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 helps customers see products in their own context and evaluate each choice before buying.
Real product, real journey
From storefront to result, without changing context.
These examples show Fashion Virtual Try-On and size comparison with an Approve product, plus Provei Studio in a live platform session.
Live case · Approve 
Live case · Approve 02
Fashion Virtual Try-On
The garment appears on the body without leaving the product.
The selected shirt appears on the synthetic model in Provei.AI’s Fashion experience.
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.
On mobile, customers can use virtual try-on, check measurements, and compare sizes without leaving the product page.
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%
- Compared with the same period in 2024
- Purchases
- +20.89%
- 699 → 845
Analysis context: 30 days, from January 11 to February 9, 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$75.20
- Average revenue per user who generated an image
- R$ 117.67
- vs. R$ 9.05 for the store
Analysis context: 67 days, from December 1, 2025, to February 5, 2026 · customers who generated an image 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 April 22 to May 27 · 68 validated conversions and a Professional plan priced 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 in one platform, with a dedicated experience for each decision.
Visualize · Fashion
Help customers visualize the garment on their own body
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.
- In-store experience. The experience can be integrated into the product page.
Live demonstration
Live Provei.AI experience at Approve.
Connected product families
One platform for every purchase decision.
From visualization and sizing to content creation, each product helps customers make decisions with more confidence.
01
Visualize
Put fashion, furniture, and floor and wall coverings into each customer’s real context.
Explore products 02
Sizing
Bring measurements, size recommendations, and visual comparisons together when shoppers choose a size.
Explore products 03
Studio
Create product images for catalogs, campaigns, and digital channels.
Explore productsReal demonstrations
From the catalog to the customer context.
See how fashion, furniture, and home decor gain visual context through experiences designed for each category.
Solutions by challenge
Start with the challenge that weighs most on your operation.
Solutions
Fashion and apparel
Combine Fashion Virtual Try-On, sizing tools, and Provei Studio to support customers from discovery to purchase.
View product Solutions
Flooring and wall coverings
Help customers visualize flooring and walls in their own space and continue to support, a quote, 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 create and review product images for catalogs and campaigns.
View productIntegrations
Provei.AI joins the platform where your store already sells.
Integrate Provei.AI with 16 platforms using step-by-step guides. For other compatible stores, our team can guide script installation.
16 documented platforms
Content for decisions
Learn before you buy technology.
Practical guides to compare approaches, plan implementation, and choose the right technology for each challenge.
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.