The dataset consists of emerging trends in augmented reality (AR) and its applications across various industries, specifically focusing on retail, e-commerce, and consumer behavior. It captures the significance of these trends, their impact level, and related technologies, providing insights into the current state and future possibilities of AR integration in different sectors.
| Trend ID | Trend Description | Category | Impact Level | Region | Year | Related Technologies |
|---|---|---|---|---|---|---|
| 1 | Increased Adoption of AR for Retail | Retail | High | Global | 2023 | AR, AI |
| 2 | Integration of VR with E-commerce | E-commerce | Medium | North America | 2023 | VR, AI |
| 3 | AR Try-on Solutions for Apparel | Fashion | High | Global | 2023 | AR, Mobile Apps |
| 4 | Use of AR in Furniture Shopping | Home Decor | High | Global | 2023 | AR, 3D Modelling |
| 5 | Visual Search Capabilities | Search Technology | Medium | Global | 2023 | AI, Image Recognition |
| 6 | Personalized Shopping Experiences with AR | Consumer Behavior | High | Global | 2023 | AR, Data Analytics |
| 7 | Development of AR Smart Mirrors | Retail Technology | Medium | Global | 2023 | AR, IoT |
| 8 | Mobile AR Advertising Growth | Advertising | High | Global | 2023 | AR, Marketing |
| 9 | Expansion of AR-Driven Product Visualization | E-commerce | High | Global | 2023 | AR, 3D Modeling |
| 10 | Gamification in Augmented Commerce | Consumer Engagement | Medium | Global | 2023 | Gaming, AR |
| 11 | AR in Real Estate Listings | Real Estate | Medium | North America | 2023 | AR, GIS |
| 12 | In-store AR Experiences | Retail | High | Global | 2023 | AR, In-store Technology |
| 13 | Integration of AR with Social Media Shopping | Social Commerce | High | Global | 2023 | AR, Social Media |
| 14 | AR for Enhanced Customer Support | Customer Service | Medium | Global | 2023 | AR, AI Support |
| 15 | Utilization of AR to Simplify Complex Products | Consumer Electronics | Medium | Global | 2023 | AR, User Experience |
| 16 | AI-driven AR Personal Shopping Assistants | E-commerce | High | Global | 2023 | AR, AI |
| 17 | AR in Automotive Sales | Automotive | Medium | Global | 2023 | AR, VR |
| 18 | Cloud-based AR Solutions for Commerce | Cloud Computing | Medium | Global | 2023 | AR, Cloud |
| 19 | Innovative Packaging Experience with AR | Packaging | Medium | Global | 2023 | AR, Product Design |
| 20 | Sustainability through AR in Retail | Sustainability | Medium | Global | 2023 | AR, Sustainability Tech |
| 21 | AR-Enabled Event Marketing | Event Management | Low | North America | 2023 | AR, Marketing |
| 22 | Adoption of AR in Health and Beauty Sales | Health & Beauty | High | Global | 2023 | AR, E-commerce |
| 23 | Real-Time Collaboration through AR | Collaboration Tools | Medium | Global | 2023 | AR, Collaboration Software |
| 24 | Enhancement of Education with Commerce via AR | Education | Medium | Global | 2023 | AR, EdTech |
| 25 | Use of AR in Travel Booking | Travel | Medium | Global | 2023 | AR, Travel Tech |
| 26 | Prototyping with Augmented Reality in Product Development | Industrial | Medium | Global | 2023 | AR, Product Development |
| 27 | Remote Assistance using AR for E-commerce | Remote Support | Medium | Global | 2023 | AR, Remote assistance technologies |
| 28 | AR Integration in Subscription Models | Subscription Services | Medium | Global | 2023 | AR, Subscription Tech |
| 29 | Consumer Insights gained from AR Interactions | Data Analytics | Medium | Global | 2023 | AR, Analytics |
| 30 | AR Experiences for Food and Beverage | Food & Drink | Low | Global | 2023 | AR, Food Technology |
| 31 | AR in Loyalty Programs | Loyalty Programs | Medium | Global | 2023 | AR, Marketing |
| 32 | Augmented Reality and the Metaverse Intersection | Metaverse | High | Global | 2023 | AR, VR |
| 33 | Social Responsibility through AR in Marketing | Social Responsibility | Low | Global | 2023 | AR, Marketing |
| 34 | Investment in AR Startups | Investment | Medium | Global | 2023 | AR, Startup |
| 35 | AR in Sports Merchandise | Sports | Medium | Global | 2023 | AR, Retail |
| 36 | Augmented Reality for Influencer Marketing | Influencer Marketing | High | Global | 2023 | AR, Social Media |
| 37 | Collaborative Shopping Experiences via AR | E-commerce | Medium | Global | 2023 | AR, Social Shopping |
| 38 | AR as a Tool for Market Research | Market Research | Medium | Global | 2023 | AR, Surveys |
| 39 | Augmented Commerce Payment Systems | Payment Technology | Medium | Global | 2023 | AR, Blockchain |
| 40 | Instant Feedback through AR Surveys | Data Collection | Low | Global | 2023 | AR, Feedback Tools |
| 41 | Localization of AR content for Global Markets | Localization | Medium | Global | 2023 | AR, Localization Tech |
| 42 | AR in Charity Fundraising | Fundraising | Low | Global | 2023 | AR, Nonprofit |
| 43 | Enhancing User Interaction via AR Animation | Entertainment | Medium | Global | 2023 | AR, Animation |
| 44 | Blockchain and AR Combined Commerce Solutions | Blockchain | Medium | Global | 2023 | AR, Blockchain |
| 45 | Incorporation of AR in Automotive Maintenance | Automotive | Low | Global | 2023 | AR, Maintenance tech |
| 46 | Augmented Commerce for Heritage Tourism | Tourism | Low | Global | 2023 | AR, Tourism tech |
| 47 | Integration of AR with CRM Systems | Customer Relationship Management | Medium | Global | 2023 | AR, CRM |
| 48 | Corporate Training Enhancements using AR | Corporate Training | Medium | Global | 2023 | AR, Training Tools |
| 49 | AR as a Differentiator in Competitive Markets | Market Differentiation | High | Global | 2023 | AR, Strategy |
| 50 | Increase in AR-Compatible Devices | Technology | Medium | Global | 2023 | AR, Hardware Development |
| 51 | Influence of Augmented Reality on Consumer Decision Making | Consumer Behavior | High | Global | 2023 | AR, Psychology |
| 52 | ECOMMERCE Sites Adoption of AR | E-commerce | Medium | Global | 2023 | AR, E-commerce Platforms |
| 53 | Immersive Storytelling through AR in Brand Advertising | Advertising | Medium | Global | 2023 | AR, Storytelling |
| 54 | AR in Memory and Learning Enhancement | Education | Low | Global | 2023 | AR, Education Tech |
| 55 | Augmented Commerce Experiences in Public Events | Public Events | Medium | Global | 2023 | AR, Event Tech |
| 56 | AR Integration into Fashion Shows | Fashion | Medium | Global | 2023 | AR, Fashion Events |
| 57 | Development of Multi-user AR Shopping Environments | E-commerce | Medium | Global | 2023 | AR, Multiplayer Technology |
| 58 | Micro-transaction Models through AR | Commerce Models | Medium | Global | 2023 | AR, Payments |
| 59 | Use of AR in Personal Finance Apps | Finance | Medium | Global | 2023 | AR, Finance Tech |
| 60 | Consumer Trust Improvement with AR Transparency | Consumer Trust | Medium | Global | 2023 | AR, Transparency Tech |
| 61 | AR Content Creation Tools for Small Businesses | Small Business | Medium | Global | 2023 | AR, Content Tools |
| 62 | Augmented Commerce for Subscription Boxes | Subscription Services | Medium | Global | 2023 | AR, Subscription Models |
| 63 | Live Events Enhanced with AR experiences | Live Events | Medium | Global | 2023 | AR, Streaming Tech |
| 64 | AR for Kids' Educational Products | Education | Medium | Global | 2023 | AR, Children's Products |
| 65 | Emergence of AR Shopping Aggregators | E-commerce | Medium | Global | 2023 | AR, Aggregators |
| 66 | Virtual Fitting Rooms for Online Apparel Retailers | Fashion | High | Global | 2023 | AR, Fashion Tech |
| 67 | Shift towards AR Mobile Shopping Apps | Retail | Medium | Global | 2023 | AR, Mobile Apps |
| 68 | Sustainable Practices through AR Visualization | Sustainability | Medium | Global | 2023 | AR, Sustainability |
| 69 | Augmented Retail Space Optimization | Retail Optimization | Medium | Global | 2023 | AR, Space Planning |
| 70 | Augmented Content Sharing on E-commerce Platforms | Content Marketing | Medium | Global | 2023 | AR, Shared Content |
| 71 | Collaboration between AR Developers and Brands | Brand Development | Medium | Global | 2023 | AR, Partnerships |
| 72 | Use of AR User Interfaces in Retail Applications | UI/UX Design | Medium | Global | 2023 | AR, User Interface |
| 73 | Augmented Commerce for Resale Platforms | Resale Market | Medium | Global | 2023 | AR, Secondhand Shopping |
| 74 | Integration of AR with Chatbots for E-commerce | E-commerce | High | Global | 2023 | AR, Chatbots |
| 75 | AR in Tourism Navigation Applications | Travel | Medium | Global | 2023 | AR, Navigation Tech |
| 76 | Impact of AR on Traditional Retail Sales | Retail | High | Global | 2023 | AR, Data Analytics |
| 77 | Personalized Experiences in AR-based Shopping | E-commerce | High | Global | 2023 | AR, Personalization |
| 78 | Expansion of AR in Corporate Branding Strategies | Branding | Medium | Global | 2023 | AR, Branding |
| 79 | B2B Applications of Augmented Reality | B2B | Medium | Global | 2023 | AR, B2B Commerce |
| 80 | AR as a Tool for Employee Engagement | HR Technology | Medium | Global | 2023 | AR, HR Tools |
| 81 | Use of AR in Direct-to-Consumer Models | DTC | High | Global | 2023 | AR, E-commerce |
| 82 | AR in Nonprofit Awareness Campaigns | Nonprofit | Low | Global | 2023 | AR, Awareness |
| 83 | Advancements in AR Headset Technology for Commerce | Technology | Medium | Global | 2023 | AR, Hardware |
| 84 | AR Applications in Construction and Design | Construction | Medium | Global | 2023 | AR, Engineering |
| 85 | Growth of AR Maintenance and Repair Solutions | Maintenance | Medium | Global | 2023 | AR, Repair Tech |
| 86 | AR in Event Ticketing and Experiences | Event Ticketing | Medium | Global | 2023 | AR, Ticketing |
| 87 | AR for Interactive Customer Loyalty Programs | Customer Loyalty | Medium | Global | 2023 | AR, Customer Retention |
| 88 | Augmented Experiences for Live Sports Events | Sports | Low | Global | 2023 | AR, Live Events |
| 89 | Growth of AR Retail Analytics Solutions | Retail Analytics | Medium | Global | 2023 | AR, Data Analytics |
| 90 | AR-Enabled Brand Activations for Events | Brand Activations | Low | Global | 2023 | AR, Marketing |
| 91 | Impact of COVID-19 on AR Commerce Adoption | Market Trends | Medium | Global | 2023 | AR, COVID-19 |
| 92 | Augmented Experiences within Loyalty Apps | Loyalty Programs | Medium | Global | 2023 | AR, Loyalty Apps |
| 93 | Retail Space Planning with AR Technology | Retail Planning | Medium | Global | 2023 | AR, Space Planning |
| 94 | Creation of AR marketplaces | Market Creation | Medium | Global | 2023 | AR, Marketplace Tech |
| 95 | Incorporating Qualitative Feedback via AR | Market Research | Medium | Global | 2023 | AR, Feedback |
| 96 | Use of AR to enhance FAQs in E-commerce | E-commerce | Medium | Global | 2023 | AR, Customer Support |
| 97 | AR in Cultural Heritage Promotion | Cultural Heritage | Low | Global | 2023 | AR, Culture Tech |
| 98 | Trends in AR Gaming within the E-commerce Sphere | Gaming | Medium | Global | 2023 | AR, Gaming |
| 99 | Rise in AR-Enhanced Social Shopping | Social Media | Medium | Global | 2023 | AR, Social Shopping |
| 100 | AR Applications to Enhance B2C Relationships | Relationship Management | Medium | Global | 2023 | AR, B2C |
| 101 | Feedback Loop Creation Using AR in Products | Feedback Tech | Low | Global | 2023 | AR, Feedback |
| 102 | AR Integration in Supply Chain Visibility | Supply Chain | Medium | Global | 2023 | AR, Supply Chain |
| 103 | Augmented Reality for Enhanced Consumer Reviews | Review Platforms | Medium | Global | 2023 | AR, Reviews |
| 104 | Augmented Visualization in Online Auctions | Auctions | Medium | Global | 2023 | AR, Auctions |
| 105 | Increased Investment in AR Startups for Commerce | Investment | Medium | Global | 2023 | AR, Venture Capital |
| 106 | Consumer Engagement through AR Pop-up Experiences | Pop-ups | Medium | Global | 2023 | AR, Events |
| 107 | AR for Virtual Food Menus and Ordering | Food Services | Medium | Global | 2023 | AR, Restaurant Tech |
| 108 | Personal Finance AR Tools for Consumers | Finance | Medium | Global | 2023 | AR, Finance Tech |
| 109 | Use of AR for Online Tutorials and Demos | Education | Medium | Global | 2023 | AR, Tutoring |
| 110 | AR and Consumer Trust through Transparency Measures | Consumer Trust | Medium | Global | 2023 | AR, Transparency |
| 111 | Augmented Reality Assets for Brand Differentiation | Branding | High | Global | 2023 | AR, Marketing |
| 112 | Use of AR in E-learning and Interactive Education | Education | Medium | Global | 2023 | AR, E-learning |
| 113 | Development of Global AR Standards for E-commerce | Standards | Medium | Global | 2023 | AR, Compliance |
| 114 | Combined AR and AI experiences for Products | Product Development | Medium | Global | 2023 | AR, AI |
| 115 | Augmented Experiences for Home Improvement | Home Improvement | Medium | Global | 2023 | AR, Home Tech |
| 116 | Collaboration between AR and UX/UI Designers | Design | Medium | Global | 2023 | AR, UI/UX |
| 117 | AR Solutions for Visual Merchandising | Visual Merchandising | High | Global | 2023 | AR, Merchandising |
| 118 | Augmented Reality in Gaming and Retail Integration | Gaming | Medium | Global | 2023 | AR, Gaming |
| 119 | Creation of immersive Retail Experiences using AR | Retail | High | Global | 2023 | AR, Experience Design |
| 120 | Use of AR for Senior-Friendly Shopping Solutions | Maintenance | Medium | Global | 2023 | AR, Senior Tech |
| 121 | Role of AR in Smart Retail Environments | Smart Environments | Medium | Global | 2023 | AR, Smart Retail |
| 122 | Augmented Commerce for Digital Marketing Optimization | Digital Marketing | Medium | Global | 2023 | AR, Marketing Strategy |
| 123 | In-store Navigation with Augmented Reality | Retail Technology | High | Global | 2023 | AR, Navigation |
| 124 | AR-Driven Virtual Showrooms for Products | Showrooms | Medium | Global | 2023 | AR, Showroom Tech |
| 125 | Use of AR to Foster Brand Loyalty among Consumers | Brand Loyalty | Medium | Global | 2023 | AR, Loyalty Programs |
| 126 | Enhance Online Shopping with AR Fitness Apps | Fitness | Medium | Global | 2023 | AR, Health Tech |
| 127 | Strategies for AR Use in Crisis Marketing | Crisis Management | Medium | Global | 2023 | AR, Marketing |
| 128 | Utilization of AR for Customer Interaction Analysis | Customer Analytics | Medium | Global | 2023 | AR, Analytics |
| 129 | Creating Unique Product Experiences with AR | Product Experiences | High | Global | 2023 | AR, E-commerce |
| 130 | AR augmented visuals for Virtual Product Showcases | Product Showcases | Medium | Global | 2023 | AR, Presentation |
| 131 | Integration of AR with Local Business Listings | Local Business | Low | Global | 2023 | AR, SEO |
| 132 | AR to Create New Interactive Care Models in Medicine | Healthcare | Low | Global | 2023 | AR, Healthcare |
| 133 | Investment Growth in AR Development Tools | Development | Medium | Global | 2023 | AR, Tools |
| 134 | Augmented Reality for Patient Engagement in Healthcare | Healthcare | Medium | Global | 2023 | AR, Patient Tech |
| 135 | Employee Training Optimization with AR | Employee Training | Medium | Global | 2023 | AR, Training |
| 136 | Integration of AR with Material Design Principles | Design | Medium | Global | 2023 | AR, Material Design |
| 137 | AR for Wine and Spirit Marketing Experiences | Food & Beverage | Low | Global | 2023 | AR, Marketing |
| 138 | AR-enhanced Meta-shopping Environments | Meta-shopping | Medium | Global | 2023 | AR, Metaverse |
| 139 | Role of AR in Smart Cities and Urban Planning | Urban Planning | Medium | Global | 2023 | AR, Urban Tech |
| 140 | Augmenting Customer Journey Mapping using AR | Customer Experience | Medium | Global | 2023 | AR, UX |
| 141 | Event Planning Efficiency Improvements through AR | Event Planning | Medium | Global | 2023 | AR, Event Planning |
| 142 | Data Collection Tools enabled by AR Techniques | Data Collection | Medium | Global | 2023 | AR, Data Tools |
| 143 | Apps using AR for Interactive Product Catalogs | Catalog Management | Medium | Global | 2023 | AR, Catalogs |
| 144 | Augmented Commerce Features in Virtual Event Platforms | Virtual Events | Medium | Global | 2023 | AR, Platforms |
| 145 | Augmented Designs for Home Exterior Improvements | Home Improvements | Medium | Global | 2023 | AR, Home Design |
| 146 | AR for enhancing the experience of Book Reading | Literature | Medium | Global | 2023 | AR, Literature Tech |
| 147 | Emerging Standards for AR in E-commerce | Standardization | Medium | Global | 2023 | AR, Standards |
| 148 | Augmented Engagement Tactics in Digital Advertising | Digital Advertising | Medium | Global | 2023 | AR, Advertising |
| 149 | Augmented Experiences for Pet Products Marketing | Pets | Medium | Global | 2023 | AR, Marketing |
| 150 | AR Tools for Creative Collaboration in Marketing | Marketing | Medium | Global | 2023 | AR, Collaborative Tools |
| 151 | Emerging Trends in Digital Twins with AR Technology | Digital Twins | Medium | Global | 2023 | AR, Digital Twins |
| 152 | Collaboration Opportunities for AR and Eco-friendly Products | Sustainability | Medium | Global | 2023 | AR, Eco Products |
| 153 | Augmented Systems for Interactive Public Spaces | Public Spaces | Medium | Global | 2023 | AR, Urban Tech |
| 154 | Development of AR Solutions for eSports | eSports | Medium | Global | 2023 | AR, Gaming |
| 155 | Social Impact of AR Experiences in Public Services | Public Services | Medium | Global | 2023 | AR, Services |
| 156 | AR for Enhanced Emotional Engagement in Retail | Retail | Medium | Global | 2023 | AR, Emotional Design |
| 157 | Integration of AR into Non-Conventional Marketing Avenues | Marketing | Medium | Global | 2023 | AR, Non-conventional Media |
| 158 | Gamifying Brand Interactions through AR | Gamification | Medium | Global | 2023 | AR, Marketing |
| 159 | Use of AR in Consumer Advocacy and Empowerment | Consumer Advocacy | Medium | Global | 2023 | AR, Advocacy |
| 160 | Brand Experience Evolution through AR Technologies | Branding | Medium | Global | 2023 | AR, Brand Experience |
| 161 | Support for Disabled Consumers through AR Solutions | Accessibility | Medium | Global | 2023 | AR, Accessibility |
| 162 | Augmented Commerce for Wellness and Health Products | Health & Wellness | Medium | Global | 2023 | AR, Health Tech |
| 163 | AR Strategies for Crisis Management in Marketing | Crisis Management | Medium | Global | 2023 | AR, Strategy |
| 164 | Augmented Reality as a Storytelling Tool in Marketing | Storytelling | Medium | Global | 2023 | AR, Marketing |
| 165 | Use of AR in Citizen Engagement by Local Governments | Government | Medium | Global | 2023 | AR, Citizen Engagement |
| 166 | Industry-specific AR Tools for Skill Development | Skill Development | Medium | Global | 2023 | AR, Development |
| 167 | Use of AR in Public Relations Management | Public Relations | Low | Global | 2023 | AR, PR |
| 168 | Interactive Health Monitoring using AR Solutions | Healthcare | Medium | Global | 2023 | AR, Health Tech |
| 169 | Integration of AR in e-Learning for the Workforce | e-Learning | Medium | Global | 2023 | AR, Workforce Training |
| 170 | Augmented Reality for Travel and Leisure Experiences | Travel | Medium | Global | 2023 | AR, Leisure |
| 171 | Utilization of AR in Recruitment Processes | Human Resources | Medium | Global | 2023 | AR, Recruitment |
| 172 | New Revenue Models using AR in Retail | Retail | Medium | Global | 2023 | AR, Revenue Models |
| 173 | Augmented Reality for Safe Consumer Shopping | Retail | Medium | Global | 2023 | AR, Consumer Safety |
| 174 | Exploring User-Generated Content via AR | Content Creation | Medium | Global | 2023 | AR, User Content |
| 175 | Enhancing Purchasing Decisions for Consumers with AR | Retail | High | Global | 2023 | AR, Decision Making |
| 176 | AR and the Evolution of Interactive Demonstrations | Demonstration Tech | Medium | Global | 2023 | AR, Demos |
| 177 | AR Technologies for Marketing Inclusivity | Inclusivity | Medium | Global | 2023 | AR, Inclusive Marketing |
| 178 | Strategic Partnerships for AR-based Solutions | Strategic Partnerships | Medium | Global | 2023 | AR, Collaborations |
| 179 | Augmented Experiences in Subscription-based Models | Subscription Services | Medium | Global | 2023 | AR, Subscription |
| 180 | Engagement Strategies Using AR Features in Apps | App Development | Medium | Global | 2023 | AR, Applications |
| 181 | AR for Enhanced Cultural Exchange Experiences | Cultural Experiences | Medium | Global | 2023 | AR, Cultural Tourism |
| 182 | Integration of AR in Cybersecurity Training Programs | Cybersecurity | Medium | Global | 2023 | AR, Cybersecurity |
| 183 | Consumer-Centric Approaches to AR Commerce | Consumer Experience | Medium | Global | 2023 | AR, Customer Experience |
| 184 | Enhanced Brand Experiences through AR Interfaces | Branding | Medium | Global | 2023 | AR, Interfaces |
| 185 | Augmented Support Solutions for Small Enterprises | Small Business | Medium | Global | 2023 | AR, Business Support |
| 186 | Virtual Consultation Services using AR | Consulting | Medium | Global | 2023 | AR, Consulting |
| 187 | Consumer Awareness Enhancement Programs via AR | Consumer Education | Medium | Global | 2023 | AR, Education |
| 188 | Increasing AR Influence on Generation Z Consumer Behavior | Consumer Behavior | Medium | Global | 2023 | AR, Generation Z |
| 189 | Integration of AR for Holistic Marketing Strategies | Marketing | Medium | Global | 2023 | AR, Holistic Marketing |
| 190 | Adapting AR for ESG Compliance in Commerce | Sustainability | Medium | Global | 2023 | AR, ESG |
| 191 | Collaborative AR Workspaces for Teams | Collaboration | Medium | Global | 2023 | AR, Workspaces |
| 192 | Utilizing AR for Enhanced Accessibility in Retail | Accessibility | Medium | Global | 2023 | AR, Disabled Access |
| 193 | Exploring Continuity in AR User Experiences | User Experience | Medium | Global | 2023 | AR, User Journeys |
| 194 | Emerging Technologies Boosting AR Capabilities | Emerging Technologies | Medium | Global | 2023 | AR, Emerging Tech |
| 195 | Consumer Advocacy Programs Enhanced by AR Insights | Consumer Advocacy | Medium | Global | 2023 | AR, Advocacy |
| 196 | Building AR Platforms for Market Niche Solutions | Niche Markets | Medium | Global | 2023 | AR, Niche Strategies |
| 197 | Creating Cross-Channel AR Experiences for Brands | Cross-Channel Marketing | Medium | Global | 2023 | AR, Multichannel |
| 198 | Impact Assessment of AR Marketing Campaigns | Impact Assessment | Medium | Global | 2023 | AR, Marketing Analysis |
| 199 | Augmented Awareness Programs for Corporate Branding | Corporate Branding | Medium | Global | 2023 | AR, Brand Awareness |
| 200 | Use of AR in Addressing Consumer Pain Points | Consumer Solutions | Medium | Global | 2023 | AR, Problem Solving |