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report thumbnailArtificial Intelligence (AI) in Retail Market

Artificial Intelligence (AI) in Retail Market Navigating Dynamics Comprehensive Analysis and Forecasts 2025-2033

Artificial Intelligence (AI) in Retail Market by Offerings (Solutions, Services), by Function (Operation-Focused, Customer-Facing), by Type (Online, Offline), by Application (Predictive Analytics, In-Store Visual Monitoring & Surveillance, Customer Relationship Management, Market Forecasting, Inventory Management, Others), by Technology (Computer Vision, Machine Learning, Natural Language Processing, Others), by North America (United States, Canada, Mexico), by South America (Brazil, Argentina, Rest of South America), by Europe (United Kingdom, Germany, France, Italy, Spain, Russia, Benelux, Nordics, Rest of Europe), by Middle East & Africa (Turkey, Israel, GCC, North Africa, South Africa, Rest of Middle East & Africa), by Asia Pacific (China, India, Japan, South Korea, ASEAN, Oceania, Rest of Asia Pacific) Forecast 2025-2033

Base Year: 2024
150 Pages
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Artificial Intelligence (AI) in Retail Market Navigating Dynamics Comprehensive Analysis and Forecasts 2025-2033

Main Logo

Artificial Intelligence (AI) in Retail Market Navigating Dynamics Comprehensive Analysis and Forecasts 2025-2033

Key Insights

The size of the Artificial Intelligence (AI) in Retail Market was valued at USD 7.14 USD billion in 2023 and is projected to reach USD 49.33 USD billion by 2032, with an expected CAGR of 31.8% during the forecast period. Artificial Intelligence (AI) in Retail refers to the use of advanced algorithms and machine learning techniques to optimize and enhance various aspects of the retail industry. AI enables retailers to analyze vast amounts of data, automate processes, and deliver personalized shopping experiences, ultimately improving operational efficiency and customer satisfaction. This expansion is fueled by the transformative benefits of AI, such as enhanced customer experiences, streamlined operations, and improved decision-making. The AI in Retail Market is revolutionizing the shopping experience. AI-powered chatbots and virtual assistants are transforming customer engagement, providing personalized assistance and resolving queries efficiently. Predictive analytics is unlocking new insights into consumer behavior, enabling retailers to tailor product recommendations and optimize inventory levels. In-store visual monitoring and surveillance systems enhance security and improve operational efficiency, while self-checkout kiosks accelerate transactions and reduce wait times.

Artificial Intelligence (AI) in Retail Market Research Report - Market Size, Growth & Forecast

Driving Forces: What's Propelling the Artificial Intelligence (AI) in Retail Market

The proliferation of smartphones and the rise of e-commerce have created an omnichannel shopping landscape, driving the adoption of AI in retail. Retailers are leveraging AI to bridge the gap between online and offline channels, delivering a seamless shopping experience. Additionally, the growing need for personalization and the increasing availability of data are fueling the demand for AI-powered solutions that can analyze vast amounts of information and provide tailored recommendations.

Challenges and Restraints in Artificial Intelligence (AI) in Retail Market

Despite its transformative potential, the AI in Retail Market also faces challenges. Concerns over data security and privacy need to be addressed to maintain consumer trust. Ethical considerations must be carefully managed, ensuring that AI systems do not perpetuate biases or exacerbate existing social issues. Additionally, the cost of implementing and maintaining AI solutions can be a barrier for some retailers, particularly small and medium-sized businesses.

Key Region or Country & Segment to Dominate the Market

North America is expected to remain the dominant region in the AI in Retail Market, driven by early adoption of AI technologies and the presence of major tech players. Key countries like the United States and Canada are leading the charge in AI innovation and adoption. Additionally, segments like Predictive Analytics and Customer Relationship Management (CRM) are anticipated to witness significant growth, as retailers prioritize data-driven insights and personalized customer experiences.

Growth Catalysts in Artificial Intelligence (AI) in Retail Industry

Government initiatives are playing a crucial role in promoting the adoption of AI in retail. Governments are providing funding for research and development, creating favorable regulatory frameworks, and encouraging collaboration between academia and industry. Strategic partnerships between tech giants and retailers are accelerating innovation, bringing cutting-edge AI solutions to the market.

Artificial Intelligence (AI) in Retail Market Growth

Market Segmentation: Artificial Intelligence (AI) in Retail Analysis

By Offering:

  • Solutions
  • Services

By Function:

  • Operation-Focused
  • Customer-Facing

By Type:

  • Online: E-commerce websites, mobile apps, etc.
  • Offline: Physical stores, self-checkout kiosks, etc.

By Application:

  • Predictive Analytics
  • In-Store Visual Monitoring & Surveillance
  • Customer Relationship Management
  • Market Forecasting
  • Inventory Management

By Technology:

  • Computer Vision
  • Machine Learning
  • Natural Language Processing

Leading Players in the Artificial Intelligence (AI) in Retail Market

Significant Developments in Artificial Intelligence (AI) in Retail Sector

  • April 2023: Siam Makro Public Company Limited collaborated with Oracle to accelerate its digital transformation using Oracle Cloud Infrastructure.
  • January 2023: Microsoft partnered with AiFi to launch Smart Store Analytics, a cloud-tracking service for smart and cashier-less outlets.
  • January 2023: EY launched the EY Retail Intelligence solution to provide clients with a time-saving and secure shopping experience.
  • January 2023: Perfect partnered with Valmont for an AI-focused beauty partnership, offering detailed skin analysis.
  • November 2022: Fractal launched Asper.ai, an AI product for manufacturing, consumer goods, and retail sectors, unifying inventory optimization, demand planning, strategic pricing, and positioning.

Comprehensive Coverage Artificial Intelligence (AI) in Retail Market Report

Key Offerings:

  • Market size and growth rate analysis
  • Comprehensive market segmentation
  • In-depth analysis of key market drivers, challenges, and opportunities
  • Detailed profiles of leading players and their strategies
  • Industry best practices and case studies
  • Future trend analysis and market forecast

Regional Insight

  • North America: United States, Canada, Mexico
  • Europe: United Kingdom, Germany, France, Italy, Spain
  • Asia-Pacific: China, Japan, India, Australia, South Korea
  • Middle East & Africa: Saudi Arabia, UAE, South Africa, Egypt
  • South America: Brazil, Argentina, Colombia, Chile, Peru

Artificial Intelligence (AI) in Retail Market Regional Share

Recent Mergers & Acquision

  • In 2022, Google acquired Fabric, an AI-powered personalization platform for retailers.
  • In 2021, Microsoft acquired Nuance Communications, a leader in AI-powered customer engagement solutions.
  • In 2020, Salesforce acquired Tableau, a data visualization and analytics company.

Regulation

AI regulation is still evolving, but some key regulations include the European Union's General Data Protection Regulation (GDPR) and the California Consumer Privacy Act (CCPA). These regulations aim to protect consumer privacy and data rights, and retailers must comply with them when using AI.

Patent Analysis

A patent analysis reveals that major tech companies are actively filing patents related to AI in retail. For example, Amazon holds over 1,000 patents in this field, followed by Microsoft, Google, and IBM. These patents cover a wide range of technologies, including computer vision, machine learning, and natural language processing.

Analyst Comment

AI is transforming the retail industry, enabling retailers to improve customer experiences, streamline operations, and make data-driven decisions. The market is ripe for growth, with innovative solutions emerging all the time. Retailers who embrace AI will be well-positioned to succeed in the competitive retail landscape.

Artificial Intelligence (AI) in Retail Market REPORT HIGHLIGHTS

AspectsDetails
Study Period 2019-2033
Base Year 2024
Estimated Year 2025
Forecast Period2025-2033
Historical Period2019-2024
Growth RateCAGR of 31.8% from 2019-2033
Segmentation
    • By Offerings
      • Solutions
      • Services
    • By Function
      • Operation-Focused
      • Customer-Facing
    • By Type
      • Online
      • Offline
    • By Application
      • Predictive Analytics
      • In-Store Visual Monitoring & Surveillance
      • Customer Relationship Management
      • Market Forecasting
      • Inventory Management
      • Others
    • By Technology
      • Computer Vision
      • Machine Learning
      • Natural Language Processing
      • Others
  • By Geography
    • North America
      • United States
      • Canada
      • Mexico
    • South America
      • Brazil
      • Argentina
      • Rest of South America
    • Europe
      • United Kingdom
      • Germany
      • France
      • Italy
      • Spain
      • Russia
      • Benelux
      • Nordics
      • Rest of Europe
    • Middle East & Africa
      • Turkey
      • Israel
      • GCC
      • North Africa
      • South Africa
      • Rest of Middle East & Africa
    • Asia Pacific
      • China
      • India
      • Japan
      • South Korea
      • ASEAN
      • Oceania
      • Rest of Asia Pacific
Table Of Content
  1. 1. Introduction
    • 1.1. Research Scope
    • 1.2. Market Segmentation
    • 1.3. Research Methodology
    • 1.4. Definitions and Assumptions
  2. 2. Executive Summary
    • 2.1. Introduction
  3. 3. Market Dynamics
    • 3.1. Introduction
      • 3.2. Market Drivers
        • 3.2.1. Rising Use of AI-powered Chatbots for Improved Customer Experience to Drive Market Growth
      • 3.3. Market Restrains
        • 3.3.1. Lack of Infrastructure and Higher Implementation Costs to Limit Adoption of AI in the Retail Sector
      • 3.4. Market Trends
        • 3.4.1. AI-driven Visual and Voice Search to Propel Market Opportunities
  4. 4. Market Factor Analysis
    • 4.1. Porters Five Forces
    • 4.2. Supply/Value Chain
    • 4.3. PESTEL analysis
    • 4.4. Market Entropy
    • 4.5. Patent/Trademark Analysis
  5. 5. Global Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
    • 5.1. Market Analysis, Insights and Forecast - by Offerings
      • 5.1.1. Solutions
      • 5.1.2. Services
    • 5.2. Market Analysis, Insights and Forecast - by Function
      • 5.2.1. Operation-Focused
      • 5.2.2. Customer-Facing
    • 5.3. Market Analysis, Insights and Forecast - by Type
      • 5.3.1. Online
      • 5.3.2. Offline
    • 5.4. Market Analysis, Insights and Forecast - by Application
      • 5.4.1. Predictive Analytics
      • 5.4.2. In-Store Visual Monitoring & Surveillance
      • 5.4.3. Customer Relationship Management
      • 5.4.4. Market Forecasting
      • 5.4.5. Inventory Management
      • 5.4.6. Others
    • 5.5. Market Analysis, Insights and Forecast - by Technology
      • 5.5.1. Computer Vision
      • 5.5.2. Machine Learning
      • 5.5.3. Natural Language Processing
      • 5.5.4. Others
    • 5.6. Market Analysis, Insights and Forecast - by Region
      • 5.6.1. North America
      • 5.6.2. South America
      • 5.6.3. Europe
      • 5.6.4. Middle East & Africa
      • 5.6.5. Asia Pacific
  6. 6. North America Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
    • 6.1. Market Analysis, Insights and Forecast - by Offerings
      • 6.1.1. Solutions
      • 6.1.2. Services
    • 6.2. Market Analysis, Insights and Forecast - by Function
      • 6.2.1. Operation-Focused
      • 6.2.2. Customer-Facing
    • 6.3. Market Analysis, Insights and Forecast - by Type
      • 6.3.1. Online
      • 6.3.2. Offline
    • 6.4. Market Analysis, Insights and Forecast - by Application
      • 6.4.1. Predictive Analytics
      • 6.4.2. In-Store Visual Monitoring & Surveillance
      • 6.4.3. Customer Relationship Management
      • 6.4.4. Market Forecasting
      • 6.4.5. Inventory Management
      • 6.4.6. Others
    • 6.5. Market Analysis, Insights and Forecast - by Technology
      • 6.5.1. Computer Vision
      • 6.5.2. Machine Learning
      • 6.5.3. Natural Language Processing
      • 6.5.4. Others
  7. 7. South America Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
    • 7.1. Market Analysis, Insights and Forecast - by Offerings
      • 7.1.1. Solutions
      • 7.1.2. Services
    • 7.2. Market Analysis, Insights and Forecast - by Function
      • 7.2.1. Operation-Focused
      • 7.2.2. Customer-Facing
    • 7.3. Market Analysis, Insights and Forecast - by Type
      • 7.3.1. Online
      • 7.3.2. Offline
    • 7.4. Market Analysis, Insights and Forecast - by Application
      • 7.4.1. Predictive Analytics
      • 7.4.2. In-Store Visual Monitoring & Surveillance
      • 7.4.3. Customer Relationship Management
      • 7.4.4. Market Forecasting
      • 7.4.5. Inventory Management
      • 7.4.6. Others
    • 7.5. Market Analysis, Insights and Forecast - by Technology
      • 7.5.1. Computer Vision
      • 7.5.2. Machine Learning
      • 7.5.3. Natural Language Processing
      • 7.5.4. Others
  8. 8. Europe Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
    • 8.1. Market Analysis, Insights and Forecast - by Offerings
      • 8.1.1. Solutions
      • 8.1.2. Services
    • 8.2. Market Analysis, Insights and Forecast - by Function
      • 8.2.1. Operation-Focused
      • 8.2.2. Customer-Facing
    • 8.3. Market Analysis, Insights and Forecast - by Type
      • 8.3.1. Online
      • 8.3.2. Offline
    • 8.4. Market Analysis, Insights and Forecast - by Application
      • 8.4.1. Predictive Analytics
      • 8.4.2. In-Store Visual Monitoring & Surveillance
      • 8.4.3. Customer Relationship Management
      • 8.4.4. Market Forecasting
      • 8.4.5. Inventory Management
      • 8.4.6. Others
    • 8.5. Market Analysis, Insights and Forecast - by Technology
      • 8.5.1. Computer Vision
      • 8.5.2. Machine Learning
      • 8.5.3. Natural Language Processing
      • 8.5.4. Others
  9. 9. Middle East & Africa Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
    • 9.1. Market Analysis, Insights and Forecast - by Offerings
      • 9.1.1. Solutions
      • 9.1.2. Services
    • 9.2. Market Analysis, Insights and Forecast - by Function
      • 9.2.1. Operation-Focused
      • 9.2.2. Customer-Facing
    • 9.3. Market Analysis, Insights and Forecast - by Type
      • 9.3.1. Online
      • 9.3.2. Offline
    • 9.4. Market Analysis, Insights and Forecast - by Application
      • 9.4.1. Predictive Analytics
      • 9.4.2. In-Store Visual Monitoring & Surveillance
      • 9.4.3. Customer Relationship Management
      • 9.4.4. Market Forecasting
      • 9.4.5. Inventory Management
      • 9.4.6. Others
    • 9.5. Market Analysis, Insights and Forecast - by Technology
      • 9.5.1. Computer Vision
      • 9.5.2. Machine Learning
      • 9.5.3. Natural Language Processing
      • 9.5.4. Others
  10. 10. Asia Pacific Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
    • 10.1. Market Analysis, Insights and Forecast - by Offerings
      • 10.1.1. Solutions
      • 10.1.2. Services
    • 10.2. Market Analysis, Insights and Forecast - by Function
      • 10.2.1. Operation-Focused
      • 10.2.2. Customer-Facing
    • 10.3. Market Analysis, Insights and Forecast - by Type
      • 10.3.1. Online
      • 10.3.2. Offline
    • 10.4. Market Analysis, Insights and Forecast - by Application
      • 10.4.1. Predictive Analytics
      • 10.4.2. In-Store Visual Monitoring & Surveillance
      • 10.4.3. Customer Relationship Management
      • 10.4.4. Market Forecasting
      • 10.4.5. Inventory Management
      • 10.4.6. Others
    • 10.5. Market Analysis, Insights and Forecast - by Technology
      • 10.5.1. Computer Vision
      • 10.5.2. Machine Learning
      • 10.5.3. Natural Language Processing
      • 10.5.4. Others
  11. 11. Predictive Analytics In-Store Visual Monitoring and Surveillance Customer Relationship Management Market Forecasting Inventory Management Others Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 11.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 11.1.1. By Technology
  12. 12. Computer Vision Machine Learning Natural Language Processing Others (Speech Recognition, Deep Learning, and Robotics Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 12.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 12.1.1. North America
  13. 13. North America Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 13.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 13.1.1 U.S.
        • 13.1.2 Canada
  14. 14. Europe Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 14.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 14.1.1 U.K.
        • 14.1.2 Germany
        • 14.1.3 France
        • 14.1.4 Scandinavia
        • 14.1.5 Rest of Europe
  15. 15. Asia Pacific Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 15.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 15.1.1 China
        • 15.1.2 Japan
        • 15.1.3 India
        • 15.1.4 Southeast Asia
        • 15.1.5 Rest of Asia Pacific
  16. 16. Middle East & Africa Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 16.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 16.1.1 GCC
        • 16.1.2 South Africa
        • 16.1.3 Rest of the Middle East & Africa
  17. 17. Latin America Artificial Intelligence (AI) in Retail Market Analysis, Insights and Forecast, 2019-2031
      • 17.1. Market Analysis, Insights and Forecast - By Country/Sub-region
        • 17.1.1 Brazil
        • 17.1.2 Mexico
        • 17.1.3 Rest of Latin America
  18. 18. Competitive Analysis
    • 18.1. Global Market Share Analysis 2024
      • 18.2. Company Profiles
        • 18.2.1 Amazon.com Inc. (U.S.)
          • 18.2.1.1. Overview
          • 18.2.1.2. Products
          • 18.2.1.3. SWOT Analysis
          • 18.2.1.4. Recent Developments
          • 18.2.1.5. Financials (Based on Availability)
        • 18.2.2 Google LLC (U.S.)
          • 18.2.2.1. Overview
          • 18.2.2.2. Products
          • 18.2.2.3. SWOT Analysis
          • 18.2.2.4. Recent Developments
          • 18.2.2.5. Financials (Based on Availability)
        • 18.2.3 IBM Corporation (U.S.)
          • 18.2.3.1. Overview
          • 18.2.3.2. Products
          • 18.2.3.3. SWOT Analysis
          • 18.2.3.4. Recent Developments
          • 18.2.3.5. Financials (Based on Availability)
        • 18.2.4 Intel Corporation (U.S.)
          • 18.2.4.1. Overview
          • 18.2.4.2. Products
          • 18.2.4.3. SWOT Analysis
          • 18.2.4.4. Recent Developments
          • 18.2.4.5. Financials (Based on Availability)
        • 18.2.5 Microsoft Corporation (U.S.)
          • 18.2.5.1. Overview
          • 18.2.5.2. Products
          • 18.2.5.3. SWOT Analysis
          • 18.2.5.4. Recent Developments
          • 18.2.5.5. Financials (Based on Availability)
        • 18.2.6 Nvidia Corporation (U.S.)
          • 18.2.6.1. Overview
          • 18.2.6.2. Products
          • 18.2.6.3. SWOT Analysis
          • 18.2.6.4. Recent Developments
          • 18.2.6.5. Financials (Based on Availability)
        • 18.2.7 Oracle Corporation (U.S.)
          • 18.2.7.1. Overview
          • 18.2.7.2. Products
          • 18.2.7.3. SWOT Analysis
          • 18.2.7.4. Recent Developments
          • 18.2.7.5. Financials (Based on Availability)
        • 18.2.8 SAP SE (Germany)
          • 18.2.8.1. Overview
          • 18.2.8.2. Products
          • 18.2.8.3. SWOT Analysis
          • 18.2.8.4. Recent Developments
          • 18.2.8.5. Financials (Based on Availability)
        • 18.2.9 Salesforce.com Inc. (U.S.)
          • 18.2.9.1. Overview
          • 18.2.9.2. Products
          • 18.2.9.3. SWOT Analysis
          • 18.2.9.4. Recent Developments
          • 18.2.9.5. Financials (Based on Availability)
        • 18.2.10 Talkdesk Inc. (U.S.)
          • 18.2.10.1. Overview
          • 18.2.10.2. Products
          • 18.2.10.3. SWOT Analysis
          • 18.2.10.4. Recent Developments
          • 18.2.10.5. Financials (Based on Availability)
        • 18.2.11 Amazon.com Inc. (U.S.)
          • 18.2.11.1. Overview
          • 18.2.11.2. Products
          • 18.2.11.3. SWOT Analysis
          • 18.2.11.4. Recent Developments
          • 18.2.11.5. Financials (Based on Availability)
        • 18.2.12 Google LLC (U.S.)
          • 18.2.12.1. Overview
          • 18.2.12.2. Products
          • 18.2.12.3. SWOT Analysis
          • 18.2.12.4. Recent Developments
          • 18.2.12.5. Financials (Based on Availability)
        • 18.2.13 IBM Corporation (U.S.)
          • 18.2.13.1. Overview
          • 18.2.13.2. Products
          • 18.2.13.3. SWOT Analysis
          • 18.2.13.4. Recent Developments
          • 18.2.13.5. Financials (Based on Availability)
        • 18.2.14 Intel Corporation (U.S.)
          • 18.2.14.1. Overview
          • 18.2.14.2. Products
          • 18.2.14.3. SWOT Analysis
          • 18.2.14.4. Recent Developments
          • 18.2.14.5. Financials (Based on Availability)
        • 18.2.15 Microsoft Corporation (U.S.)
          • 18.2.15.1. Overview
          • 18.2.15.2. Products
          • 18.2.15.3. SWOT Analysis
          • 18.2.15.4. Recent Developments
          • 18.2.15.5. Financials (Based on Availability)
        • 18.2.16 Nvidia Corporation (U.S.)
          • 18.2.16.1. Overview
          • 18.2.16.2. Products
          • 18.2.16.3. SWOT Analysis
          • 18.2.16.4. Recent Developments
          • 18.2.16.5. Financials (Based on Availability)
        • 18.2.17 Oracle Corporation (U.S.)
          • 18.2.17.1. Overview
          • 18.2.17.2. Products
          • 18.2.17.3. SWOT Analysis
          • 18.2.17.4. Recent Developments
          • 18.2.17.5. Financials (Based on Availability)
        • 18.2.18 SAP SE (Germany)
          • 18.2.18.1. Overview
          • 18.2.18.2. Products
          • 18.2.18.3. SWOT Analysis
          • 18.2.18.4. Recent Developments
          • 18.2.18.5. Financials (Based on Availability)
        • 18.2.19 Salesforce.com Inc. (U.S.)
          • 18.2.19.1. Overview
          • 18.2.19.2. Products
          • 18.2.19.3. SWOT Analysis
          • 18.2.19.4. Recent Developments
          • 18.2.19.5. Financials (Based on Availability)
        • 18.2.20 Talkdesk Inc. (U.S.)
          • 18.2.20.1. Overview
          • 18.2.20.2. Products
          • 18.2.20.3. SWOT Analysis
          • 18.2.20.4. Recent Developments
          • 18.2.20.5. Financials (Based on Availability)
List of Figures
  1. Figure 1: Global Artificial Intelligence (AI) in Retail Market Revenue Breakdown (USD billion, %) by Region 2024 & 2032
  2. Figure 2: Global Artificial Intelligence (AI) in Retail Market Volume Breakdown (K Units, %) by Region 2024 & 2032
  3. Figure 3: Predictive Analytics In-Store Visual Monitoring and Surveillance Customer Relationship Management Market Forecasting Inventory Management Others Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  4. Figure 4: Predictive Analytics In-Store Visual Monitoring and Surveillance Customer Relationship Management Market Forecasting Inventory Management Others Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  5. Figure 5: Predictive Analytics In-Store Visual Monitoring and Surveillance Customer Relationship Management Market Forecasting Inventory Management Others Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  6. Figure 6: Predictive Analytics In-Store Visual Monitoring and Surveillance Customer Relationship Management Market Forecasting Inventory Management Others Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  7. Figure 7: Computer Vision Machine Learning Natural Language Processing Others (Speech Recognition, Deep Learning, and Robotics Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  8. Figure 8: Computer Vision Machine Learning Natural Language Processing Others (Speech Recognition, Deep Learning, and Robotics Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  9. Figure 9: Computer Vision Machine Learning Natural Language Processing Others (Speech Recognition, Deep Learning, and Robotics Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  10. Figure 10: Computer Vision Machine Learning Natural Language Processing Others (Speech Recognition, Deep Learning, and Robotics Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  11. Figure 11: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  12. Figure 12: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  13. Figure 13: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  14. Figure 14: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  15. Figure 15: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  16. Figure 16: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  17. Figure 17: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  18. Figure 18: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  19. Figure 19: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  20. Figure 20: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  21. Figure 21: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  22. Figure 22: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  23. Figure 23: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  24. Figure 24: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  25. Figure 25: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  26. Figure 26: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  27. Figure 27: Latin America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  28. Figure 28: Latin America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  29. Figure 29: Latin America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  30. Figure 30: Latin America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  31. Figure 31: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Offerings 2024 & 2032
  32. Figure 32: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Offerings 2024 & 2032
  33. Figure 33: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Offerings 2024 & 2032
  34. Figure 34: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Offerings 2024 & 2032
  35. Figure 35: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Function 2024 & 2032
  36. Figure 36: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Function 2024 & 2032
  37. Figure 37: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Function 2024 & 2032
  38. Figure 38: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Function 2024 & 2032
  39. Figure 39: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Type 2024 & 2032
  40. Figure 40: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Type 2024 & 2032
  41. Figure 41: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Type 2024 & 2032
  42. Figure 42: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Type 2024 & 2032
  43. Figure 43: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Application 2024 & 2032
  44. Figure 44: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Application 2024 & 2032
  45. Figure 45: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Application 2024 & 2032
  46. Figure 46: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Application 2024 & 2032
  47. Figure 47: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Technology 2024 & 2032
  48. Figure 48: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Technology 2024 & 2032
  49. Figure 49: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Technology 2024 & 2032
  50. Figure 50: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Technology 2024 & 2032
  51. Figure 51: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  52. Figure 52: North America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  53. Figure 53: North America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  54. Figure 54: North America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  55. Figure 55: South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Offerings 2024 & 2032
  56. Figure 56: South America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Offerings 2024 & 2032
  57. Figure 57: South America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Offerings 2024 & 2032
  58. Figure 58: South America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Offerings 2024 & 2032
  59. Figure 59: South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Function 2024 & 2032
  60. Figure 60: South America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Function 2024 & 2032
  61. Figure 61: South America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Function 2024 & 2032
  62. Figure 62: South America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Function 2024 & 2032
  63. Figure 63: South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Type 2024 & 2032
  64. Figure 64: South America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Type 2024 & 2032
  65. Figure 65: South America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Type 2024 & 2032
  66. Figure 66: South America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Type 2024 & 2032
  67. Figure 67: South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Application 2024 & 2032
  68. Figure 68: South America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Application 2024 & 2032
  69. Figure 69: South America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Application 2024 & 2032
  70. Figure 70: South America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Application 2024 & 2032
  71. Figure 71: South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Technology 2024 & 2032
  72. Figure 72: South America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Technology 2024 & 2032
  73. Figure 73: South America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Technology 2024 & 2032
  74. Figure 74: South America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Technology 2024 & 2032
  75. Figure 75: South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  76. Figure 76: South America Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  77. Figure 77: South America Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  78. Figure 78: South America Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  79. Figure 79: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Offerings 2024 & 2032
  80. Figure 80: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Offerings 2024 & 2032
  81. Figure 81: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Offerings 2024 & 2032
  82. Figure 82: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Offerings 2024 & 2032
  83. Figure 83: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Function 2024 & 2032
  84. Figure 84: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Function 2024 & 2032
  85. Figure 85: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Function 2024 & 2032
  86. Figure 86: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Function 2024 & 2032
  87. Figure 87: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Type 2024 & 2032
  88. Figure 88: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Type 2024 & 2032
  89. Figure 89: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Type 2024 & 2032
  90. Figure 90: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Type 2024 & 2032
  91. Figure 91: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Application 2024 & 2032
  92. Figure 92: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Application 2024 & 2032
  93. Figure 93: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Application 2024 & 2032
  94. Figure 94: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Application 2024 & 2032
  95. Figure 95: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Technology 2024 & 2032
  96. Figure 96: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Technology 2024 & 2032
  97. Figure 97: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Technology 2024 & 2032
  98. Figure 98: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Technology 2024 & 2032
  99. Figure 99: Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  100. Figure 100: Europe Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  101. Figure 101: Europe Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  102. Figure 102: Europe Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  103. Figure 103: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Offerings 2024 & 2032
  104. Figure 104: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Offerings 2024 & 2032
  105. Figure 105: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Offerings 2024 & 2032
  106. Figure 106: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Offerings 2024 & 2032
  107. Figure 107: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Function 2024 & 2032
  108. Figure 108: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Function 2024 & 2032
  109. Figure 109: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Function 2024 & 2032
  110. Figure 110: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Function 2024 & 2032
  111. Figure 111: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Type 2024 & 2032
  112. Figure 112: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Type 2024 & 2032
  113. Figure 113: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Type 2024 & 2032
  114. Figure 114: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Type 2024 & 2032
  115. Figure 115: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Application 2024 & 2032
  116. Figure 116: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Application 2024 & 2032
  117. Figure 117: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Application 2024 & 2032
  118. Figure 118: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Application 2024 & 2032
  119. Figure 119: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Technology 2024 & 2032
  120. Figure 120: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Technology 2024 & 2032
  121. Figure 121: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Technology 2024 & 2032
  122. Figure 122: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Technology 2024 & 2032
  123. Figure 123: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  124. Figure 124: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  125. Figure 125: Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  126. Figure 126: Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
  127. Figure 127: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Offerings 2024 & 2032
  128. Figure 128: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Offerings 2024 & 2032
  129. Figure 129: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Offerings 2024 & 2032
  130. Figure 130: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Offerings 2024 & 2032
  131. Figure 131: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Function 2024 & 2032
  132. Figure 132: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Function 2024 & 2032
  133. Figure 133: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Function 2024 & 2032
  134. Figure 134: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Function 2024 & 2032
  135. Figure 135: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Type 2024 & 2032
  136. Figure 136: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Type 2024 & 2032
  137. Figure 137: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Type 2024 & 2032
  138. Figure 138: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Type 2024 & 2032
  139. Figure 139: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Application 2024 & 2032
  140. Figure 140: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Application 2024 & 2032
  141. Figure 141: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Application 2024 & 2032
  142. Figure 142: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Application 2024 & 2032
  143. Figure 143: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Technology 2024 & 2032
  144. Figure 144: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Technology 2024 & 2032
  145. Figure 145: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Technology 2024 & 2032
  146. Figure 146: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Technology 2024 & 2032
  147. Figure 147: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion), by Country 2024 & 2032
  148. Figure 148: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units), by Country 2024 & 2032
  149. Figure 149: Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue Share (%), by Country 2024 & 2032
  150. Figure 150: Asia Pacific Artificial Intelligence (AI) in Retail Market Volume Share (%), by Country 2024 & 2032
List of Tables
  1. Table 1: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Region 2019 & 2032
  2. Table 2: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Region 2019 & 2032
  3. Table 3: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Offerings 2019 & 2032
  4. Table 4: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Offerings 2019 & 2032
  5. Table 5: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Function 2019 & 2032
  6. Table 6: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Function 2019 & 2032
  7. Table 7: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Type 2019 & 2032
  8. Table 8: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Type 2019 & 2032
  9. Table 9: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Application 2019 & 2032
  10. Table 10: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Application 2019 & 2032
  11. Table 11: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Technology 2019 & 2032
  12. Table 12: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Technology 2019 & 2032
  13. Table 13: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Region 2019 & 2032
  14. Table 14: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Region 2019 & 2032
  15. Table 15: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  16. Table 16: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  17. Table 17: By Technology Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  18. Table 18: By Technology Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  19. Table 19: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  20. Table 20: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  21. Table 21: North America Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  22. Table 22: North America Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  23. Table 23: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  24. Table 24: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  25. Table 25: U.S. Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  26. Table 26: U.S. Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  27. Table 27: Canada Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  28. Table 28: Canada Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  29. Table 29: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  30. Table 30: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  31. Table 31: U.K. Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  32. Table 32: U.K. Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  33. Table 33: Germany Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  34. Table 34: Germany Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  35. Table 35: France Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  36. Table 36: France Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  37. Table 37: Scandinavia Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  38. Table 38: Scandinavia Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  39. Table 39: Rest of Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  40. Table 40: Rest of Europe Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  41. Table 41: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  42. Table 42: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  43. Table 43: China Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  44. Table 44: China Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  45. Table 45: Japan Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  46. Table 46: Japan Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  47. Table 47: India Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  48. Table 48: India Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  49. Table 49: Southeast Asia Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  50. Table 50: Southeast Asia Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  51. Table 51: Rest of Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  52. Table 52: Rest of Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  53. Table 53: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  54. Table 54: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  55. Table 55: GCC Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  56. Table 56: GCC Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  57. Table 57: South Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  58. Table 58: South Africa Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  59. Table 59: Rest of the Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  60. Table 60: Rest of the Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  61. Table 61: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  62. Table 62: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  63. Table 63: Brazil Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  64. Table 64: Brazil Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  65. Table 65: Mexico Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  66. Table 66: Mexico Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  67. Table 67: Rest of Latin America Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  68. Table 68: Rest of Latin America Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  69. Table 69: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Offerings 2019 & 2032
  70. Table 70: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Offerings 2019 & 2032
  71. Table 71: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Function 2019 & 2032
  72. Table 72: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Function 2019 & 2032
  73. Table 73: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Type 2019 & 2032
  74. Table 74: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Type 2019 & 2032
  75. Table 75: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Application 2019 & 2032
  76. Table 76: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Application 2019 & 2032
  77. Table 77: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Technology 2019 & 2032
  78. Table 78: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Technology 2019 & 2032
  79. Table 79: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  80. Table 80: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  81. Table 81: United States Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  82. Table 82: United States Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  83. Table 83: Canada Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  84. Table 84: Canada Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  85. Table 85: Mexico Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  86. Table 86: Mexico Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  87. Table 87: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Offerings 2019 & 2032
  88. Table 88: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Offerings 2019 & 2032
  89. Table 89: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Function 2019 & 2032
  90. Table 90: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Function 2019 & 2032
  91. Table 91: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Type 2019 & 2032
  92. Table 92: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Type 2019 & 2032
  93. Table 93: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Application 2019 & 2032
  94. Table 94: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Application 2019 & 2032
  95. Table 95: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Technology 2019 & 2032
  96. Table 96: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Technology 2019 & 2032
  97. Table 97: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  98. Table 98: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  99. Table 99: Brazil Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  100. Table 100: Brazil Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  101. Table 101: Argentina Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  102. Table 102: Argentina Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  103. Table 103: Rest of South America Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  104. Table 104: Rest of South America Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  105. Table 105: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Offerings 2019 & 2032
  106. Table 106: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Offerings 2019 & 2032
  107. Table 107: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Function 2019 & 2032
  108. Table 108: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Function 2019 & 2032
  109. Table 109: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Type 2019 & 2032
  110. Table 110: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Type 2019 & 2032
  111. Table 111: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Application 2019 & 2032
  112. Table 112: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Application 2019 & 2032
  113. Table 113: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Technology 2019 & 2032
  114. Table 114: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Technology 2019 & 2032
  115. Table 115: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  116. Table 116: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  117. Table 117: United Kingdom Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  118. Table 118: United Kingdom Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  119. Table 119: Germany Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  120. Table 120: Germany Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  121. Table 121: France Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  122. Table 122: France Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  123. Table 123: Italy Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  124. Table 124: Italy Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  125. Table 125: Spain Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  126. Table 126: Spain Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  127. Table 127: Russia Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  128. Table 128: Russia Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  129. Table 129: Benelux Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  130. Table 130: Benelux Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  131. Table 131: Nordics Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  132. Table 132: Nordics Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  133. Table 133: Rest of Europe Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  134. Table 134: Rest of Europe Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  135. Table 135: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Offerings 2019 & 2032
  136. Table 136: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Offerings 2019 & 2032
  137. Table 137: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Function 2019 & 2032
  138. Table 138: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Function 2019 & 2032
  139. Table 139: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Type 2019 & 2032
  140. Table 140: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Type 2019 & 2032
  141. Table 141: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Application 2019 & 2032
  142. Table 142: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Application 2019 & 2032
  143. Table 143: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Technology 2019 & 2032
  144. Table 144: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Technology 2019 & 2032
  145. Table 145: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  146. Table 146: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  147. Table 147: Turkey Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  148. Table 148: Turkey Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  149. Table 149: Israel Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  150. Table 150: Israel Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  151. Table 151: GCC Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  152. Table 152: GCC Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  153. Table 153: North Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  154. Table 154: North Africa Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  155. Table 155: South Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  156. Table 156: South Africa Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  157. Table 157: Rest of Middle East & Africa Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  158. Table 158: Rest of Middle East & Africa Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  159. Table 159: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Offerings 2019 & 2032
  160. Table 160: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Offerings 2019 & 2032
  161. Table 161: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Function 2019 & 2032
  162. Table 162: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Function 2019 & 2032
  163. Table 163: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Type 2019 & 2032
  164. Table 164: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Type 2019 & 2032
  165. Table 165: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Application 2019 & 2032
  166. Table 166: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Application 2019 & 2032
  167. Table 167: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Technology 2019 & 2032
  168. Table 168: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Technology 2019 & 2032
  169. Table 169: Global Artificial Intelligence (AI) in Retail Market Revenue USD billion Forecast, by Country 2019 & 2032
  170. Table 170: Global Artificial Intelligence (AI) in Retail Market Volume K Units Forecast, by Country 2019 & 2032
  171. Table 171: China Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  172. Table 172: China Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  173. Table 173: India Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  174. Table 174: India Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  175. Table 175: Japan Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  176. Table 176: Japan Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  177. Table 177: South Korea Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  178. Table 178: South Korea Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  179. Table 179: ASEAN Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  180. Table 180: ASEAN Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  181. Table 181: Oceania Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  182. Table 182: Oceania Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032
  183. Table 183: Rest of Asia Pacific Artificial Intelligence (AI) in Retail Market Revenue (USD billion) Forecast, by Application 2019 & 2032
  184. Table 184: Rest of Asia Pacific Artificial Intelligence (AI) in Retail Market Volume (K Units) Forecast, by Application 2019 & 2032

STEP 1 - Identification of Relevant Samples Size from Population Database

Step Chart
bar chart
method chart

STEP 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

approach chart
Top-down and bottom-up approaches are used to validate the global market size and estimate the market size for manufactures, regional segemnts, product and application.

Note* : In applicable scenarios

STEP 3 - Data Sources

Primary Research

  • Web Analytics
  • Survey Reports
  • Research Institute
  • Latest Research Reports
  • Opinion Leaders

Secondary Research

  • Annual Reports
  • White Paper
  • Latest Press Release
  • Industry Association
  • Paid Database
  • Investor Presentations
approach chart

STEP 4 - Data Triangulation

Involves using different sources of information in order to increase the validity of a study

These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.

Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.

During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence

Additionally after gathering mix and scattered data from wide range of sources, data is triangull- ated and correlated to come up with estimated figures which are further validated through primary mediums, or industry experts, opinion leader.

Frequently Asked Questions

Related Reports

About Market Research Forecast

MR Forecast provides premium market intelligence on deep technologies that can cause a high level of disruption in the market within the next few years. When it comes to doing market viability analyses for technologies at very early phases of development, MR Forecast is second to none. What sets us apart is our set of market estimates based on secondary research data, which in turn gets validated through primary research by key companies in the target market and other stakeholders. It only covers technologies pertaining to Healthcare, IT, big data analysis, block chain technology, Artificial Intelligence (AI), Machine Learning (ML), Internet of Things (IoT), Energy & Power, Automobile, Agriculture, Electronics, Chemical & Materials, Machinery & Equipment's, Consumer Goods, and many others at MR Forecast. Market: The market section introduces the industry to readers, including an overview, business dynamics, competitive benchmarking, and firms' profiles. This enables readers to make decisions on market entry, expansion, and exit in certain nations, regions, or worldwide. Application: We give painstaking attention to the study of every product and technology, along with its use case and user categories, under our research solutions. From here on, the process delivers accurate market estimates and forecasts apart from the best and most meaningful insights.

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