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
AI-Managed Retail Stores
Andon Labs Deploys an AI Named Luna That Controls Store Operations
Spatial AI Shopping Technologies
VusionGroup EdgeSense AI Immerses Shoppers
Automated Retail Concepts
VenHub Smart Stores Use Ai & Robotics to Redefine a Shopping Experience
AI Beauty Shopping Apps
Amorepacific Introduces a ChatGPT-Based Shopping App
Purpose-Built Intelligence Platforms
Shoptelligence Debuts the ShopLab AI and ShopLaunch AI Tools
Hyper-Personalized AI Shopping Tech
OTB Group Embraces Hyper-Personalization with Google Cloud
AI-Driven Shoppable Catwalks
Topshop and THG Studios are Hosting a Next-Gen Fashion Experience
AI Skincare Consultant Apps
Haut.AI's Consumer-Facing Skin.Chat Simplifies Amazon Shopping
AI Chat Shopping Systems
Shopify Brings Retail to ChatGPT
AI-Assisted Skincare Ingredient Experiences
Givaudan Active Beauty & Haut.AI Highlight Innovations
Gamified Shade-Matching Activations
Rare Beauty and Sephora Launched the True to Myself Match Up
Digital Avatar Makeup
Roblox Expands into Digital Avatar Makeup with Customizable Cosmetics
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
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
Experiential Brand Stores
New Era Creates Interactive Retail Space With Custom Cap Design
AI Fashion Stylists
Outfitt AI Curates Outfit Recommendations Based On Your Style
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
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
AI Retail Concierge Systems
Puma’s In-Store AI Assistant Offers Multilingual Product Guidance
AI-Powered Shoppable Experiences
ASOS Launches Thire ASOS Stylist With ChatGPT Integration
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
Self-Expression Festival Activations
Barbie Brings Customizable Persona-Building to Coachella
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
Accessible Beauty Consultations
Walmart’s Beauty Experts Offer Personalized In-Store Guidance
AI-Powered Shoppable Runways
Topshop and THG Studios Hosted a Front Row AI Experience
AI-Powered Personalized Shopping Features
Instacart AI Solutions are Optimized for Grocers
AI Retail Experiences
RELEX Solutions Uses AI to Elevate In-Store Customer Journeys
Personalized AI Billboards
Mercado Libre's Custom Billboards Analyze Their Surroundings and Adapt
AI-Driven Retail Supply Chains
Dollar Tree Uses AI and Cloud Systems to Improve Inventory
Color Analysis Tools
Happy Palette Delivers AI Personal Color Styling At Accessible Pricing
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 Beauty Apps
Refresh App Combines Hair, Makeup and Styling in One AI Platform
Shoppable Discovery Commerce
SmartCommerce and Ahold Delhaize USA Connect Content to Carts
Mood-Based AI Product Discovery
Starbucks Uses ChatGPT to Recommend Drinks Based on User Mood
Virtual Try-On Tools
Clothing Virtual Try On Shows Realistic Outfits For Online & Retail Shopping
AI Virtual Try-Ons
Wear AI Lets Users Try On Clothing Using AI And Personal Photos
Jewelry Retail Technolgies
A.JAFFE Launched Its AI Custom Jewelry Renderings for Retail Partners
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
AI-Assisted Pricing Systems
Academy Sports + Outdoors Launches Its Dynamic Pricing Feature
Agentic Shopping Platforms
Hey Savi Uses AI to Search, Compare and Buy Fashion
Fashion Visualization Tools
AI Clothes Changer Enables Virtual Outfit Swaps And Model Generation
Predictive Artificial Intelligence Tools
Creatable AI Analyzes Social Commerce Data
AI Sports Coaching Platforms
DICK'S Launches Coach AI for Personalized Athlete Guidance
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 Dating Platforms
Dataing Uses Digital Footprints And AI To Create Smarter Matchmaking
AI Checkout Kiosks
Retailers Embrace AI Vision To Speed Self-Checkout Lines
Curated Resale Experiences
Poshmark Blends Community Curation with Personalized Shopping
Autonomous Retail Merchandising Platforms
Retail Express Uses AI to Automate Pricing and Discounts
Personalized Home Shopping Platforms
MAiN Creates a 3D Model from a Single Image Using AI
Experience-Enhancing POS Retail Apps
MomentScience Reveals MomentApps
AI Outfit Planners
Moodrobe AI Suggests Personalized Outfits Based on Wardrobe Or Mood
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
Synthetic Consumer Personas
Leger Uses AI Personas to Simulate Consumer Reaction
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
AI Shopping Assistants
Amazon Alexa Uses AI to Personalize Product Search and Purchases
Outcome-Simulation Skincare
Haut.AI and OLAY Visualize Product Effects Before Purchase
Integrated AI shopping
David’s Bridal Integrates Products into ChatGPT and Copilot
Content-First Shopping Experiences
Gopuff and SpaceXAI Launched Go, a Personal Shopping Genius
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 Product Discovery
INeedThat Helps Users Find Products by Describing Everyday Problems
Creator-Led Beauty Commerce
Amazon India Combines Creator Content and Beauty Shopping
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-Powered Shopping Ecosystems
Wayfair Partnered With Google on AI Commerce Infrastructure
AI Pet Matching Platforms
Amazon’s Tool Uses AI to Pair Adopters with Compatible Shelter Pets
AI-Personalized Streaming Ads
Amazon Customized Prime Video Ads Using Shopping Behavior Data
Tech-Enhanced Content Platforms
Perfect Corp's YouCam App Suite Taps AI, AR & Agentic Innovation
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
Retail-Linked Targeting Features
Netflix Integrates Amazon Audiences Through Amazon DSP
Style Intelligence Platforms
FitCheckLab Analyzes Outfits And Organizes Your Digital Wardrobe
Agentic Beauty Shopping
Ulta Beauty Integrates Gemini AI for Seamless Product Discovery
AI Shopping Search Tools
Vibe Shopping Uses AI To Identify Products From TikTok And Video Content
Visual-First AI Assistants
Pinterest Assistant Provides Personalized, Proactive Recommendations
Agentic Retail Platforms
Levi Strauss And Microsoft Develop Unified AI Super Agent
Expanded Visual Search Features
Amazon Unveiled Its Visual Search Capabilities in Shopping App
AI Bespoke Beauty Labs
Amorepacific’s Flagship Creates Personalized Cosmetics On-Site
AI-Powered Mobile Commerce Platforms
Button Notes the Efficacy of Its AI Optimization Platform
AI-Powered Try-On Shopping Features
The 'Doppl' App Now Features a Discovery Feed
AI-Powered Fashion Consultants
Meadowhall's Style Suite Provides Free, Fast, Custom Color Analysis
AI-Powered Discovery Commerce
Shopen AI Personalizes Product Discovery and Deal Finding
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 Grocery Ordering
Grocery Outlet Deploys Afresh Across More Than 500 Stores
Simplified AI Shopping Tools
Target Focuses on Holiday Shoppers with its New AI-Powered Tools
Real-Time Decision Engines
Replenit Launched its AI Decision Engine
Physical-World Data Marketing
WPP Uses Google Earth AI to Predict Real-World Consumer Behavior
AI-Powered Retail Analysts
Bluecore's Marketing Agent is Poised to Revolutionize Retail
AI Retail Infrastructure Platforms
Huawei Expands Intelligent Retail Systems Across Europe
AI Beauty Marketing Platforms
Coty Uses Pencil to Scale AI-Generated Campaigns
AI Shopping Marketplaces
unmess AI Helps You Discover Products Tailored To Your Preferences
AI Store Assistants
xPilot Helps Retailers Make Proactive Moves with Digital Twin Technology
Retail AI Assistants
Retail AI Council Develops AI Tailored to Industry-Specific Needs
Phygital Loyalty Experiences
Lush Links App Rewards to In-Store Events and Services
AI-Native Store Research
Vusion and Qualcomm Released the AI-Native Store™ White Paper
AI Kitchen Design Platforms
3D Cloud Introduces Conversational Tools for Custom Kitchen Planning
Transparency Driven Shoppers
Akeneo's 'PX Pulse' Highlights Demand For Clearer Product Details
AI-Driven Private Label Strategies
Grupo Coppel Introduced Its First Insight AI For Private Label
AI-Powered Wardrobe Management Apps
'ClosetIQ' Analyzes a User's Style to Find Outfits
Data-Activated Direct Mail Programs
AI Mail Predicts Homes Most Likely to Convert to Leads & Sales
Syndicated Product Content Systems
Colgate Uses AI to Distribute Content Across Retail Channels
Real-Time Grocery Personalization Platforms
Birdzi’s Journey Tool Delivers Automated Behavior-Base
Personalized AI Assistance
Gemini Personalization Delivers AI Help Tailored To You And Your Data
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
Personal Data Platforms
Personal Data Warehouse Transform sAnd Analyzes Data Entirely On Device