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
AI-Generated Fashion Campaigns
Mango Debuted Its First AI Campaign for Its New Teen Line
AI-Powered Lipstick Application Systems
Grupo Boticário Partners with CESAR Innovation Hub
Technology-Driven Retail Spaces
ARK Visual Unveils Future Stores as an Immersive Retail Identity
Data-Driven Beauty Formulations
Meiyume's 2024 ODM Collection Leverages AI Beauty Insights
AI-Assisted Aisles
The Cantaloupe Smart Aisle Supports Frictionless Retail Experiences
GenAI Eyewear Shows
Innovative Eyewear Launched the First Generative AI Fashion Show for Eyewear
AI-Powered Shopping Experiences
SOOT Introduced Moodboard-Inspired Shopping
Automated Product Description Generators
H&M is Working with Cherry AI to Automate its Copywriting
Customizable Beauty Brands
The Body Lab Offers Customization Expertise into Body Care
Qualitative Data Analytics
Cynthia AI Analyzes Customer Feedback and Drive Actionable Insights
Mood-Based Makeup Mirrors
The L’Oréal Mood Mirror is a CES 2025 Beauty-Tech Innovation
AI Healthy Living Assistants
Hungryroot's SmartCart Simplifies Shopping and Meal Planning
AI-Powered Ecommerce Technologies
Hugo Boss Launches a New AI-Powered Product Content Feature
AI-Enabled E-Commerce Platforms
Bloomreach Expands its Personalization Feature to Spain and Italy
AR-Powered Vending Machines
Snapchat and L’Oréal Made a Gamified Lens to Share Refillable Haircare
AI Eyewear Try-Ons
GlassesUSA's Pairfect Match AI Recommends Styles for Unique Facial Features
AI-Powered Advertiser Campaigns
Instacart Utilizes its Automation Tools for Universal Campaigns
Instant Virtual Fitting Tools
HeyBeauty AI Try-On Copilot Let's You Try on Clothes With a Click
GenAI Thrifting Tools
ThredUp's AI-Powered Shopping Tools Support Unique, Sustainable Finds
AI-Driven Product Photoshoots
Unilever Shared Its Use of AI and Digital Twins at NVIDIA GTC 2025
Novel AI-Generated Product Designs
Arcade Introduced a Transformative AI Product Creation Platform
GenAI Home Shopping Tools
Wayfair Muse Elevates the Customer Search Experience with AI
5g-Enabled Retail Showcases
Singtel is Surpassing Consumer Expectations with 5G Retail
AI Skincare Recommendations
Perfect Corp.'s AI Skincare Product Recommendation Assists Brands
Efficiency-Driven AI Retail Models
Google Cloud's New Retail Solutions Seek to Optimize Workflow
Interactive AI-Powered Retail Kiosks
Skechers and We Are Social Singapore Launched the Luna Kiosk
AI-Driven Direct-To-Consumer Platforms
Albertsons Offers Personalized Food and Beverage Products
Virtual Holiday Shopping Experiences
Amazon Introduces a New Holiday Shop with 3D Technology
GenAI Makeup Solutions
Wanna-Beauty AI is a CES 2025 Innovation Awards Honoree in AI
Tailored eCommerce Platforms
Zoovu Offers a Personalized eCommerce Solution with AI
Digital Twin Models
H&M is Working with Models & Agencies to Replicate Virtual Likenesses
Curated Online Fashion Storefronts
SHEIN Introduced its 'Trend Stores' for Personalized Shopping
Phygital Beauty Store Experiences
Sephora's Store of the Future Locations are Immersive
Virtual Try-On Services
SpreeAI is Making Significant Strides in the Fashion Industry
Transformative AI Shopping Experiences
Omoda and Google Cloud Partner for Generative-AI Shopping
Tailored Retail Experiences
Levi’s Reinvents Retail with NextGen Indigo Shopping Experience
Personalized Customer Service Tools
Walmart Launched 'Wallaby' Powered by Generative AI
Influencer-Focused Retail Stores
Princess Polly is Adding New Stores with Selfie Mirrors, Events
Accessible Mindful Shopping Initiatives
Style DNA Brings Sustainability to Black Friday Shopping
Holographic Fragrance Installations
The Perfume Shop Stores Incorporate Holographic Technology
Automated AI Shopping Assistants
Visa Intelligent Commerce Supports Shoppers with the Power of AI
AI-Enhanced Digital Marketing Tools
Alison.ai Offers a Modern Solution for Marketing Professionals
AI Beauty Shopping Experiences
Revieve x Google Cloud Launch the Next Gen AI Advisor Series
Retail-Focused AI Blueprints
NVIDIA Will Transform Shopping Experiences Online & in Stores
AI Fashion Photoshoots
Glimsy AI Instantly Create Stunning Clothing Photoshoots with AI Models
AI Retail Wearables
Augmodo SmartBadges Track Tasks and Inventory in Real Time
Spatial Computing Kitchen Designers
Lowe's Style Studio Helps People Design with Apple Vision Pro
In-Store AI Stylists
Skechers' Luna Helps Customers Choose What to Buy
Digital Travel Retail Experiences
Clarins Debuted an Initiative at the Airport in Hainan, China
Immersive Gondola Displays
ColourPop is Getting a New Immersive Makeover at ULTA
AI-Powered eCommerce Features
Amazon Interests Offers Tailored Product Options for Shoppers
AI-Backed Grocery Recommendations
Instacart Smart Shop Uses AI to Enhance Searches
AI-Generated Nail Polishes
Blank Beauty Creates Custom Nail Polish Shades with Stunning Accuracy
Personalized Ecommerce Updates
Google Shopping Introduces a 'For You' Feed for its Ecommerce App
AI-Driven Last-Mile Deliveries
The Rounds Predicts When Items Need Replacing with Machine Learning
AI-Enhanced Shopping Experiences
Coveo’s Collaboration with Shopify Seeks to Streamline Shopping
AI-Generated Retail Music
M-Cube's M-Lab Uses AI to Adapt In-Store Music to Customer Preferences
Article Product Suggestions
BuzzFeed Teams Up with Shopsense AI to Debut Product Recommendations
Fashion AI Platforms
AI Fashion Concierege App 'Aesthetic' Creates a Tailored Shopping Experience
Hyper-Personalized Playlists
Spotify is Using Advanced AI to Create a Connection Through Playlists
Virtual Interactive Shopping Experiences
Appy Pie Endpoint Launches Suite of Virtual Try-On APIs
AI-Powered Styling Platforms
Amazon x Wishi Redefine Luxury Fashion with AI-Powered Styling
AI Automotive Retail Initiatives
Cox Automotive is Using AI to Streamline Vehicle Purchasing
Digital Try-On Solutions
Bariano Uses Try with Mirra Technology for its New Virtual Fitting Rooms
AI-Generated Self-Portraits
Persona AI Creates Stunning, Realistic Photos of You, Powered by AI
Hyper-Personalized AI Campaigns
Tesco's Stronger Starts Uses AI to Recognize Customers by Name
Personalized Skin Analysis Solutions
The L’Oréal Cell BioPrint is Headed to CES 2025
Elevated In-Store Experiences
Bath & Body Works Adapts its Store Designs to Appeal to Gen Z
Hyper-Targeted Shoppable Posters
Glossier and Shop Launched Posters with Geo-Gated Location Tech
In-Store Beauty Bars
Walmart Beauty Bars Help Customers Discover Products & Test Samples
Generative AI-Powered Retail Platforms
UST Has Introduced the UST Retail GenAI Platform
AI-Powered Color Solutions
Sherwin-Williams Unveils Smart App for Personalized Paint Selection
Immersive Virtual Pop-Ups
Benefit Launches Virtual 'Benemart' Concept for Holiday Shopping
AI Thrifting Assistants
ThredUp Debuts New AI Features to Enhance Consumers' Shopping Journeys
AI-Powered Retail Assistants
Walmart Launches the Wally Generative AI Assistant
Size-Replicating Try-On Technologies
Google Shopping Debuts Virtual Dress Try-Ons in the U.S.
Trend Prediction Services
Tagwalk Revolutionizes Fashion Forecasting with a New AI Dashboard
Inventive Retail Strategies
H&M is Working to Localize Its Shopping Experience
AI-Powered Review Insights
Yelp Adds New AI Features for Restaurant-Goers and Owners
Product Visualization Experiences
Threekit’s AI Visual Configurator Enhances Product Customization
Hyper-Personalized Beauty Platforms
Kult App Transforms How Shoppers Find & Buy Products in India
AI-Powered Clothing Shopping Partnerships
True Fit and Shopify are Working Together for Sizing
AI-Powered Digital Employees
Product Genius Transforms How Small Businesses Connect with Customers
AI Product Experience Solutions
Stibo Systems Helps Brands Keep Products Competitive with Data
Emotive AI Systems
The Three-Piece PiA Suite Reimagines Interactions with Smart Systems
In-Store Audience Engagement Solutions
Social Shelf® Has a Novel Approach to Customer Engagement
Accessible Fashion Tours
The Walmart Style Tour Shares Personalized Color Analysis & Styling Tips
AI-Personalized Lipsticks
Maison M Recommends Flattering Shades with Artificial Intelligence
GenAI Makeup Marketing
MAC Cosmetics is Tapping into the Power of Adobe Firefly Services
GenAI Resale Apps
Poshmark Smart List AI Generates Comprehensive Listings
AI Body Measuring Platforms
Fytted is a New Virtual Fitting Room Tool for 600 Popular Brands
Digital Taste Profiles
The Shelf App Creates Comprehensive Media Consumption Analytics
AI-Powered Stylists
FitCheck AI Provides Real-Time Analysis and Personalized Recommendations
Personal Shopping Apps
Beamble is Redefining Luxury with On-Demand Personal Shopping
AI-Powered Beauty Consultants
Twinit AI Makeup Enhances Personal Features with AI and 3D Vision
Generative AI Shopping Assistants
SoftServe Debuts a New Gen AI Retail Shopping Assistant
AI-Assisted Shoppable Searches
ChatGPT Now Offers New AI-Powered Shopping Experiences
AI Customer Research Solutions
Dovetail Offers Customer-Focused Solutions for Product Managers
Style-Translating Music Apps
Groovify Transforms Looks into Music with Artificial Intelligence
AI-Backed Skincare Platforms
SmartSKN Launches the SMARTSKN PRO for Personalized Skincare
3D Beauty Shopping Experiences
Benefit Cosmetics and Obsess Team Up on a 3D Shopping Experience
Tech-Enhanced Beauty Marketplaces
Fresha Plans to Boost Machine Learning and AI Robotics Abilities
Human-Assisted AI Tools
Verizon Launched a Suite of AI Tools to Improve Customer Experiences
AI-Powered Lifestyle Photography
Nextech3D.AI Introduces New Features for its Ecommerce AI Studio
Social Shopping Networks
Stage TEN Empowers Creators to Build Their Own Live Shopping Channel
Rewarding AI Shopping Apps
The ShopUp App Revolutionizes In-Store Shopping with AI Data
GenAI Planogram Tools
Optimum Retailing Launched Realgram AI at NRF 2025
AI Advertising Tools
Deep Sync One Introduced a New Audience-Building Feature in Its Platform
Interactive AI Product Demos
DemoDazzle Creates AI Interactive Demos with Human-Like Avatars
AI Style Assistants
Fitcheck AI is a Personal Stylist Offering Outfit Recommendations and Advice
Review Analysis Tools
Appinion Offers AI Insights for App Reviews to Improve Performance
Consumer Insight Engines
Buzzabout Delivers Real-Time Insights From Billions of Conversations
Smart Meal Planning
Kitchen Savvy App Uses AI To Personalize Recipes And Save Time
AI Fashion Tools
Virtualfit Lets Users Try on New Looks Instantly in a Digital Space
Geo-Targeting Store Advertisements
Tesco Recommends Ads Based on a Shopper's Location in a Store
Omnichannel Automotive Services
Automotive Mastermind has Adapted to Modern Consumer Patterns
AI-Driven Consumer Goods Platforrms
Cpg Radar’s New AI-Driven Platform is Efficient
AI Shrink Reduction Tools
Groupement Mousquetaires Debuts a Partnership to Address Checkout Fraud
AI-Guided Selling Tools
Threekit's AI Guided Selling Lets Buyers Interact with an AI-Powered Agent
Sales-Focused Customer Avatars
Avatar Architect Leverages AI to Generate Audience Profiles
Beverage-Focused Data Analytics Tools
Fresh Blends Unveils an Upgraded Fresh Blends Cloud Platform
Personalized Retail Media Networks
Thrive Market Collaborates with Instacart on a New Network
Sustainable AI Fashion Platforms
Pronti AI Aims to Eliminate 'Outfit Stress'
Brand Discovery Platforms
SmartCustomer by Sitejabber Helps Customers Find New Favorite Brands
Direct Engagement-Focused AI Platforms
ShopSight Taps Generative AI to Improve Retail Experiences
AI Marketing Data Assistants
DataGems Helps Businesses Create Data-Driven Stories That Resonate
Retail-Forward AI Tools
PicoNext’s AI Tool Creates Digital Product Passports
Gamified Shopping Experiences
Browse Booster Rewards Coupons for Product Views
Digital Sales Representatives
The Eyekandy Sales Ambassador Delivers Real-Time, Human-Like Support
AI-Powered Tech Deliveries
Best Buy Unveils the New AI-Powered Delivery Service
AI E-commerce Support
3WiN Enhances E-commerce With 24/7 Support and Personalized Shopping
AI Dating Photos
Dating Photo AI Creates Professional Photos to Boost Your Matches
Product Review Hubs
CherryPicks.Reviews Curates Top Products Through Data-Driven Insights
AR Merchandising Tools
Instore Activation Enhances Trade Marketing With Real-Time AR Solutions
AI Conversion Tools
Optimize Customer Journeys With Coho AI for Higher Conversions
Contextual Analytics Platforms
PerceptInsight Delivers Actionable Analytics for Startup Growth
Comprehensive Personalization Platforms
Monetate Aims to Enhance Digital Experiences
Personalized AI Gift Recommender
Gift Recommender Simplifies Gift-Giving by Analyzing Details
3D Asset-Focused Retail Solutions
Best Home Furnishings Works with 3D Cloud on New Shopping Tools
Dynamic Discounting Tools
Promi Personalizes Discounts To Optimize Revenue For Ecommerce Merchants