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    PRODUCTS
    AI Outfitting & Bundling Styling and shoppable experiences
    Al Image Studio AI-Generated Product Imagery for E-Commerce
    Catalog Enrichment Data, search, and discoverability
    Products Overview →
    AI Outfitting & Bundling
    Shop the Look Let shoppers buy the full outfit directly from any styled image.
    Styled for You Personalized outfit recommendations based on individual shopper preferences.
    Complete the Look Suggest complementary pieces to round out whatever a shopper is already viewing.
    Shop Similar Surface visually comparable alternatives when a specific item is out of stock or out of budget.
    Flat Lay to Model Choose from diverse models with full control over pose, crop, and framing.
    Background & Scene Swaps Place products in clean studio backgrounds, lifestyle environments, or custom lighting moods.
    AI Styling AI-paired outfitting with realistic fabric physics and the ability to highlight specific garments.
    Model Diversity & Inclusive Imagery Output-ready formats for PDPs, social platforms, and campaign lookbooks.
    Product Data Enrichment Fill gaps in product catalogs with structured, accurate attributes at scale
    On-site Search Ensure shoppers find exactly what they're looking for with smarter, intent-driven search results.
  • Innovation

    Innovation

    • Optimization Suite End-to-end performance tools that tune conversion rates, AOV, and UPT across every touchpoint.
    • Stylitics AI Labs Early-access experimental AI capabilities, from generative merchandising to next-gen personalization.
    • Stylitics Strata Enterprise data infrastructure connecting catalog intelligence, shopper signals, and AI models.
  • Solutions

    By Role

    • For E-Commerce Teams Drive conversion & AOV
    • For Product & Technology Teams Integrate & innovate faster
    • For Marketing & Content Teams Scale content & campaigns
    • For Heads of AI Govern & scale AI adoption

    By Business Type

    • For Multi-Brand Retailers Unified experiences at scale
    • For Brands Own your product story
  • Resources

    Resources & Tools

    • Case Studies Proven retail AI results
    • Press News and company coverage
    • Glossary Retail AI terms, defined
    • Blog Insights on retail AI
    • eBooks Deep dives for retail teams
  • Company

    Company

    • About The Leading Vertical AI Company in Retail
    • Infrastructure Production retail AI platform
    • Leadership & Culture Builders, experts, and operators
    • Careers Join the retail AI team
    • Pricing Plans built for production
    • Contact Talk to the Stylitics team
Book a demo
  • AI Outfitting & Bundling

    Styling and shoppable experiences

    • Shop the Look Let shoppers buy the full outfit directly from any styled image.
    • Styled for You Personalized outfit recommendations based on individual shopper preferences.
    • Complete the Look Suggest complementary pieces to round out whatever a shopper is already viewing.
    • Shop Similar Surface visually comparable alternatives when a specific item is out of stock or out of budget.
  • Al Image Studio

    AI-Generated Product Imagery for E-Commerce

    • Flat Lay to Model Choose from diverse models with full control over pose, crop, and framing.
    • Background & Scene Swaps Place products in clean studio backgrounds, lifestyle environments, or custom lighting moods.
    • AI Styling AI-paired outfitting with realistic fabric physics and the ability to highlight specific garments.
    • Model Diversity & Inclusive Imagery Output-ready formats for PDPs, social platforms, and campaign lookbooks.
  • Catalog Enrichment

    Data, search, and discoverability

    • Product Data Enrichment Fill gaps in product catalogs with structured, accurate attributes at scale
    • On-site Search Ensure shoppers find exactly what they're looking for with smarter, intent-driven search results.
  • Products Overview →
  • Optimization Suite

    End-to-end performance tools that tune conversion rates, AOV, and UPT across every touchpoint.

  • Stylitics AI Labs

    Early-access experimental AI capabilities, from generative merchandising to next-gen personalization.

  • Stylitics Strata

    Enterprise data infrastructure connecting catalog intelligence, shopper signals, and AI models.

  • For E-Commerce Teams

    Drive conversion & AOV

  • For Product & Technology Teams

    Integrate & innovate faster

  • For Marketing & Content Teams

    Scale content & campaigns

  • For Heads of AI

    Govern & scale AI adoption

  • For Multi-Brand Retailers

    Unified experiences at scale

  • For Brands

    Own your product story

  • Case Studies

    Proven retail AI results

  • Press

    News and company coverage

  • Glossary

    Retail AI terms, defined

  • Blog

    Insights on retail AI

  • eBooks

    Deep dives for retail teams

  • About

    The Leading Vertical AI Company in Retail

  • Infrastructure

    Production retail AI platform

  • Leadership & Culture

    Builders, experts, and operators

  • Careers

    Join the retail AI team

  • Pricing

    Plans built for production

  • Contact

    Talk to the Stylitics team

Book a demo
INDUSTRY LEADER

The #1 Outfitting & Bundling Solution for 10+ years

Stylitics delivers complete looks and dynamic bundles for the world’s leading retailers and brands.

Built on the platform that powers more than 90% of major outfitting and bundling programs, our solution combines advanced AI and massive retail datasets with real merchandising expertise to drive performance at scale.

Find Out More

10 Years of Trust

Category-Specific Shopping Experiences

Different categories require different discovery experiences.

Stylitics supports proven formats such as Shop the Look, Shop the Room, Complete the Set, Style With, and Outfit Builder — tailored to the product category and shopper journey.

Key Capabilities
  • Apparel, footwear, accessories, home, decor, sports, lifestyle, hobby, and more
  • Category-specific UX patterns
  • Designed for discovery and conversion

Inventory-Aware Outfitting & Bundling

Retail assortments change constantly. Stylitics adapts in real time.

Automated, same-day updates, and dynamic substitutions keep product combinations fresh, available, and relevant.

Key Capabilities
  • Same-day outfitting
  • Out-of-stock replacement
  • Real-time assortment checks

Deep Personalization

Stylitics enables one-to-one outfitting & bundling experiences tailored to the individual shopper.

From behavior-based recommendations to closet-driven outfitting & bundling and virtual try-on integration, the platform supports highly personalized discovery.

Key Capabilities
  • Behavior-based personalization
  • Closet-based outfitting
  • Virtual try-on support

Massive UI Experience Library

Stylitics provides one of the broadest libraries of outfitting & bundling experiences in retail.

Deploy across product pages, category pages, editorial content, mobile apps, campaign landing pages, and more.

Key Capabilities
  • Dozens of proven interfaces
  • Flexible placements and layouts
  • Optimized for retail conversion

Extreme Customization & Flexibility

Stylitics can be tailored to your categories, merchandising priorities, business rules, UI requirements, and brand standards.

This is not a fixed widget. It is a flexible platform built for real retail complexity.

Key Capabilities
  • Custom logic and controls
  • Brand-aligned presentation
  • Flexible deployment options

On-Brand Looks for Every Shopper

Stylitics generates dynamic outfits and bundles that help shoppers visualize how products work together — increasing confidence, engagement, and basket size.

Key Capabilities
  • Built-in trend, style, and regional relevance
  • Merchandising logic built into every result
  • Dynamic mix-and-match across assortments

Testimonials

J.Crew

"Through a beautifully crafted lookbook experience, Stylitics has unlocked a new way for us to represent our style point of view and inspire our customers to shop the full outfit. It’s intuitive and engaging, adding dimension to our shopping experience while driving meaningful impact to our business."

Ruchika Julapalli

SVP Digital Experience & Technology

Customer Story

Huckberry

"At Huckberry, our secret sauce is discovery. The Stylitics platform and rockstar team has enabled us to bring a new level of product and category discovery to our site experience that reflects a diverse range of styling options, inspiring the modern man to confidently style himself… and add more items to cart."

Brandon Cohn

Director of Digital Product

Customer Story

Suzanne’s

"We’re excited to offer this new level of personalized experience to our customers online. The ‘Styled for You’ widget provides outfit inspiration based on recent purchases or items a customer has shown interest in. Delivering a unique and tailored shopping journey, one not commonly seen on other Canadian retail sites, is something we’re proud of. Our customers are responding positively, and we continue to see strong engagement when we offer personalized experiences."

Sasha Becker

Director Marketing Operations

Customer Story

JD Sports

"Stylitics has enabled JD Sports to elevate our digital shopping experience, transforming PDPs into dynamic, outfit-driven destinations. By seamlessly integrating ‘Shop the Model’ imagery, we’ve made it effortless for customers to discover and shop complete looks, increasing visibility for our apparel assortment while driving higher AOV and UPT."

Kristin Matter

VP Digital Operations

Customer Story

Rhone

"Stylitics has helped us bridge the gap between our online and in-store experience, creating a path to product discovery and inspiring our customers with premium, curated looks."

Emily Heger

Director, Digital Product

Customer Story
WHY LEADING BRANDS CHOOSE STYLITICS

The Difference Between Stylitics and Basic Bundling Platforms

If you want basic product pairings, there are simpler tools. For the most widely adopted platform in AI outfitting and bundling, choose Stylitics.
Recommended

Stylitics

AI outfitting & bundling refined through years of real-world retail deployment.
The proven standard in AI outfitting & bundling
10+ Years Proven
Trained on massive styling and performance datasets
100B+ Sessions
Recommendations shaped by AI and expert style authority
AI + Experts
Extensive library of shopper experiences and UI patterns
Dozens of UIs
Built-in testing, optimization, and reporting tools
100+ Tests Per Year
Proven to operate at global retail scale
1,000+ Programs
Best for:
Enterprise Retailers Premium & Luxury Brands Large Assortments Global Commerce Teams Brand-Critical Discovery Experiences
Alternative

“Algorithm”-only vendors

Simple recommendation or pairing systems.
Product pairing without deeper style logic
Basic Rules or LLM
Limited retail context and merchandising intelligence
Thin Data
Minimal shopper experience variety
Few UIs
Little customization or flexibility
Rigid Setups
Limited experimentation and reporting
Light Analytics
Unproven at true enterprise scale
Early Stage or Copycats
Might work for:
Basic Cross-Sell Simple Product Pairing Smaller Catalogs Limited Merchandising Needs Early Experiments
ONGOING OPTIMIZATION

Test, Learn, and Improve Continuously

Stylitics includes the experimentation tools, analytics, and expert strategic support retailers need to optimize discovery experiences over time.

Experience Composer

Publish tailored experiences by category, channel, and market.

Testing Orchestrator

Run large-scale tests across algorithms, placements, and strategies.

A/B & Variant Testing

Experiment with UI, ranking logic, and shopper flows.

Performance Reporting

Measure engagement, conversion, and basket impact.

Merchandising Insights

Understand which combinations perform best.

Continuous Optimization

Programs improve as more session data is ingested and analyzed.

How J.Crew Made Editorial Imagery Instantly Shoppable

Stylitics helped J.Crew turn editorial imagery into shoppable outfitting across PDPs, Shop the Model, and triggered email. The result was stronger product discovery, deeper engagement, and a more connected shopping experience that stayed true to each brand’s aesthetic.

· 20% Cart-Add Rate · Shoppable Editorial · Cross-Channel Styling · Continuous Innovation ·

The AI Behind Stylitics Outfitting & Bundling

Stylitics combines advanced machine learning, retail logic, and real-time systems to power the industry’s most sophisticated outfitting & bundling programs.

Product Compatibility Models

AI identifies complementary items across large assortments and categories.

Merchandising Logic Engine

Retail rules, style knowledge, and product relationships work together in every recommendation.

Inventory-Aware Systems

Recommendations adapt automatically as products go in and out of stock.

Real-Time Optimization

Outfitting & bundling adjusts based on assortment changes and shopper behavior.

Large-Scale Data Processing

Millions of product relationships and combinations analyzed continuously.

Continuous Model Training

Algorithms improve as more assortments and interactions are added.
DATA ADVANTAGE

Retail’s Richest Styling Datasets

Stylitics is trained on one of the deepest product, styling, and merchandising datasets in the industry.

Multi-Vertical Intelligence

Coverage across apparel, footwear, accessories, home, decor, sports, lifestyle, hobby, and more.

Billions of Shopper Interactions

Continuous learning from real engagement data.

Styling Pattern Intelligence

Relationships derived from thousands of assortments and brands.

Merchandising Performance Data

Insights from real outfitting & bundling programs and conversion outcomes.

Brand-Level Customization

Models tuned to retailer assortment and brand identity.

Continuous Learning

The system gets stronger as more retailers and assortments are added.

Get Started

See Stylitics in Action

Discover how Stylitics helps retailers inspire shoppers, increase basket size, and unlock the full value of their assortments.

Schedule a Demo
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