These examples of big data retail personalization range from analytical style apps to connected cosmetics displays. The latter are designed to help shoppers select makeup that works best for their complexion while gaining access to product review information.
While Lyst's internal data analytics team drives sales by utilizing digital information, Perch Interactive's conceptual lipstick displays make custom makeup more accessible for consumers concerned about versatility and quality control.
Additionally, Amazon's bespoke suit shop makes handcrafted clothing more affordable for those looking to cut costs by shopping online. AI fashion fitting systems, DIY doll design kiosks and virtual shoe-fitting services are other notable examples of big data retail personalization that target Millennial consumers who seek quality at a reasonable price point.
22 Examples of Big Data Retail Personalization
22
Movement-Sensing Pop-Ups
Kingsmen Projects Has Allowed Brands to Create More Informative Pop-Ups
21
Luxury Car Digital Experiences
This Bentley Digital Experience Took Over an Amsterdam Hotel
20
On-Site 3D-Printed Shoes
The 'Feetz@DSW' Pop-Up Let Consumers Watch Their Shoes as They Printed
19
Interactive Window Displays
This Department Store Used Interactive Displays to Track Customer Data
18
Analytical Fashion Platforms
'Lyst' Uses Data Science and Analytics to Drive Sales
17
Window Shopper-Engaging Beacons
Lyle & Scott's Carnaby Street Location was Outfitted with Beacons
16
Futuristic Sporting Goods Stores
The New Sport Chek Flagship Pushes the Boundaries of Retail
15
Vending Machine Beacons
mBeaconVend Introduces a New Way to Accept Vending Machine Money
14
Furniture Customization Apps
This App Allows Users to Design Their Own Custom Pieces
13
Secure Fashion Retail Apps
'Mona' is a Digital Personal Shopper That's Powered Up Innovative AI
12
Virtual Shoe-Fitting Services
Department Store Isetan Uses a Flickfit 3D Scanner to Measure Feet
11
Mall-Navigating Chatbots
IBM's E.L.F. Chatbot Helps Consumers Navigate the Massive Mall of America
10
Holiday Shopping Chatbots
Nordstrom’s Facebook Chatbot Used AI to Offer Curated Gift Suggestions
9
Expansive Beacon Retail Networks
The Yext 'Xone' Beacon Network Offers Retailers Free Beacons
8
AI Fashion-Fitting Systems
Body Labs Blue Uses AI and Machine Learning to Fit Garments
7
Robotic Campus Retailers
The AVE Used SoftBank's Pepper Robot to Drive Foot Traffic
6
Experiential Personal Shopping Services
This Company Sends Personal Shoppers Directly to Customers
5
Phone-Based Suit Shops
'Difference' Specializes in Customization by Phone
4
Web-Based Suit Boutiques
An Amazon Private Label Shop Makes Bespoke Suits Available Online
3
Data-Driven Gift Apps
The 'SurpriseMe' Shop App Tailors Gift Options to Your Preferences
2
Smart Winterwear Mirrors
Superdry's Smart Retail Mirror Saves a Trip to the Dressing Room
1
Connected Cosmetics Displays
Perch Interactive's Digital Product Display Shares Valuable Data
Related Ideas
Health Data Personalization
Sahha Uses Health Insights To Deliver Personalized User Experiences
Personal Shopping Apps
Aritzia's New App Delivers Boutique Shopping to Your Smartphone
Hyper-Personalized Homepages
Saks Global Created a Homepage Experience Unique to Every Customer
AI-Managed Retail Stores
Andon Labs Deploys an AI Named Luna That Controls Store Operations
GenAI Fashion Campaigns
Desigual x Neural Fashion Launched an Editorial with AI-Generated Garments
Spatial AI Shopping Technologies
VusionGroup EdgeSense AI Immerses Shoppers
Automated Retail Concepts
VenHub Smart Stores Use Ai & Robotics to Redefine a Shopping Experience
Collaborative AI Fashion Experiences
Curated for You x Microsoft Launch a Fashion Discovery Tool
Social Media-Inspired Retail Apps
Depop Outfits Lets Users Create Moodboards and Collages
Optician-Focused AI Retail Solutions
KITS Eyecare Ltd. Has Introduced OpticianAI™
AI Beauty Shopping Apps
Amorepacific Introduces a ChatGPT-Based Shopping App
Purpose-Built Intelligence Platforms
Shoptelligence Debuts the ShopLab AI and ShopLaunch AI Tools
AI-Driven Shoppable Catwalks
Topshop and THG Studios are Hosting a Next-Gen Fashion Experience
AI Skincare Advisors
Haut.AI Skin.Chat Recommends Products, Explains and Adds Items to Cart
AI Skincare Consultant Apps
Haut.AI's Consumer-Facing Skin.Chat Simplifies Amazon Shopping
AI-Powered Fashion-Focused Digital Platforms
Makalot & Meta Intelligence Spotlight StyTrix
AI Chat Shopping Systems
Shopify Brings Retail to ChatGPT
AI-Assisted Skincare Ingredient Experiences
Givaudan Active Beauty & Haut.AI Highlight Innovations
Digital Avatar Makeup
Roblox Expands into Digital Avatar Makeup with Customizable Cosmetics
Gamified Shade-Matching Activations
Rare Beauty and Sephora Launched the True to Myself Match Up
Experiential Brand Stores
New Era Creates Interactive Retail Space With Custom Cap Design
Fashion-Focused AI Applications
Aesthetic's FindGPT Provides a Link Between Inspiration & Commerce
Mid-Transition Styling Services
Stitch Fix is Targeting GLP-1 Users
Virtual Footwear Try-Ons
Google's AI-Powered Try-On Tech Helps with Online Shoe Shopping
Generative AI Retail Strategies
Kroger & Google Cloud Enhance Growth and Personalization
In-Store Audience Analytics Platforms
Walmart Connect Mexico Deploys Advertima For Real-Time Store
Rewards-Based Beauty Devices
Sephora Expanded its Rewards Catalog With High Tech Skincare Tools
Personalized Lash Recommendation Experiences
LashLovr Helps Shoppers Find Styles That Fit Best
AI-First Shopping Experiences
Walmart and OpenAI are Partnering to Simplify Purchases
Immersive Video Shopping Experiences
ASOS Live Blends Creator-Led Content with Real-Time Shopping
Beauty Analysis Tools
AI Beauty Test Analyzes Photos For Beauty Scores And Facial Insights
Personalized AI Billboards
Mercado Libre's Custom Billboards Analyze Their Surroundings and Adapt
AI Beauty Assistants
Sephora Launched Advanced Chatbot Features for Virtual Try-Ons and Bookings
AI-Powered Foundation Finders
Mary Kay's AI Foundation Finder Provides Personalized Suggestions
Data-Driven Digital Experiences
Samsung Unveiled a Color-Changing Installation in London
Agentic Shopping Experiences
Price.com's Buy with AI Helps Shoppers Get Deals, Cashback & More
AI-Powered Facial Services
Apeer Beauty Developed a Tech-Backed Bespoke Skin Treatment
AI Shade-Matching Experiences
Dcypher's Complexion Concierge Roadshow Creates Custom Foundation
AI Beauty Apps
Refresh App Combines Hair, Makeup and Styling in One AI Platform
AI-Assisted Skincare Routines
The LYMA App Uses AI-Powered Analysis to Personalize Skin Health
AI Retail Forecasts
Experts Outline how AI will Reshape Commerce By 2026
AI-Driven Retail Supply Chains
Dollar Tree Uses AI and Cloud Systems to Improve Inventory
Virtual Fashion Studios
CostumePlay AI Lets You Try On Clothes Virtually And Explore Styles
AI Shopping Integrations
Sephora’s ChatGPT App Enables AI-Powered Product Discovery
Virtual Styling Tools
TryMe AI Lets Users Preview Outfits And Track Style Choices
AI-Powered Product Discovery Tools
The Vitamin Shoppe's Shoppe Advisor Supports In-Store Education
Personalized Beauty-Tech Systems
MaXpace Lets Brands Produce Custom Formulas On-Site
Freshness-Focused Perishable Goods Tools
Simbe Recently Enhanced Its Data Analytics Platform
AI Retail Concierge Systems
Puma’s In-Store AI Assistant Offers Multilingual Product Guidance
Shoppable Beauty Routine Apps
BeautyShelf Helps Users Discover Authentic Recommendations
AI-Powered Styling Experiences
Gensmo and Fabrique are Changing How People Get Dressed
GenAI Style Visualizers
Stitch Fix Vision Creates Personalized, Shoppable Outfits
AI-Powered Shopping Features
John Lewis Launches a TikTok Shop Trial
GenAI Fashion Try-Ons
Perfect Corp. Fashion APIs Help Shoppers Visualize Scarves, Hats & More
AI-Powered T-Shirt Customization Platforms
TeeDIY Debuts an AI-Powered Website for 2026
Self-Expression Festival Activations
Barbie Brings Customizable Persona-Building to Coachella
AI-Powered Personalized Shopping Features
Instacart AI Solutions are Optimized for Grocers
AI-Powered Shoppable Runways
Topshop and THG Studios Hosted a Front Row AI Experience
AI-Powered Home Improvement Experiences
The Home Depot Expands Its Collaboration with Google Cloud
AI Retail Experiences
RELEX Solutions Uses AI to Elevate In-Store Customer Journeys
Virtual Clothing Tools
Virtual Try On Generates Realistic Clothing Images For Marketing And Social
Mood-Based AI Product Discovery
Starbucks Uses ChatGPT to Recommend Drinks Based on User Mood
AI-Powered Shopping Features
Target is Making Seasonal Gifting Easier, Personalized and More Fun
Luxury Sector-Focused AIs
Balenciaga & Intelo.ai Deliver Collaborative Intelligence Agent Network
AI Merchant Discovery Ecosystems
Amazon’s Shop Direct is Now Available for Merchants
AI-Assisted Retailer Websites
Lightspeed Showroom Gives Brick-and-Mortar Stores an Online Presence
Fashion Visualization Tools
AI Clothes Changer Enables Virtual Outfit Swaps And Model Generation
AI-Powered Shopping Tools
Target Partners with ChatGPT to Highlight New AI Shopping Capabilities
Next-Gen Consumer Goods Technologies
Unilever and Google Cloud Partner to Produce Strong Products
Emotionally Intelligent Retailer Platforms
JK Tech Spotlights Its Artificial Intelligence Platform
Personalized AI Style
Cutmuse Delivers AI-Powered Haircut And Style Advice Tailored To You
Personal Listening Experiences
Spotify Showcases its Consumer-First Approach at Elevate Festival
Dynamic Art Displays
Mirage Transforms Personal Photos Into AI-Generated Artistic Scenes
Personalized AI Shopping Features
Meta Launches Meta AI Shopping Research Experimental Tool
AI-Powered Retail Platforms
Target Introduced a Mobile App Rebuild with AI Coding Companions
AI Checkout Kiosks
Retailers Embrace AI Vision To Speed Self-Checkout Lines
Curated Resale Experiences
Poshmark Blends Community Curation with Personalized Shopping
Personalized Home Shopping Platforms
MAiN Creates a 3D Model from a Single Image Using AI
AI-Powered Shopping Platforms
Daydream Represents an Innovative Approach to Digital Fashion Retail
Experience-Enhancing POS Retail Apps
MomentScience Reveals MomentApps
AI Outfit Planners
Moodrobe AI Suggests Personalized Outfits Based on Wardrobe Or Mood
Integrated AI shopping
David’s Bridal Integrates Products into ChatGPT and Copilot
AI-Powered Foundation-Matching Platforms
Clarins Has Unveiled the AI Shade Finder
Brand-Led GenAI Experiences
Revieve's AI Skin Advisor for ChatGPT Supports Brands & Retailers
Agentic Retail Decision Features
PAR Technology Launches PAR Retail Drive AI
AI-Powered Personal Shoppers
The New Perplexity Shopping Experience is Conversational
Conversational Sizing Recommendations
Gap Inc. Introduced Predictive Sizing and AI-Native Commerce
Smart Mirror Platforms
loook.ai Helps Brands and Retailers Transform Retail with AR Mirrors
GenAI Sizing Technologies
CATCHES's RealFit Enhances E-Commerce Fashion with Movement and Drape
Retail Tech Revamps
Claire's Invests in Modern POS and Data Integration
AI Retail Call Systems
Phonexa Enhances Retail Phone Journeys With Omnichannel Intelligence
Virtual Styling Tools
Outfits AI Lets Users Explore Endless Outfit Possibilities Instantly
Customer Retention Tools
Lively AI Predicts Customer Churn and Suggests Retention Actions
AI Pet Matching Platforms
Amazon’s Tool Uses AI to Pair Adopters with Compatible Shelter Pets
Digital Twin Retail Technologies
Hanshow and Microsoft Explore the Store Digital Twin Technology
AI Post-Purchase Platforms
FedEx Tracking Plus and Returns Plus Streamline Branded Experiences
AI Style Assistants
Clothly AI Analyzes Your Outfits To Enhance Personal Style Choices
Tech-Enhanced Content Platforms
Perfect Corp's YouCam App Suite Taps AI, AR & Agentic Innovation
Virtual Try-On Tools
Clothing Virtual Try On Shows Realistic Outfits For Online & Retail Shopping
AI Virtual Try-On Tools
DressUp AI Enables Virtual Try-Ons To Improve Online Apparel Decisions
AI Style Consultants
StyleAdviceAI Provides Personalized Fashion and Beauty Guidance
AI-Powered Sampling Experiences
Swish is Revolutionizing How Consumers Try New Products
Digital Health Tools
AI Health Coach Provides Personalized Insights From Wearable Health Data
Retail-Linked Targeting Features
Netflix Integrates Amazon Audiences Through Amazon DSP
Social-First Beauty Retailers
Sally Beauty Joins TikTok Shop
Virtual Hairstyle Previews
AI HairstyleApp Lets Users Preview Hairstyles Before Visiting The Salon
Style Intelligence Platforms
FitCheckLab Analyzes Outfits And Organizes Your Digital Wardrobe
Agentic Beauty Shopping
Ulta Beauty Integrates Gemini AI for Seamless Product Discovery
Real-Time Decision Engines
Replenit Launched its AI Decision Engine
Visual-First AI Assistants
Pinterest Assistant Provides Personalized, Proactive Recommendations
Agentic Retail Platforms
Levi Strauss And Microsoft Develop Unified AI Super Agent
Expansive AI Product Catalogues
Morrisons and Google Cloud Launch an AI-Powered Product Finder
AI-Powered Try-On Shopping Features
The 'Doppl' App Now Features a Discovery Feed
Personal Insight Platforms
Reflect Uses Data Tracking To Support Self-Improvement And Insights
Data-Driven Automotive Retailer Tools
Cars.com Debuts AI Video Tools, Hub Reporting & More
Predictive Mobile Advertising Features
T-Mobile Advertising Solutions Unveiled Contextual AI Ads
AI Voice Ordering Systems
Casey’s General Stores Uses Conversational AI to Handle Orders
Simplified AI Shopping Tools
Target Focuses on Holiday Shoppers with its New AI-Powered Tools
AI Fashion Assistants
Your AI Personal Stylist That Matches Looks to Vibes with Ease
AI-Powered Retail Analysts
Bluecore's Marketing Agent is Poised to Revolutionize Retail
Conscious Shopping Assistants
Better Buy Reveals Product Risks And Suggests Healthier Alternatives
AI Shopping Marketplaces
unmess AI Helps You Discover Products Tailored To Your Preferences
Physical-World Data Marketing
WPP Uses Google Earth AI to Predict Real-World Consumer Behavior
Virtual Styling Tools
Alta Partners with Public School for Embedded Avatar Try-Ons
AI-Native Store Research
Vusion and Qualcomm Released the AI-Native Store™ White Paper
Retail AI Assistants
Retail AI Council Develops AI Tailored to Industry-Specific Needs
AI Commerce Platforms
iMerch.ai Delivers Personalized Shopping And Smart Storefront Solutions
Personalized Beauty Planners
Makeup Playbook Helps Create, Share, and Explore Beauty Routines
Transparency Driven Shoppers
Akeneo's 'PX Pulse' Highlights Demand For Clearer Product Details
AI-Powered Wardrobe Management Apps
'ClosetIQ' Analyzes a User's Style to Find Outfits
AI-Powered Customer Personalization Features
eGrowcery and Birdzi Form a Strategic Partnership
Data-Activated Direct Mail Programs
AI Mail Predicts Homes Most Likely to Convert to Leads & Sales
Retail Marketing Advancements
Westfield Rise Debuts a Programmatic Targeting Solution For Malls
Personalized AI Assistance
Gemini Personalization Delivers AI Help Tailored To You And Your Data
Real-Time Grocery Personalization Platforms
Birdzi’s Journey Tool Delivers Automated Behavior-Base
Public Data Personas
Cambium AI Turned Structured U.S. Data Into Audience Insights
AI-Powered Seller Dashboards
Amazon Introduced the AI-Powered Canvas Tool In Seller Central
Conversational Shopping Assistants
Macy’s New Ask Macy’s Chatbot Launches on Gemini
AI-Powered Assortment Tools
Newell Brands Unveiled Its Direct-to-Consumer AI Model
Personalized AI Shopping Experiences
Walmart Launches a Branded ChatGPT Environment