Live case · Approve 01
On the product page
The decision starts inside the store.
Approve’s product brings virtual try-on, size guide, and size comparison together at the same point in the journey.
Visual intelligence platform
Help your customers see, choose, and create better.
Visualize products on the body or in the room, turn measurements into recommendations, and create product content—with experiences connected to the e-commerce journey.
Customers
Brands already putting visual intelligence into practice.
From fashion to home, Provei.AI turns product discovery into a more visual, safer, and purchase-connected experience.
Real product, real journey
From storefront to result, without changing context.
These captures were produced in the real Provei.AI operation with an Approve product and in an authenticated Studio session—not in a separate prototype.
Live case · Approve 
Live case · Approve 02
Fashion Virtual Try-On
The garment appears on the body without leaving the product.
A capture of a real generation made in Provei.AI’s Fashion experience for the selected shirt.
Live case · Approve 03
Size comparison
The recommendation becomes a visual comparison.
The recommended M appears beside G, preserving the product, person, and reading order.
Provei.AI platform 04
Provei Studio
The same platform also creates content.
Studio organizes objective, format, product, composition, and resolution before content generation.
Also on mobile
The experience continues inside the purchase.
The same modules appear on the product at small screen sizes, with reading, controls, and progression adapted to the available space.
Real experience captures Synthetic model, no personal data Generative results require review
Documented results
When experience enters the store, the decision changes.
Data published in the Lojas Torra, CasaLar, and Approve case studies, presented with the period and comparison baseline for each analysis.
Lojas Torra
Women’s Fashion
+236%
increase in conversion rate
0.10% → 0.32%
- Revenue
- +30.56%
- Significant growth
- Purchases
- +20.89%
- 699 → 845
Analysis context: 30 days, from 01/11 to 02/09/2025, compared with the same period in 2024 · 731 products on VTEX.
View the complete case study
CasaLar
Furniture and Home Decor
+291%
conversion among image-generating users
21.30% vs. 5.44% store-wide average
- ROAS
- 75×
- Every R$1 returned R$75.20
- ARPU (Image Generated)
- R$ 117.67
- vs. R$ 9.05 for the store
Analysis context: 67 days, from 12/01/2025 to 02/05/2026 · image-generating cohort compared with the store-wide average; category traffic was 75% lower than in the previous period.
View the complete case study
Approve
Streetwear Fashion
11.34x
return on investment during the period
R$ 16,999.32 in confirmed return for R$ 1,499.00 invested
- Confirmed Return
- R$ 16,999.32
- 68 × R$ 249.99
- Recorded Conversions
- 68
- 12.7% of started generations
Analysis context: 35 days, from 04/22 to 05/27, with no year reported in the source · 68 validated conversions and a Professional plan at R$ 1,499.00.
View the complete case studyExplore the platform
One visual layer. Three decisions.
Visualizing a product, choosing a size, and creating content are different jobs. Provei.AI connects all three without hiding the depth of each product.
Visualize · Fashion
Put the product on the customer inside the store experience
The try-on helps customers understand the garment’s style, composition, and visual presence before deciding. It complements—rather than replaces—measurements and size recommendations.
- Personal context. Customers see the garment on their own body from a photo.
- Product reference. The visualization starts from the garment configured by the store.
- Connected journey. The experience can be integrated into the product page.
Live demonstration
Live Provei.AI experience at Approve.
The system
One platform for the entire decision.
Visualization, sizing, and content creation enter different moments in the journey. Each module deepens the decision it is designed to solve.
01
Visualize
Put fashion, furniture, and floor and wall coverings into each customer’s real context.
Explore family 02
Sizing
Connect measurements, recommendations, and visual comparison at the sizing decision point.
Explore family 03
Studio
Create product images for catalogs, campaigns, and digital channels.
Explore familyReal demonstrations
From the catalog to the customer context.
Results from real journeys and controlled demonstrations. Each category uses its own inputs, interfaces, and visual treatments.
Solutions by operation
Start with the challenge that weighs most on your operation.
Solutions
Fashion and apparel
Connect Fashion Virtual Try-On, sizing, and Studio without forcing the operation to choose one experience for every moment.
View product Solutions
Flooring and wall coverings
Bring flooring and walls into a catalog-connected visual experience with clear limits and a path to support or purchase.
View product Solutions
Furniture and home decor
Combine furniture visualization with product content to make composition more concrete before purchase.
View product Solutions
Product content
Use Provei Studio to structure references, visual direction, and review before turning generations into commercial assets.
View productIntegrations
Provei.AI joins the platform where your store already sells.
Dedicated guides for 16 platforms and script integration for compatible stores — without creating a parallel customer journey.
16 documented platforms
Content for decisions
Learn before you buy technology.
Guides connected to the commercial pages that own them—without creating duplicate articles for the same intent.
Explore the blogNext step
Choose a real problem. Design a small pilot.
The Provei.AI team helps define category, experience, integration, limitations, and success signals before scaling.