Loading WardrobeIt

AI for Fashion Ecommerce

Built for fashion ecommerce.

Help shoppers find the right product, build the right look, and move confidently toward cart through one merchant-owned shopping journey.

  • Style intelligence
  • Fit confidence
  • Complete-look selling

Understand intent

Occasion, aesthetic, color, material, budget and shopper direction.

Ground every answer

Merchant-provided product, size, fit, policy and variant information.

Keep the cart connected

Confirm valid selections before supported cart actions.

Fashion Decision Design

Search finds products. Fashion guidance helps shoppers choose.

Fashion purchases combine occasion, style, color, fit, budget, coordination and confidence. WardrobeIt is built around those connected decisions, not one search box or one product card.

“What should I wear for this occasion?”

Translate dress code, season, formality, preferred style and budget into relevant merchant products.

Find my occasion look →

“Which size should I choose?”

Use merchant-provided size charts, measurements, fit notes and available variants without guaranteeing exact fit.

Review size guidance →

“What goes with this product?”

Build a coordinated, merchant-owned selection around the hero product, occasion and color direction.

Complete the look →

“Can the full outfit stay within budget?”

Let shoppers keep, replace, remove and rebalance items before any supported cart action.

Build my outfit →

Natural Language to Fashion Logic

Turn how shoppers speak into criteria your catalog can use.

WardrobeIt translates open-ended fashion language into structured preferences, then asks the one clarifying question most likely to improve the result.

Shopper language

“I need a modern but modest outfit for an evening wedding under $200.”

WardrobeIt clarifies

Would you prefer a full-length dress, a coordinated two-piece look, or a tailored outfit? Which color and size should I prioritize?

Fashion intent loom

Merchant catalog ready
Occasion Evening wedding
Style Modern
Coverage Modest
Product goal Complete outfit
Budget Maximum $200
Formality Formal occasion
Missing Color, size, format

WardrobeIt understands shopper intent. The merchant catalog remains the source of product truth.

Intent → catalog criteria

The Connected Fashion Shopping Loop

Support the decision before asking for the purchase.

WardrobeIt connects the moments between inspiration and a valid fashion cart. Each stage keeps shopper context, merchant data and the next useful action together.

  1. Discover

    Interpret the need and return focused merchant-catalog products with match reasons.

  2. Compare

    Review style, color, material, price, fit notes and available variants.

  3. Ask

    Answer product, fit, care, delivery and policy questions from approved merchant information.

  4. Build

    Create a complete look that stays editable, optional and within the stated budget.

  5. Preview

    Use eligible Virtual Try-On as a visual preview, never an exact fit guarantee.

  6. Validate

    Confirm product, size, color, quantity and current synchronized availability.

  7. Add to cart

    Move selected products into the merchant cart while checkout remains native.

Fashion Commerce Atelier

Six capabilities, designed as one shopper experience.

The difference is not the presence of individual features. It is how they share context and move the same fashion decision forward.

01 Style Discovery

Shop by occasion, aesthetic and direction.

Turn an open-ended fashion request into focused merchant-catalog recommendations.

03 Complete the Look

Keep the hero product fixed while the look evolves.

Adjust supporting items, colors, variants and budget without rebuilding the journey.

05 Product Q&A

Answer decision-critical questions in context.

Ground materials, care, variants, delivery, returns and store answers in approved merchant knowledge.

02 Fit Guidance

Explain the information the merchant provides.

Use size charts, measurements, fit descriptions, model information and variants without predictive-fit claims.

04 Virtual Try-On

Support visual evaluation for eligible products.

Compare a generated preview, return to product selection and continue without claiming exact appearance.

06 Fashion Alternatives

Preserve the need when the first option fails.

Offer another color, size, silhouette, price point or in-stock merchant product with shopper approval.

Fashion-First, Category-Aware

One platform. Different fashion decisions.

WardrobeIt keeps the shared commerce foundation consistent while adapting guidance to the questions, products and safety boundaries of each fashion business model.

Fashion & Apparel

Occasion, styling, fit and large-catalog discovery.

Best-fit capability: conversational discovery and Complete the Look.

Relaxed Linen Blazer

Activewear

Activity, climate, material and support questions.

Best-fit capability: use-case discovery with merchant-approved product facts.

Bridal & Occasion

High-consideration decisions and coordinated accessories.

Best-fit capability: occasion-led discovery, Q&A and eligible visual preview.

Luxury & Designer

Product storytelling without losing brand control.

Best-fit capability: controlled knowledge, comparison and approved support routing.

Footwear, Jewelry & Accessories

Pairing, dimensions, materials and gifting.

Best-fit capability: product comparison and category-specific guidance.

Merchant-Controlled Fashion Intelligence

Your catalog. Your language. Your commercial boundaries.

The Merchant Portal gives teams the operational foundation behind the shopper experience. Current controls remain distinct from roadmap or configuration-dependent capabilities.

Catalog and product truth

Current

Connected products, valid variants, applicable availability, catalog health and merchant-specific retrieval.

Brand and fashion language

Current foundation

Approved product terminology, fit guidance, materials, care, shipping, returns and Store Help information.

Styling and pairing logic

Mixed status

Current Complete-the-Look logic, with advanced manual pairing maps only where the live portal supports them.

Offers and commercial rules

Roadmap

Margin thresholds, autonomous discounting and profit-aware recommendation rules stay future-facing.

Current foundation — store connection, catalog sync, knowledge, usage, access keys and supported analytics.

Clearly labelled roadmap — Advanced merchandising builders, detailed campaign rules and automated commercial playbooks.

Merchant-defined rules

Every shopper response stays inside your boundaries.

Catalog scope, offers, blocked topics, and permitted actions apply before shoppers see a reply.

Fashion Intelligence and Outcome Tracking

See what shoppers want, question, compare and add to cart.

WardrobeIt turns supported shopper interactions into a clearer view of fashion demand and journey friction without presenting association as causation.

Shopper Signal

Repeated requests for a missing size or variant.

Review recorded interactions without treating them as the entire market.

Product Content

High interest, repeated fit questions, weak cart progression.

Review measurements, fit notes, imagery and product explanation quality.

Journey Pattern

Complete-look engagement before supported cart activity.

Sequence shows participation, not proof of incremental revenue.

Questions Fashion Merchants Ask

A fashion-first platform, explained clearly.

WardrobeIt stays grounded in merchant data, eligible product capabilities and visible measurement boundaries.

Explore fashion capabilities

WardrobeIt is an AI shopping experience platform for ecommerce stores. It helps shoppers discover products, ask questions, compare options, build complete looks, use eligible Virtual Try-On, select valid variants and add products to the merchant cart where supported.

Built Around the Fashion Decision

Build the shopping experience fashion products require.

Move shoppers from a broad occasion or style need to relevant products, approved answers, coordinated looks, eligible visual preview, valid variants and supported cart actions.

Understand the occasion. Guide the style decision. Build the complete fashion cart.