AI STYLING. REAL CUSTOMER INTENT.

Your next
bestseller starts
with a
conversation.

An AI stylist for your shoppers. Demand intelligence for your next collection.

VIRTUAL TRY-ON · LIVE PRODUCT

Actual Urban Revivo WeChat mini app showing PerFit virtual try-on and its outfit catalog

Already in the real world

The foundation we’re building on.

01 / SHOPPER EXPERIENCELive

Virtual try-on

Shoppers explore existing outfits through AI try-on in the WeChat mini app. Live since September 1, 2026.

Live at

URBAN REVIVO

02 / MARKET INTELLIGENCEBeta

Trend prediction engine

Our Fashion Engine (时尚引擎) is used by the design team to identify emerging styles across fashion weeks, runways and social media.

In use at

URBAN REVIVO

One conversation.
A new perspective.

See the PerFit loop
in 25 seconds.

Live try-on · A preview of the AI stylist and brand agent.

Read transcript

00:00 — AI stylist. A shopper asks for a winter-wedding dress with long sleeves, under $200.

00:06 — Try-on is live. The Urban Revivo WeChat mini app, shown in an actual product screenshot.

00:14 — Brand agent. The report captures “Couldn’t find: long-sleeve formal dress.”

00:22 — PerFit. What shoppers want. What you make next.

THE LOOP WE’RE BUILDING

From a conversation
to a clearer collection.

Meet the AI stylist.
Follow the signal to the brand agent.

INTERACTIVE DEMO

Example conversations and data · AI-generated fashion imagery

Building
PerFit AI stylistYOUR BRAND

An outdoor wedding in December. Something warm that still looks good?

Full-length model wearing a taupe wool coat over a black dressA winter occasion.
A look that feels like you.
01 / 10 · AI stylist

It starts with an occasion.

A shopper describes the moment she is dressing for. The brand begins to understand the intent behind the visit.

FOR YOUR MERCHANDISING TEAM

The demand your
sales report
can’t show.

Sales tell you what sold. Conversations reveal what shoppers asked for and couldn’t find.

  • See the request behind the missed sale.
  • Explore what to make next.

BRAND AGENT

Building

An unmet request

DRESSES

01
OCCASION
Winter wedding
BUDGET
Under $200

COULDN’T FIND:

Long-sleeve
formal dress

SOURCE
Shopper conversation
THE NEXT COLLECTION

Bring new designs back to the shoppers who inspired them.

INSIDE PERFIT

Building

Two agents.
One learning loop.

We’re connecting the AI stylist and brand agent through shared shopper preferences. New designs return to the stylist; each launch adds real outcomes to learn from.

AI sees the signal.
You make the call.

  1. AI stylist

    Learn what shoppers really want.

    Recommend, visualize and refine. Learn each shopper’s preferences—and capture the requests your catalog can’t meet.

  2. Brand agent

    Turn requests into what comes next.

    Combine those requests with try-on behavior and trend signals. Explore new designs, test them with shoppers and give your team the evidence to decide.

HOW IT LEARNS

What shoppers ask for, try on, buy and return feeds the next recommendation.

BEFORE WE BEGIN

A few
good questions.

Explore a pilot
Who is PerFit for?

Fashion brands that want to give shoppers a personal AI stylist and learn what they want but can’t find. Start with styling and try-on, then use those conversations to inform your next collection.

What is live today?

Live: virtual try-on in Urban Revivo’s WeChat mini app. Beta: the trend engine used by its design team. Building: the conversational AI stylist and brand agent, including unmet-demand reports.

Do we need to replace our existing software?

The pilot starts with your product catalog and existing storefront. We’ll work with your team on how AI styling and try-on fit into that shopping experience.

What does a pilot involve?

We’ll work with your team to add AI styling and try-on to one category, then build your first report on what shoppers asked for and couldn’t find. Together, we’ll agree on scope, timing and how we’ll measure the pilot.

Your next collection
starts with listening.

Start with AI styling and try-on for one category. We’ll build your first unmet-demand report with you.

AI STYLIST · EARLY PILOT

Start with
one category.

Start with AI styling and try-on for one category. We’ll build your first unmet-demand report with you and agree on timing together.

Your details go to PerFit’s private inbox and are only used to respond to your inquiry.

YOUR INFORMATION

Privacy,
by design.

The pilot form collects your name, email, brand, category, and any message you choose to include. Requests are stored in PerFit’s private inbox on our hosting provider, and used to respond to your inquiry.

This website does not ask you to upload a photo. Product screens and example conversations are provided for demonstration; they are not your personal data.

We do not use advertising trackers on this site. Hosting and access services may process technical logs or necessary sign-in cookies. To request deletion of an inquiry, submit a request through the pilot form.