measurement
- Personalised output
- Suitable for ecommerce or assisted retail journeys
The LIVVIUM difference
The technology is only one part of the decision.
LIVVIUM begins with where customer confidence is being lost—then determines whether sizing, visualisation, styling or a connected combination is the most useful response.
01
Journey-first
Begin with the customer question, not the technology.
02
Brand-appropriate
Make the experience feel like part of the brand rather than a disconnected widget.
03
Connected
Link the capability with ecommerce, physical retail and what should happen next.
In action
Tested through real customer experiences.
Demonstration
AI Sizing · Virtual Try-On · Interactive Retail
Journey of a Thousand Threads
An evolving demonstration exploring how sizing, visualisation and physical retail can support different stages of a personalised garment journey.
Live experiment
Virtual Try-On · Product Discovery
Exposed Layers
A live experimentation environment exploring how customers can encounter a physical product through additional digital layers.
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One decision can connect to the wider journey.
Discover
Catalogue & Product ContentMeasure · Visualise · Style
Sizing, Virtual Try-On & StylingExperience
In-Store Experiences & ActivationsContinue
Connected Commerce
A sizing or visualisation experience can begin online, support a store interaction and continue through relevant services or content after purchase.
Questions
A few useful answers.
What is the difference between AI sizing and Virtual Try-On?
AI sizing helps answer, “What size am I?” using body measurements, product data or size recommendations. Virtual Try-On helps answer, “How might this product look on me?” It supports visualisation but does not necessarily predict physical fit.
Can AI sizing work with an existing ecommerce store?
Depending on the selected technology and ecommerce environment, AI sizing can be connected with product pages, size guidance and assisted retail journeys.
Does Virtual Try-On guarantee that a garment will fit?
No. Virtual Try-On primarily supports product visualisation. Physical fit depends on body measurements, garment construction, product data and the specific technology being used.
Can these capabilities be used inside a physical store?
Yes. Sizing, Virtual Try-On and styling experiences can be adapted for mobile devices, interactive mirrors, assisted selling, events and other physical retail environments.
Does LIVVIUM build the technology itself?
LIVVIUM develops its own frameworks and works with specialist technology partners where established capabilities are stronger. LIVVIUM connects the appropriate components around the customer journey.
Where should a brand begin?
A brand can begin with the capability connected to a known customer problem. If the source of ecommerce hesitation is unclear, Store Fit Audit can help identify where confidence may be breaking.
Find the right starting point
What does your customer need to understand before they buy?
Start with sizing, visualisation or styling—or connect them into a more coherent customer journey.