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Artificial Intelligence in Retail Market - Global Forecast 2026-2032- Product Image
Artificial Intelligence in Retail Market - Global Forecast 2026-2032- Product Image
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Artificial Intelligence in Retail Market - Global Forecast 2026-2032

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    Report

  • 193 Pages
  • January 2026
  • Region: Global
  • 360iResearch™
  • ID: 4995392
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The Artificial Intelligence in Retail Market is reshaping the sector as retailers accelerate digital transformation, using advanced analytics and automation to drive operational improvement, customer engagement, and enterprise agility. Senior executives are leveraging these innovations to gain distinct competitive advantages and future-proof their organizations.

Market Snapshot: Robust Expansion for Artificial Intelligence in Retail

The Artificial Intelligence in Retail Market registered significant growth, rising from USD 349.77 billion in 2025 to USD 393.67 billion in 2026. Sustaining strong momentum, the sector is projected to advance at a CAGR of 14.04% and is on track to reach USD 877.88 billion by 2032. This underscores the shift of artificial intelligence in retail from pilot projects to core operational infrastructure, enabling retailers to streamline decision-making, optimize workflows, and deliver highly customized shopping experiences in both digital and physical environments. Forward-looking organizations are rapidly elevating AI from a supportive tool to a cornerstone of their business strategies.

Scope & Segmentation

  • Offering: Includes Consulting, Integration, and Support & Maintenance services. Software platforms encompass Analytics and Predictive Tools, equipping retailers with actionable insights on pricing strategies, inventory optimization, and customer engagement.
  • Core Technology: Solutions employ Computer Vision for image recognition tasks like shelf analytics, Machine Learning using various learning models for dynamic process improvement, and Natural Language Processing for capabilities such as chatbots and sentiment analysis.
  • Applications: Spans Customer Service, Inventory Management, Sales and Marketing, and Store Operations. Use cases include dynamic pricing, demand forecasting, and automated checkout systems to improve efficiency and enhance user experience.
  • End-User Types: Adoption spans Brick-and-Mortar Stores, Multi-Channel Retailers, and Online Retailers, each with unique requirements for integration, data handling, and vendor solutions aligned to their operational landscapes.
  • Region: Covers Americas, Europe, Middle East & Africa, and Asia-Pacific, with each market exhibiting distinctive regulation, technological infrastructure, and consumer preferences influencing AI adoption trajectories.

Key Takeaways: Strategic Imperatives for Retail AI Leaders

  • Retailers are transitioning from fragmented AI initiatives to integrated platforms, allowing seamless coordination of analytics, automation, and predictive insights for sharper business outcomes.
  • The alignment of process automation, advanced personalization, and edge computing is transforming operating models, enabling timely customer interaction and agile response to market shifts on the sales floor.
  • Greater emphasis on governance and ethical frameworks is guiding technology selection, as privacy, compliance, and responsible data management become integral to successful deployments.
  • Varying regulations and local consumer demands necessitate regionally customized strategies, ensuring scalable implementation and robust compliance in a distributed retail environment.
  • Retailers are forging alliances with technology providers and systems integrators to accelerate solution rollouts, resulting in faster ROI and reducing the pitfalls of isolated technology investments.

Tariff Impact: Navigating Policy and Cost Complexity

Recent tariff adjustments are influencing the cost and sourcing strategies for retail AI initiatives. Higher duties on hardware components such as edge devices and automation systems are prompting many retailers to prioritize software-centric approaches and incremental upgrades that maximize existing assets. To minimize volatility, purchasing teams are diversifying their supplier landscape and entering longer-term agreements, while reinforcing transparent supply chains and detailed vendor traceability. These policy dynamics are playing a key role in cloud migration decisions, the adoption of subscription-based services, and building resilient procurement processes that can adapt to ongoing regulatory shifts.

Research Methodology & Data Sources

This report is built on structured interviews with senior retail executives, solution specialists, and procurement professionals, complemented by case studies across various retail formats. Secondary validation from policy analysis, technical publications, and vendor documentation ensures a comprehensive and current view of market trends and regulatory developments.

Why This Report Matters

  • Provides clear segmentation to identify where artificial intelligence in retail investments drive measurable operational and strategic value by function, technology, and geography.
  • Equips decision-makers with actionable intelligence on technology readiness, governance practices, and local deployment requirements to enable scalable and compliant transformation.

Conclusion

Effective leadership in retail AI now requires integrated strategy, continuous review of governance, and agile alignment of resources. This report empowers senior executives to confidently anticipate shifts in the artificial intelligence in retail market and unlock sustainable value through aligned innovation and investment.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Definition
1.3. Market Segmentation & Coverage
1.4. Years Considered for the Study
1.5. Currency Considered for the Study
1.6. Language Considered for the Study
1.7. Key Stakeholders
2. Research Methodology
2.1. Introduction
2.2. Research Design
2.2.1. Primary Research
2.2.2. Secondary Research
2.3. Research Framework
2.3.1. Qualitative Analysis
2.3.2. Quantitative Analysis
2.4. Market Size Estimation
2.4.1. Top-Down Approach
2.4.2. Bottom-Up Approach
2.5. Data Triangulation
2.6. Research Outcomes
2.7. Research Assumptions
2.8. Research Limitations
3. Executive Summary
3.1. Introduction
3.2. CXO Perspective
3.3. Market Size & Growth Trends
3.4. Market Share Analysis, 2025
3.5. FPNV Positioning Matrix, 2025
3.6. New Revenue Opportunities
3.7. Next-Generation Business Models
3.8. Industry Roadmap
4. Market Overview
4.1. Introduction
4.2. Industry Ecosystem & Value Chain Analysis
4.2.1. Supply-Side Analysis
4.2.2. Demand-Side Analysis
4.2.3. Stakeholder Analysis
4.3. Porter’s Five Forces Analysis
4.4. PESTLE Analysis
4.5. Market Outlook
4.5.1. Near-Term Market Outlook (0-2 Years)
4.5.2. Medium-Term Market Outlook (3-5 Years)
4.5.3. Long-Term Market Outlook (5-10 Years)
4.6. Go-to-Market Strategy
5. Market Insights
5.1. Consumer Insights & End-User Perspective
5.2. Consumer Experience Benchmarking
5.3. Opportunity Mapping
5.4. Distribution Channel Analysis
5.5. Pricing Trend Analysis
5.6. Regulatory Compliance & Standards Framework
5.7. ESG & Sustainability Analysis
5.8. Disruption & Risk Scenarios
5.9. Return on Investment & Cost-Benefit Analysis
6. Cumulative Impact of United States Tariffs 2025
7. Cumulative Impact of Artificial Intelligence 2025
8. Artificial Intelligence in Retail Market, by Offering
8.1. Services
8.1.1. Consulting Services
8.1.2. Integration Services
8.1.3. Support & Maintenance
8.2. Software Tools
8.2.1. Analytics Platforms
8.2.2. Predictive Tools
9. Artificial Intelligence in Retail Market, by Technology
9.1. Computer Vision
9.1.1. Facial Recognition
9.1.2. Image Processing
9.1.3. Object Detection
9.2. Machine Learning
9.2.1. Reinforcement Learning
9.2.2. Supervised Learning
9.2.3. Unsupervised Learning
9.3. Natural Language Processing
9.3.1. Sentiment Analysis
9.3.2. Speech Recognition
9.3.3. Text Analysis
10. Artificial Intelligence in Retail Market, by Application
10.1. Customer Service
10.1.1. Chatbots
10.1.2. Interactive Voice Response
10.2. Inventory Management
10.2.1. Demand Forecasting
10.2.2. Stock Optimization
10.3. Sales and Marketing
10.3.1. Dynamic Pricing
10.3.2. Recommendation Engines
10.4. Store Operations
10.4.1. Automated Checkout
10.4.2. Shelf Monitoring
11. Artificial Intelligence in Retail Market, by Sales Channel
11.1. Brick-And-Mortar Stores
11.2. Multi-Channel Retailers
11.3. Online Retailers
12. Artificial Intelligence in Retail Market, by Region
12.1. Americas
12.1.1. North America
12.1.2. Latin America
12.2. Europe, Middle East & Africa
12.2.1. Europe
12.2.2. Middle East
12.2.3. Africa
12.3. Asia-Pacific
13. Artificial Intelligence in Retail Market, by Group
13.1. ASEAN
13.2. GCC
13.3. European Union
13.4. BRICS
13.5. G7
13.6. NATO
14. Artificial Intelligence in Retail Market, by Country
14.1. United States
14.2. Canada
14.3. Mexico
14.4. Brazil
14.5. United Kingdom
14.6. Germany
14.7. France
14.8. Russia
14.9. Italy
14.10. Spain
14.11. China
14.12. India
14.13. Japan
14.14. Australia
14.15. South Korea
15. United States Artificial Intelligence in Retail Market
16. China Artificial Intelligence in Retail Market
17. Competitive Landscape
17.1. Market Concentration Analysis, 2025
17.1.1. Concentration Ratio (CR)
17.1.2. Herfindahl Hirschman Index (HHI)
17.2. Recent Developments & Impact Analysis, 2025
17.3. Product Portfolio Analysis, 2025
17.4. Benchmarking Analysis, 2025
17.5. Algolia, Inc.
17.6. Alibaba Group Holding Limited
17.7. Amazon Web Services, Inc.
17.8. BloomReach, Inc.
17.9. Blue Yonder Group, Inc.
17.10. Bolt Financial, Inc.
17.11. Caper Inc. by Instacart
17.12. Cisco Systems, Inc.
17.13. Cognizant Technology Solutions Corporation
17.14. Forter, Ltd.
17.15. Google LLC by Alphabet Inc.
17.16. H2O.ai, Inc.
17.17. Huawei Technologies Co., Ltd.
17.18. Infosys Limited
17.19. Intel Corporation
17.20. International Business Machines Corporation
17.21. Klevu Oy
17.22. Microsoft Corporation
17.23. NVIDIA Corporation
17.24. Oracle Corporation
17.25. Salesforce, Inc.
17.26. Samsung Electronics Co., Ltd.
17.27. SAP SE
17.28. Shopify Inc.
17.29. SymphonyAI LLC
17.30. Talkdesk, Inc.
17.31. Trigo Vision Ltd.
17.32. UiPath Inc.
17.33. ViSenze Pte. Ltd
17.34. Walmart Inc.
17.35. Wipro Limited
17.36. Zebra Technologies Corporation
List of Figures
FIGURE 1. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SHARE, BY KEY PLAYER, 2025
FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET, FPNV POSITIONING MATRIX, 2025
FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY GROUP, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2025 VS 2026 VS 2032 (USD MILLION)
FIGURE 11. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2032 (USD MILLION)
FIGURE 12. CHINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2032 (USD MILLION)
List of Tables
TABLE 1. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2032 (USD MILLION)
TABLE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CONSULTING SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CONSULTING SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2018-2032 (USD MILLION)
TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTEGRATION SERVICES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTEGRATION SERVICES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2032 (USD MILLION)
TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPPORT & MAINTENANCE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPPORT & MAINTENANCE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, BY REGION, 2018-2032 (USD MILLION)
TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2018-2032 (USD MILLION)
TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ANALYTICS PLATFORMS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ANALYTICS PLATFORMS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PREDICTIVE TOOLS, BY REGION, 2018-2032 (USD MILLION)
TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PREDICTIVE TOOLS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PREDICTIVE TOOLS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2032 (USD MILLION)
TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2018-2032 (USD MILLION)
TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY FACIAL RECOGNITION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY FACIAL RECOGNITION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY IMAGE PROCESSING, BY REGION, 2018-2032 (USD MILLION)
TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY IMAGE PROCESSING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY IMAGE PROCESSING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OBJECT DETECTION, BY REGION, 2018-2032 (USD MILLION)
TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OBJECT DETECTION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OBJECT DETECTION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REINFORCEMENT LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REINFORCEMENT LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPERVISED LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPERVISED LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2032 (USD MILLION)
TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY UNSUPERVISED LEARNING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY UNSUPERVISED LEARNING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2032 (USD MILLION)
TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SENTIMENT ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SENTIMENT ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SENTIMENT ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2032 (USD MILLION)
TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SPEECH RECOGNITION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SPEECH RECOGNITION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TEXT ANALYSIS, BY REGION, 2018-2032 (USD MILLION)
TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TEXT ANALYSIS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TEXT ANALYSIS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, BY REGION, 2018-2032 (USD MILLION)
TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CHATBOTS, BY REGION, 2018-2032 (USD MILLION)
TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CHATBOTS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CHATBOTS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTERACTIVE VOICE RESPONSE, BY REGION, 2018-2032 (USD MILLION)
TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTERACTIVE VOICE RESPONSE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTERACTIVE VOICE RESPONSE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2032 (USD MILLION)
TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2032 (USD MILLION)
TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEMAND FORECASTING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEMAND FORECASTING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STOCK OPTIMIZATION, BY REGION, 2018-2032 (USD MILLION)
TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STOCK OPTIMIZATION, BY GROUP, 2018-2032 (USD MILLION)
TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STOCK OPTIMIZATION, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, BY REGION, 2018-2032 (USD MILLION)
TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DYNAMIC PRICING, BY REGION, 2018-2032 (USD MILLION)
TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DYNAMIC PRICING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DYNAMIC PRICING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY RECOMMENDATION ENGINES, BY REGION, 2018-2032 (USD MILLION)
TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY RECOMMENDATION ENGINES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY RECOMMENDATION ENGINES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, BY REGION, 2018-2032 (USD MILLION)
TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY AUTOMATED CHECKOUT, BY REGION, 2018-2032 (USD MILLION)
TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY AUTOMATED CHECKOUT, BY GROUP, 2018-2032 (USD MILLION)
TABLE 103. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY AUTOMATED CHECKOUT, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 104. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SHELF MONITORING, BY REGION, 2018-2032 (USD MILLION)
TABLE 105. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SHELF MONITORING, BY GROUP, 2018-2032 (USD MILLION)
TABLE 106. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SHELF MONITORING, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 107. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 108. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY BRICK-AND-MORTAR STORES, BY REGION, 2018-2032 (USD MILLION)
TABLE 109. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY BRICK-AND-MORTAR STORES, BY GROUP, 2018-2032 (USD MILLION)
TABLE 110. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY BRICK-AND-MORTAR STORES, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 111. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MULTI-CHANNEL RETAILERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 112. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MULTI-CHANNEL RETAILERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 113. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MULTI-CHANNEL RETAILERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 114. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ONLINE RETAILERS, BY REGION, 2018-2032 (USD MILLION)
TABLE 115. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ONLINE RETAILERS, BY GROUP, 2018-2032 (USD MILLION)
TABLE 116. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ONLINE RETAILERS, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 117. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2018-2032 (USD MILLION)
TABLE 118. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 119. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 120. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 121. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 122. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 123. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 124. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 125. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 126. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 127. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 128. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 129. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 130. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 131. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 132. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 133. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 134. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 135. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 136. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 137. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 138. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 139. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 140. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 141. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 142. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 143. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 144. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 145. NORTH AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 146. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 147. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 148. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 149. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 150. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 151. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 152. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 153. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 154. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 155. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 156. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 157. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 158. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 159. LATIN AMERICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 160. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUBREGION, 2018-2032 (USD MILLION)
TABLE 161. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 162. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 163. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 164. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 165. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 166. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 167. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 168. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 169. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 170. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 171. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 172. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 173. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 174. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 175. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 176. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 177. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 178. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 179. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 180. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 181. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 182. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 183. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 184. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 185. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 186. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 187. EUROPE ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 188. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 189. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 190. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 191. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 192. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 193. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 194. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 195. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 196. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 197. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 198. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 199. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 200. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 201. MIDDLE EAST ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 202. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 203. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 204. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 205. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 206. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 207. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 208. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 209. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 210. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 211. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 212. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 213. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 214. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 215. AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 216. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 217. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 218. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 219. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 220. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 221. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 222. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 223. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 224. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 225. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 226. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 227. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 228. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 229. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 230. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY GROUP, 2018-2032 (USD MILLION)
TABLE 231. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 232. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 233. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 234. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 235. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 236. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 237. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 238. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 239. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 240. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 241. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 242. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 243. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 244. ASEAN ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 245. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 246. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 247. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 248. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 249. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 250. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 251. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 252. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 253. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 254. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 255. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 256. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 257. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 258. GCC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 259. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 260. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 261. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 262. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 263. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 264. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 265. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 266. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 267. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 268. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 269. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 270. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2032 (USD MILLION)
TABLE 271. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2032 (USD MILLION)
TABLE 272. EUROPEAN UNION ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES CHANNEL, 2018-2032 (USD MILLION)
TABLE 273. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2032 (USD MILLION)
TABLE 274. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2032 (USD MILLION)
TABLE 275. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2032 (USD MILLION)
TABLE 276. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2032 (USD MILLION)
TABLE 277. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2032 (USD MILLION)
TABLE 278. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2032 (USD MILLION)
TABLE 279. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2032 (USD MILLION)
TABLE 280. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2032 (USD MILLION)
TABLE 281. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION, 2018-2032 (USD MILLION)
TABLE 282. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2032 (USD MILLION)
TABLE 283. BRICS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2032 (USD MILLION)
TABLE 284. BRICS ARTIFICIAL INTEL

Companies Mentioned

The key companies profiled in this Artificial Intelligence in Retail market report include:
  • Algolia, Inc.
  • Alibaba Group Holding Limited
  • Amazon Web Services, Inc.
  • BloomReach, Inc.
  • Blue Yonder Group, Inc.
  • Bolt Financial, Inc.
  • Caper Inc. by Instacart
  • Cisco Systems, Inc.
  • Cognizant Technology Solutions Corporation
  • Forter, Ltd.
  • Google LLC by Alphabet Inc.
  • H2O.ai, Inc.
  • Huawei Technologies Co., Ltd.
  • Infosys Limited
  • Intel Corporation
  • International Business Machines Corporation
  • Klevu Oy
  • Microsoft Corporation
  • NVIDIA Corporation
  • Oracle Corporation
  • Salesforce, Inc.
  • Samsung Electronics Co., Ltd.
  • SAP SE
  • Shopify Inc.
  • SymphonyAI LLC
  • Talkdesk, Inc.
  • Trigo Vision Ltd.
  • UiPath Inc.
  • ViSenze Pte. Ltd
  • Walmart Inc.
  • Wipro Limited
  • Zebra Technologies Corporation

Table Information

Report AttributeDetails
No. of Pages193
PublishedJanuary 2026
Forecast Period2026 - 2032
Estimated Market Value ( USD ) in 2026 $ 393.67 Billion
Forecasted Market Value ( USD ) by 2032 $ 877.88 Billion
Compound Annual Growth Rate14.0%
Regions CoveredGlobal
No. of Companies Mentioned33

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