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Artificial Intelligence in Retail Market - Global Forecast 2025-2030- Product Image
Artificial Intelligence in Retail Market - Global Forecast 2025-2030- Product Image
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Artificial Intelligence in Retail Market - Global Forecast 2025-2030

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  • 193 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 4995392
UP TO OFF until Jan 01st 2026
1h Free Analyst Time
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The artificial intelligence in retail market is reshaping the sector’s value chain by optimizing customer interactions and operational workflows, meeting strong demand from decision-makers seeking efficient, data-centric solutions. Senior executives across the industry are prioritizing AI investments to unlock agility, elevate customer engagement, and future-proof retail strategies in an evolving digital landscape.

Market Snapshot: Artificial Intelligence in Retail Market Size & Growth

The Artificial Intelligence in Retail Market grew from USD 17.74 billion in 2024 to USD 20.38 billion in 2025. It is expected to continue growing at a CAGR of 15.16%, reaching USD 41.39 billion by 2030. The market’s expansion is propelled by a convergence of advanced data analytics, machine learning, automation, and changing customer expectations. Organizations are leveraging AI to deliver highly personalized experiences, reengineer operations, and improve margins in a competitive environment.

Scope & Segmentation

  • Offering: Consulting services, integration services, support and maintenance, analytics platforms, predictive tools
  • Technology: Computer vision (including facial recognition, image processing, object detection), machine learning (reinforcement, supervised, and unsupervised learning), natural language processing (sentiment analysis, speech recognition, text analysis)
  • Application Area: Customer service (chatbots, interactive voice response), inventory management (demand forecasting, stock optimization), sales and marketing (dynamic pricing, recommendation engines), store operations (automated checkout, shelf monitoring)
  • End-User Type: Brick-and-mortar stores, multi-channel retailers, online retailers
  • Regional Scope: Americas (United States including California, Texas, New York, Florida, Illinois, Pennsylvania, Ohio; Canada; Mexico; Brazil; Argentina), Europe, Middle East & Africa (United Kingdom, Germany, France, Russia, Italy, Spain, United Arab Emirates, Saudi Arabia, South Africa, Denmark, Netherlands, Qatar, Finland, Sweden, Nigeria, Egypt, Turkey, Israel, Norway, Poland, Switzerland), and Asia-Pacific (China, India, Japan, Australia, South Korea, Indonesia, Thailand, Philippines, Malaysia, Singapore, Vietnam, Taiwan)
  • Key Companies Covered: Algolia, Alibaba Group, Amazon Web Services, BloomReach, Blue Yonder Group, Bolt Financial, Caper Inc. (Instacart), Cisco Systems, Cognizant, Forter, Google, H2O.ai, Huawei, Infosys, Intel, IBM, Klevu, Microsoft, NVIDIA, Oracle, Salesforce, Samsung Electronics, SAP, Shopify, SymphonyAI, Talkdesk, Trigo Vision, UiPath, ViSenze, Walmart, Wipro, Zebra Technologies

Key Takeaways for Senior Decision-Makers

  • Retailers are integrating machine learning and natural language processing across customer-facing and internal functions for adaptive pricing, efficient demand forecasting, and real-time insights that enable agile responses to market changes.
  • AI-powered automation in store operations is reducing manual tasks, allowing staff to focus on customer engagement and creative services, while robotics and cashierless solutions are improving in-store experience and operational efficiency.
  • Personalized engagement strategies, enabled by AI, deliver targeted promotions and recommendations by analyzing multiple data sources, increasing retention rates and conversion across omnichannel environments.
  • Regulatory and regional nuances, especially in data privacy and AI ethics, are influencing technology adoption and shaping deployment strategies among global, regional, and local retail players.
  • Strategic partnerships with technology providers, cloud platforms, and consultancy firms are accelerating AI adoption while optimizing cost structures and risk exposure.

Tariff Impact: Navigating 2025 Adjustments

The upcoming United States tariff changes for 2025 will intensify the cost of key AI hardware components, including semiconductors and robotics. Retailers dependent on global supply chains may need to reassess sourcing models, form nearshoring partnerships, or invest in local manufacturing. Proactive mitigation—through adaptive procurement strategies and stakeholder engagement—will be critical for maintaining the pace of AI innovation and operational resilience.

Methodology & Data Sources

This market analysis is based on a broad spectrum of secondary sources such as industry reports, technology white papers, and corporate disclosures. Primary research included in-depth interviews with executives from leading retail and technology organizations, as well as insights from expert panels. All findings were validated through multi-stage cross-referencing and quality checks to ensure precision and reliability.

Why This Report Matters

  • Enables retail leaders to benchmark strategies and AI maturity levels against industry standards, taking regulatory differences and regional context into account.
  • Equips senior executives to anticipate market shifts and optimize AI investments that drive operational and customer-centric transformation.

Conclusion

AI is accelerating innovation and operational effectiveness within the retail industry. Executives will benefit from a comprehensive understanding of current trends, critical challenges, and actionable strategies for sustainable growth. This report provides the foundational insight necessary to inform long-term decisions in a rapidly transitioning landscape.

 

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 Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. AI-driven computer vision shelf monitoring robots optimizing inventory levels and reducing waste
5.2. Generative AI-powered product recommendation engines delivering hyperpersonalized omnichannel shopping journeys
5.3. Computer vision and IoT-enabled frictionless checkout systems eliminating manual scanning and queues
5.4. AI-driven demand forecasting platforms integrating social media sentiment and external macroeconomic signals
5.5. Reinforcement learning based supply chain orchestration platforms adapting in real time to demand volatility
5.6. Augmented reality fitting room solutions using AI body mapping to enhance online apparel purchasing confidence
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Artificial Intelligence in Retail Market, by Offering
8.1. Introduction
8.2. Services
8.2.1. Consulting Services
8.2.2. Integration Services
8.2.3. Support & Maintenance
8.3. Software Tools
8.3.1. Analytics Platforms
8.3.2. Predictive Tools
9. Artificial Intelligence in Retail Market, by Technology
9.1. Introduction
9.2. Computer Vision
9.2.1. Facial Recognition
9.2.2. Image Processing
9.2.3. Object Detection
9.3. Machine Learning
9.3.1. Reinforcement Learning
9.3.2. Supervised Learning
9.3.3. Unsupervised Learning
9.4. Natural Language Processing
9.4.1. Sentiment Analysis
9.4.2. Speech Recognition
9.4.3. Text Analysis
10. Artificial Intelligence in Retail Market, by Application Area
10.1. Introduction
10.2. Customer Service
10.2.1. Chatbots
10.2.2. Interactive Voice Response
10.3. Inventory Management
10.3.1. Demand Forecasting
10.3.2. Stock Optimization
10.4. Sales and Marketing
10.4.1. Dynamic Pricing
10.4.2. Recommendation Engines
10.5. Store Operations
10.5.1. Automated Checkout
10.5.2. Shelf Monitoring
11. Artificial Intelligence in Retail Market, by End-User Type
11.1. Introduction
11.2. Brick-And-Mortar Stores
11.3. Multi-Channel Retailers
11.4. Online Retailers
12. Americas Artificial Intelligence in Retail Market
12.1. Introduction
12.2. United States
12.3. Canada
12.4. Mexico
12.5. Brazil
12.6. Argentina
13. Europe, Middle East & Africa Artificial Intelligence in Retail Market
13.1. Introduction
13.2. United Kingdom
13.3. Germany
13.4. France
13.5. Russia
13.6. Italy
13.7. Spain
13.8. United Arab Emirates
13.9. Saudi Arabia
13.10. South Africa
13.11. Denmark
13.12. Netherlands
13.13. Qatar
13.14. Finland
13.15. Sweden
13.16. Nigeria
13.17. Egypt
13.18. Turkey
13.19. Israel
13.20. Norway
13.21. Poland
13.22. Switzerland
14. Asia-Pacific Artificial Intelligence in Retail Market
14.1. Introduction
14.2. China
14.3. India
14.4. Japan
14.5. Australia
14.6. South Korea
14.7. Indonesia
14.8. Thailand
14.9. Philippines
14.10. Malaysia
14.11. Singapore
14.12. Vietnam
14.13. Taiwan
15. Competitive Landscape
15.1. Market Share Analysis, 2024
15.2. FPNV Positioning Matrix, 2024
15.3. Competitive Analysis
15.3.1. Algolia, Inc.
15.3.2. Alibaba Group Holding Limited
15.3.3. Amazon Web Services, Inc.
15.3.4. BloomReach, Inc.
15.3.5. Blue Yonder Group, Inc.
15.3.6. Bolt Financial, Inc.
15.3.7. Caper Inc. by Instacart
15.3.8. Cisco Systems, Inc.
15.3.9. Cognizant Technology Solutions Corporation
15.3.10. Forter, Ltd.
15.3.11. Google LLC by Alphabet Inc.
15.3.12. H2O.ai, Inc.
15.3.13. Huawei Technologies Co., Ltd.
15.3.14. Infosys Limited
15.3.15. Intel Corporation
15.3.16. International Business Machines Corporation
15.3.17. Klevu Oy
15.3.18. Microsoft Corporation
15.3.19. NVIDIA Corporation
15.3.20. Oracle Corporation
15.3.21. Salesforce, Inc.
15.3.22. Samsung Electronics Co., Ltd.
15.3.23. SAP SE
15.3.24. Shopify Inc.
15.3.25. SymphonyAI LLC
15.3.26. Talkdesk, Inc.
15.3.27. Trigo Vision Ltd.
15.3.28. UiPath Inc.
15.3.29. ViSenze Pte. Ltd
15.3.30. Walmart Inc.
15.3.31. Wipro Limited
15.3.32. Zebra Technologies Corporation
16. ResearchAI
17. ResearchStatistics
18. ResearchContacts
19. ResearchArticles
20. Appendix
List of Figures
FIGURE 1. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2024 VS 2030 (%)
FIGURE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2024 VS 2030 (%)
FIGURE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2024 VS 2030 (%)
FIGURE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 14. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 16. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 20. ASIA-PACIFIC ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 22. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 23. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET: RESEARCHAI
FIGURE 24. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET: RESEARCHSTATISTICS
FIGURE 25. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET: RESEARCHCONTACTS
FIGURE 26. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CONSULTING SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTEGRATION SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPPORT & MAINTENANCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, BY REGION, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, BY REGION, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ANALYTICS PLATFORMS, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PREDICTIVE TOOLS, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY PREDICTIVE TOOLS, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, BY REGION, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, BY REGION, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY FACIAL RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY IMAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY IMAGE PROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OBJECT DETECTION, BY REGION, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OBJECT DETECTION, BY REGION, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY REINFORCEMENT LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY UNSUPERVISED LEARNING, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, BY REGION, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SENTIMENT ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SENTIMENT ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SPEECH RECOGNITION, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TEXT ANALYSIS, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TEXT ANALYSIS, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CHATBOTS, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CHATBOTS, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTERACTIVE VOICE RESPONSE, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INTERACTIVE VOICE RESPONSE, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DEMAND FORECASTING, BY REGION, 2025-2030 (USD MILLION)
TABLE 75. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STOCK OPTIMIZATION, BY REGION, 2018-2024 (USD MILLION)
TABLE 76. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STOCK OPTIMIZATION, BY REGION, 2025-2030 (USD MILLION)
TABLE 77. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 78. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 79. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, BY REGION, 2018-2024 (USD MILLION)
TABLE 80. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, BY REGION, 2025-2030 (USD MILLION)
TABLE 81. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DYNAMIC PRICING, BY REGION, 2018-2024 (USD MILLION)
TABLE 82. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY DYNAMIC PRICING, BY REGION, 2025-2030 (USD MILLION)
TABLE 83. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY RECOMMENDATION ENGINES, BY REGION, 2018-2024 (USD MILLION)
TABLE 84. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY RECOMMENDATION ENGINES, BY REGION, 2025-2030 (USD MILLION)
TABLE 85. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 86. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 87. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 88. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 89. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY AUTOMATED CHECKOUT, BY REGION, 2018-2024 (USD MILLION)
TABLE 90. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY AUTOMATED CHECKOUT, BY REGION, 2025-2030 (USD MILLION)
TABLE 91. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SHELF MONITORING, BY REGION, 2018-2024 (USD MILLION)
TABLE 92. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SHELF MONITORING, BY REGION, 2025-2030 (USD MILLION)
TABLE 93. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 94. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 95. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 96. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 97. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY BRICK-AND-MORTAR STORES, BY REGION, 2018-2024 (USD MILLION)
TABLE 98. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY BRICK-AND-MORTAR STORES, BY REGION, 2025-2030 (USD MILLION)
TABLE 99. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MULTI-CHANNEL RETAILERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 100. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MULTI-CHANNEL RETAILERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 101. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ONLINE RETAILERS, BY REGION, 2018-2024 (USD MILLION)
TABLE 102. GLOBAL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY ONLINE RETAILERS, BY REGION, 2025-2030 (USD MILLION)
TABLE 103. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 104. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 105. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 106. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 107. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 108. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 109. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 110. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 111. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 112. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 113. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 114. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 115. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 116. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 117. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 118. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 119. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 120. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 121. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 122. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 123. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 124. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 125. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 126. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 127. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 128. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 129. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 130. AMERICAS ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 131. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 132. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 133. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 134. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 135. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 136. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 137. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 138. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 139. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 140. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 141. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 142. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 143. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 144. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 145. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 146. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 147. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 148. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 149. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 150. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 151. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 152. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 153. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 154. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 155. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 156. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 157. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 158. UNITED STATES ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 159. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 160. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 161. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 162. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 163. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 164. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 165. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 166. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 167. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 168. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 169. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 170. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 171. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 172. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 173. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 174. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 175. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 176. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 177. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 178. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 179. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 180. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 181. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 182. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 183. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 184. CANADA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 185. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 186. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 187. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 188. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 189. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 190. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 191. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 192. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 193. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 194. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 195. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 196. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 197. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 198. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 199. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 200. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 201. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 202. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 203. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 204. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 205. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 206. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 207. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 208. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 209. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 210. MEXICO ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 211. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 212. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 213. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 214. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 215. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 216. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 217. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 218. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 219. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 220. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 221. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 222. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 223. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 224. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 225. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 226. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 227. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 228. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 229. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 230. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 231. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 232. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 233. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 234. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 235. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 236. BRAZIL ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 237. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 238. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 239. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 240. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 241. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 242. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 243. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 244. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 245. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 246. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 247. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 248. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 249. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 250. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 251. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 252. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 253. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 254. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 255. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 256. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 257. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 258. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 259. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 260. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 261. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2018-2024 (USD MILLION)
TABLE 262. ARGENTINA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY END-USER TYPE, 2025-2030 (USD MILLION)
TABLE 263. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2018-2024 (USD MILLION)
TABLE 264. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY OFFERING, 2025-2030 (USD MILLION)
TABLE 265. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 266. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 267. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2018-2024 (USD MILLION)
TABLE 268. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SOFTWARE TOOLS, 2025-2030 (USD MILLION)
TABLE 269. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2018-2024 (USD MILLION)
TABLE 270. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY TECHNOLOGY, 2025-2030 (USD MILLION)
TABLE 271. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2018-2024 (USD MILLION)
TABLE 272. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY COMPUTER VISION, 2025-2030 (USD MILLION)
TABLE 273. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2018-2024 (USD MILLION)
TABLE 274. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY MACHINE LEARNING, 2025-2030 (USD MILLION)
TABLE 275. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2018-2024 (USD MILLION)
TABLE 276. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY NATURAL LANGUAGE PROCESSING, 2025-2030 (USD MILLION)
TABLE 277. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2018-2024 (USD MILLION)
TABLE 278. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY APPLICATION AREA, 2025-2030 (USD MILLION)
TABLE 279. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2018-2024 (USD MILLION)
TABLE 280. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY CUSTOMER SERVICE, 2025-2030 (USD MILLION)
TABLE 281. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2018-2024 (USD MILLION)
TABLE 282. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY INVENTORY MANAGEMENT, 2025-2030 (USD MILLION)
TABLE 283. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2018-2024 (USD MILLION)
TABLE 284. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY SALES AND MARKETING, 2025-2030 (USD MILLION)
TABLE 285. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2018-2024 (USD MILLION)
TABLE 286. EUROPE, MIDDLE EAST & AFRICA ARTIFICIAL INTELLIGENCE IN RETAIL MARKET SIZE, BY STORE OPERATIONS, 2025-2030 (USD MILLION)
TABLE 287. EUROPE, MIDDLE EAST & AFR

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Companies Mentioned

  • 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
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 20.38 Billion
Forecasted Market Value ( USD ) by 2030 $ 41.39 Billion
Compound Annual Growth Rate15.1%
Regions CoveredGlobal
No. of Companies Mentioned32

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