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Artificial Intelligence in Retail Market
Artificial Intelligence (AI) in Retail Market Size, Share, Forecast, & Trends by Offering (Solutions (Supply Chain Management, Predictive Merchandising, Others), Services), Technology, Type (Online Retail, Offline Retail), Deployment Mode, End User, Geography— Global Forecasts to 2031
Report ID:MRICT - 104227 Pages: 200 Sep-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 24 to 72 HoursThe Artificial Intelligence in Retail Market was valued at $7 billion in 2023. This market is anticipated to reach $92.7 billion by 2031 from an estimated $9.4 billion in 2024, at a CAGR of 38.6% during the forecast period from 2024–2031.
Artificial Intelligence [AI] in Retail Market Size & Forecast
Key factors driving the growth of this market include the surge in smart stores, a rising focus on enhancing customer experience, and the rising integration of AI in inventory management. However, the low rate of technology adoption in unorganized retail and the low availability of qualified professionals restrain this market’s growth.
Furthermore, the rising adoption of AI-based voice assistants and AI-powered personal shopping services is anticipated to create substantial growth opportunities for companies operating in this market. However, stringent regulations, data privacy risks, and the difficulties associated with integrating AI technologies into existing systems are some of the challenges impacting market growth.
Artificial Intelligence [AI] in Retail Market Growth Drivers
Surge in Smart Stores
Smart stores, also known as connected stores, autonomous stores, or intelligent retail environments, are brick-and-mortar stores that incorporate various technologies to enhance the shopping experience, optimize operations, and improve customer engagement and lifetime value (CLV). The development of smart shopping and autonomous stores globally has seen significant growth and innovation in recent years. Retailers in recent years have begun to incorporate innovative technologies into their stores to deliver a more frictionless shopping experience for their customers.
The adoption of smart stores has been driven by advancements in computer vision, AI, and consumer demand for more efficient, frictionless shopping experiences. The integration of these technologies not only improves the shopping experience but also helps retailers streamline their operations and better meet the needs of their customers.
Recent developments in this market include:
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In May 2024, the German supermarket chain Rewe opened a hybrid supermarket at Wehrhahn in Düsseldorf, utilizing artificial intelligence (AI) and advanced technology. This marks an expansion of Rewe's experiments with autonomous stores, which are already operational in Cologne, Berlin, and Munich.
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In March 2021, Amazon (U.S.) opened its first "just walk out" grocery store outside the U.S. in London, under the Amazon Fresh brand. Customers can enter the store by scanning a smartphone app and are automatically charged for their purchases as they exit.
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Increasing Integration of AI in Inventory Management
AI has transformed various operational and decision-making aspects in the retail sector. Effective inventory management involves careful monitoring and control of stock levels to ensure product availability while minimizing costs and maximizing profits. In recent years, AI has significantly changed how retailers manage their inventory. AI enhances retail inventory management by analyzing vast amounts of data to optimize stock control. By examining historical sales, customer behavior, market trends, and external factors, AI algorithms provide retailers with valuable insights that improve decision-making and streamline the supply chain.
With AI, retailers can accurately forecast demand, ensuring the right products are in stock at the right time. By assessing customer preferences and purchasing patterns, AI can identify trends and predict future demand, allowing retailers to adjust their inventory levels accordingly. This approach helps prevent stockouts and overstock situations, improving customer satisfaction by ensuring popular products are consistently available.
Several retailers are leveraging AI to optimize their inventory management processes. For example, Walmart Inc., a major American multinational retail corporation, uses AI for demand forecasting, inventory control, and supply chain optimization. Its AI initiative, known as the Walmart Intelligent Retail Lab (IRL), utilizes machine learning algorithms to predict sales trends, manage stock levels, and automate warehouse operations.
Additionally, the increasing focus among market players to develop innovative solutions for retail inventory management is expected to drive market growth. For instance, in January 2023, Google Cloud (U.S.) launched a new AI tool designed to help large retailers better track inventory on their shelves.
Artificial Intelligence [AI] in Retail Market Growth Opportunity
Increasing Demand for AI-powered Personal Shopping Services
AI personal shopping assistants are software tools or applications that utilize artificial intelligence to assist users with their shopping needs. These AI-powered services leverage advanced algorithms and machine learning to understand a customer’s preferences, style, and budget. They can quickly sift through thousands of products, curating selections that align with the customer’s unique requirements. This process not only saves time but also makes online shopping a more enjoyable and hassle-free experience.
With advancements in AI technology, these services now offer levels of personalization and efficiency that were previously unattainable. By combining powerful algorithms with machine learning, AI personal shopping assistants can effectively interpret customer preferences and deliver a highly customized shopping experience. Various companies and platforms provide these services, each focusing on enhancing different aspects of the shopping experience. For instance, Amazon's platform employs AI to recommend products based on users' browsing and purchasing history.
Overall, AI personal shopping services aim to enhance convenience, efficiency, and personalization in the shopping experience by leveraging data and advanced algorithms. As technology continues to evolve, the demand for AI-powered personal shopping services is expected to increase, creating significant opportunities for market growth.
Some of the recent developments from market players are as follows:
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In January 2024, Etsy (U.S.) launched a new hub that combines artificial intelligence (AI) with human curation to assist shoppers in finding gifts for any occasion. The interactive Gift Mode helps users discover presents that align with the specific interests of the recipient.
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In November 2023, Mastercard Inc. (U.S.) launched an AI-powered personal shopping assistant tool called Shopping Muse for retailers. Developed under its Dynamic Yield division, Shopping Muse aims to replicate the in-store shopping experience using advanced AI capabilities, offering tailored recommendations based on each customer's preferences and profile.
Artificial Intelligence [AI] in Retail Market Analysis: Key Findings
By Offering: In 2024, the Solutions Segment to Dominate the Artificial Intelligence in Retail Market
Based on offering, the artificial intelligence in retail market is segmented into solutions and services. In 2024, the solutions segment is anticipated to dominate the market, with a share of over 72.0%. The segment’s major share is due to the rising adoption of AI technologies in retail aimed at enhancing operations and boosting customer satisfaction. Additionally, key market players are increasingly focused on launching innovative AI solutions that enable retailers to transform the shopping experience for both customers and workers.
However, the services segment is anticipated to record a higher compound annual growth rate during the forecast period. This growth is due to the growing demand for visibility within organizations, which enables them to identify and address issues proactively before they impact operations or the customer experience.
By Technology: In 2024, the Machine Learning Segment to Dominate the Artificial Intelligence in Retail Market
Based on technology, the artificial intelligence in retail market is segmented into machine learning, natural language processing, computer vision, and other technologies. In 2024, the machine learning segment is anticipated to dominate the market, with a share of over 36.0%. The segment’s major share is primarily attributed to the growing use of machine learning by retailers to monitor customer behavior, including movements, product interactions, and foot traffic patterns. This information is crucial for optimizing store layouts, improving product placements, and refining marketing strategies.
Moreover, the machine learning segment is anticipated to record the highest compound annual growth rate during the forecast period. This growth is due to the increasing integration of AI technologies by retailers to enhance customer experiences through personalized interactions, leveraging valuable customer data to inform business decisions that deliver better results.
By Type: In 2024, the Online Retail Segment to Dominate the Artificial Intelligence in Retail Market
Based on type, the artificial intelligence in retail market is segmented into online retail and offline retail. In 2024, the online retail segment is projected to dominate the market. The segment’s major share is primarily attributed to the increasing adoption of AI in online retail to enhance customer satisfaction, detect and prevent fraud, adjust pricing and offerings based on real-time user behavior, reduce operational costs, and boost revenue.
Moreover, the online retail segment is anticipated to record a higher compound annual growth rate during the forecast period. This growth is due to initiatives by market players to develop AI solutions designed specifically for the eCommerce sector, which aims to revolutionize the way online retailers interact with their customers.
The On-premise Deployments Segment to Dominate the Artificial Intelligence in Retail Market in 2024
Based on deployment mode, the artificial intelligence in retail market is segmented into on-premise deployment and cloud-based Deployments. In 2024, the on-premise deployments segment is projected to dominate the market. The segment’s major share is primarily attributed to the high preference for on-premise solutions among large enterprises due to the availability of trained IT professionals, established infrastructure, and security concerns associated with cloud-based deployments.
Moreover, the cloud-based deployments segment is anticipated to record a higher compound annual growth rate during the forecast period. Computing and storage systems are gaining popularity among small and medium-sized enterprises. Several organizations are gradually transitioning to cloud infrastructure, a trend that is expected to grow in the coming years. This transition is primarily driven by the benefits offered by cloud infrastructure, such as easy implementation, low reliance on in-house resources, and scalability.
The food & groceries Segment to Dominate the Artificial Intelligence in Retail Market in 2024
Based on end user, the artificial intelligence in retail market is segmented into food & groceries, health & wellness, automotive, fashion & clothing, electronics & white goods, general utility products, cosmetics & personal care, and other end users. In 2024, the food & groceries segment is projected to dominate the market, with a share of over 22.0%. The segment’s major market share is primarily attributed to the rising adoption of AI by food and grocery retailers to optimize supply chains, enhance customer experiences, conduct food quality inspections, personalize promotions across various customer communication channels, and make data-driven decisions.
However, the fashion & clothing segment is anticipated to record the highest compound annual growth rate during the forecast period. This growth is due to the growing demand for AI solutions among fashion retailers, who are leveraging this technology for analyzing trends, recommending products, optimizing supply chains, improving operational efficiency, and enhancing customer experiences.
Geographical Analysis
Based on geography, the artificial intelligence in retail market is segmented into five regions: North America, Europe, Asia-Pacific, Latin America, and the Middle East & Africa. In 2024, North America is anticipated to account for the major share of over 32.0% of the artificial intelligence in retail market, followed by Asia-Pacific and Europe. North America's significant market share can be attributed to several key factors, including early adoption of new and emerging technologies, the presence of prominent market players, increasing government initiatives and investments in AI technology, and a growing focus among e-commerce enterprises on providing enhanced shopping experiences for customers.
However, the market in Asia-Pacific is anticipated to record the highest compound annual growth rate of 40.6% during the forecast period. The growth of this regional market is driven by the proliferation of smart stores, initiatives by leading retailers to expand their businesses across the region, and the rapidly growing retail and e-commerce industries in developing countries like India and China. Additionally, rising disposable incomes, increasing internet penetration and smartphone usage, and the growing adoption of AI by retailers to enhance customer experiences and optimize supply chain operations contribute to the market’s growth in Asia-Pacific.
Artificial Intelligence [AI] in Retail Market: Key Companies
The report offers a competitive analysis based on an extensive assessment of the leading players’ product portfolios and geographic presence and the key growth strategies adopted by them over the last three to four years. Some of the key players operating in the artificial intelligence in retail market are Amazon.com, Inc. (U.S.), Google LLC (U.S.), IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), SAP SE (Germany), BloomReach, Inc. (U.S.), Salesforce.com, Inc. (U.S.), ViSenze (Singapore), SymphonyAI LLC (U.S.), Daisy Intelligence Corporation (Canada), Conversica (U.S.), and RetailNext Inc. (U.S.).
Artificial Intelligence in Retail Market Overview: Latest Developments from Key Industry Players
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In June 2024, ParcelLab (U.S.) launched an AI-powered tool designed to help retailers anticipate and mitigate the financial impact of returns. By estimating inbound parcels for retail warehouses, the ParcelLab Returns Forecast AI enables retailers to better plan their warehouse resources, reduce processing times, and lower operational costs.
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In January 2024, IBM Corporation (U.S.) collaborated with SAP SE (Germany) to develop solutions aimed at helping clients in the consumer packaged goods and retail industries enhance their supply chain, finance operations, and sales and services using generative AI.
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In January 2024, SAP SE (Germany) announced new AI-driven capabilities to help retailers optimize business processes and drive profitability and customer loyalty. These innovative features, spanning from planning to personalization, will provide retailers with comprehensive customer insights and data analysis to adapt and thrive amid rapid market changes.
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In January 2024, Google Cloud (U.S.) launched several new tools for retailers utilizing generative AI to improve online shopping experiences and other retail operations. This suite of products includes a generative AI-powered chatbot that retailers can implement on their websites and mobile apps. These virtual agents can interact with consumers and offer product recommendations based on shoppers’ preferences.
Artificial Intelligence [AI] in Retail Market Research Summary
|
Particulars |
Details |
|
Number of Pages |
250 |
|
Format |
|
|
Forecast Period |
2024–2031 |
|
Base Year |
2023 |
|
CAGR |
38.6% |
|
Market Size (Value) |
USD 92.7 Billion by 2031 |
|
Segments Covered |
By Offering
By Technology
By Type
By Deployment Mode
By End User
|
|
Countries Covered |
North America (U.S., Canada), Europe (Germany, U.K., France, Italy, Spain, Switzerland, Netherlands, and Rest of Europe), Asia-Pacific (China, Japan, India, South Korea, Singapore, Malaysia, and Rest of Asia-Pacific), Latin America (Brazil, Mexico, and Rest of Latin America), and the Middle East & Africa (UAE, Israel, Rest of Middle East & Africa) |
|
Key Companies |
Amazon.com, Inc. (U.S.), Google LLC (U.S.), IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), SAP SE (Germany), BloomReach, Inc. (U.S.), Salesforce.com, Inc. (U.S.), ViSenze (Singapore), SymphonyAI LLC (U.S.), Daisy Intelligence Corporation (Canada), Conversica (U.S.), RetailNext Inc. (U.S.) and among others. |
Key questions answered in the artificial intelligence in retail market research report
This study focuses on market assessment and opportunity analysis by analyzing the sales of AI retail solutions across various regions and countries. This study also offers a competitive analysis of the AI in retail market based on an extensive assessment of the leading players' product portfolios, geographic presence, and key growth strategies.
The global artificial intelligence in retail market is projected to reach $92.7 billion by 2031, at a CAGR of 38.6% during the forecast period.
Based on offering, the solutions segment is anticipated to hold the major share of the market in 2024.
Based on technology, the machine learning segment is expected to account for the largest share of the global artificial intelligence in retail market.
Based on type, the online retail segment is anticipated to hold the major share of the market in 2024.
Based on deployment mode, the cloud-based deployments segment is anticipated to hold the major share of the market in 2024.
Based on end user, the food & groceries segment is anticipated to hold the major share of the market in 2024.
Key factors driving the growth of this market include the surge in smart stores, a rising focus on enhancing customer experience, and the increasing integration of AI in inventory management.
Furthermore, the rising adoption of AI-based voice assistants and the increasing demand for AI-powered personal shopping services are anticipated to create substantial growth opportunities for companies in the market.
The key players operating in the artificial intelligence in retail market include Amazon.com, Inc. (U.S.), Google LLC (U.S.), IBM Corporation (U.S.), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Nvidia Corporation (U.S.), Oracle Corporation (U.S.), SAP SE (Germany), BloomReach, Inc. (U.S.), Salesforce.com, Inc. (U.S.), ViSenze?(Singapore), SymphonyAI LLC?(U.S.), Daisy Intelligence Corporation (Canada), Conversica (U.S.), RetailNext Inc. (U.S.).
The market in Asia-Pacific is anticipated to register the highest growth rate over the coming years, consequently offering significant growth opportunities for companies operating in this market.
1. Introduction
1.1. Market Definition
1.2. Currency & Limitations
1.2.1. Currency
1.2.2. Limitations
2. Research Methodology
2.1. Research Approach
2.2. Process of Data Collection and Validation
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders of the Industry
2.3. Market Sizing and Forecast
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast Approach
2.4. Assumption for the Study
3. Executive Summary
3.1. Market Overview
3.2. Market Analysis, by Offering
3.3. Market Analysis, by Application
3.4. Market Analysis, by Technology
3.5. Market Analysis, by Retail Type
3.6. Market Analysis, by Deployment Mode
3.7. Market Analysis, by End User
3.8. Market Analysis, by Geography
3.9. Competitive Analysis
4. Market Insights
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Drivers
4.2.1.1. Increasing Number of Smart Stores
4.2.1.2. Growing Need to Enhance Customer Experience and Improve Productivity
4.2.1.3. Rising Use of AI for Inventory Management
4.2.2. Restraints
4.2.2.1. Low Technology Adoption Rate in the Unorganized Retail Sector
4.2.2.2. Shortage of Skilled Professionals
4.2.3. Opportunities
4.2.3.1. Rising Adoption of AI-based Voice Assistants
4.2.3.2. Growing Demand for AI-powered Personal Shopping Services
4.2.4. Challenges
4.2.4.1. Legal Concerns and Data Privacy Issues
4.2.4.2. Complexities Associated with Integrating AI Technologies into Existing Systems
4.3. Trends
4.4. Case Studies
4.5. Porter's Five Forces Analysis
4.6. Vendor Selection Criteria/Factors Affecting Buying Decisions
4.7. Product/Technology Adoption Trends Across Different Customer/End User/Industry Segments
5. Artificial Intelligence in Retail Market Assessment—by Offering
5.1. Overview
5.2. Solutions
5.2.1. Supply Chain Management
5.2.2. Predictive Merchandising
5.2.3. Customer Experience Management
5.2.4. Sentiment Analysis
5.2.5. Payment Processing
5.2.6. Price Optimization
5.2.7. Other Solutions
5.3. Services
5.3.1. Managed Services
5.3.2. Professional Services
6. Artificial Intelligence in Retail Market Assessment—by Technology
6.1. Overview
6.2. Machine Learning
6.3. Natural Language Processing
6.4. Computer Vision
6.5. Other Technologies
7. Artificial Intelligence in Retail Market Assessment—by Type
7.1. Overview
7.2. Offline Retail
7.2.1. Supermarkets
7.2.2. Hypermarkets
7.2.3. Specialty Stores
7.2.4. Department Stores
7.2.5. Other Offline Retailers
7.3. Online Retail
8. Artificial Intelligence in Retail Market Assessment—by Deployment Mode
8.1. Overview
8.2. Cloud-based Deployments
8.3. On-premise Deployments
9. Artificial Intelligence in Retail Market Assessment—by End User
9.1. Overview
9.2. Food & Groceries
9.3. Health & Wellness
9.4. Automotive
9.5. Fashion & Clothing
9.6. Electronics & White Goods
9.7. General Utility Products
9.8. Cosmetics & Personal Care
9.9. Other End Users
10. Artificial Intelligence in Retail Market Assessment—by Geography
10.1. North America
10.1.1. U.S.
10.1.2. Canada
10.2. Europe
10.2.1. Germany
10.2.2. U.K.
10.2.3. France
10.2.4. Italy
10.2.5. Spain
10.2.6. Switzerland
10.2.7. Netherlands
10.2.8. Rest of Europe
10.3. Asia-Pacific
10.3.1. Japan
10.3.2. China
10.3.3. India
10.3.4. South Korea
10.3.5. Singapore
10.3.6. Malaysia
10.3.7. Rest of Asia-Pacific
10.4. Latin America
10.4.1. Mexico
10.4.2. Brazil
10.4.3. Rest of Latin America
10.5. Middle East & Africa
10.5.1. UAE
10.5.2. Israel
10.5.3. Rest of Middle East & Africa
11. Artificial Intelligence in Retail Market Assessment—Competitive Analysis
11.1. Overview
11.2. Key Growth Strategies
11.3. Competitive Dashboard
11.3.1. Industry Leaders
11.3.2. Market differentiators
11.3.3. Vanguards
11.3.4. Contemporary Stalwarts
11.4. Vendor Market Positioning
11.5. Market Share/Ranking by the Key Players
12. Company Profiles (Company Overview, Financial Overview, Product Portfolio, Strategic Developments, and SWOT Analysis)
12.1. Amazon.com, Inc.
12.2. Google LLC
12.3. IBM Corporation
12.4. Intel Corporation
12.5. Microsoft Corporation
12.6. Nvidia Corporation
12.7. Oracle Corporation
12.8. SAP SE
12.9. BloomReach, Inc.
12.10. Salesforce.com, Inc.
12.11. ViSenze
12.12. SymphonyAI LLC
12.13. Daisy Intelligence Corporation
12.14. Conversica
12.15. RetailNext Inc.
(Note: SWOT analysis of the top 5 companies will be provided)
13. Appendix
13.1. Available Customizations
13.2. Related Reports
List of Tables
Table 1 Currency Conversion Rates (2021–2024)
Table 2 Global Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 3 Global Artificial Intelligence Retail Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 4 Global Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 5 Global Artificial Intelligence Retail Solutions Market for Supply Chain Management, by Country/Region, 2022–2031(USD Million)
Table 6 Global Artificial Intelligence Retail Solutions Market for Predictive Merchandising, by Country/Region, 2022–2031(USD Million)
Table 7 Global Artificial Intelligence Retail Solutions Market for Customer Experience Management, by Country/Region, 2022–2031(USD Million)
Table 8 Global Artificial Intelligence Retail Solutions Market for Sentiment Analysis, by Country/Region, 2022–2031 (USD Million)
Table 9 Global Artificial Intelligence Retail Solutions Market for Payment Processing, by Country/Region, 2022–2031 (USD Million)
Table 10 Global Artificial Intelligence Retail Solutions Market for Price Optimization, by Country/Region, 2022–2031 (USD Million)
Table 11 Global Other Artificial Intelligence Retail Solutions Market, by Country/Region, 2022–2031 (USD Million)
Table 12 Global Artificial Intelligence Retail Services Market, by Country/Region, 2022–2031 (USD Million)
Table 13 Global Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 14 Global Artificial Intelligence Retail Managed Services Market, by Country/Region, 2022–2031 (USD Million)
Table 15 Global Artificial Intelligence Retail Professional Services Market, by Country/Region, 2022–2031 (USD Million)
Table 16 Global Artificial Intelligence in Retail Market, by Technology, 2022–2031 (USD Million)
Table 17 Global Artificial Intelligence in Retail Market for Machine Learning, by Country/Region, 2022–2031 (USD Million)
Table 18 Global Artificial Intelligence in Retail Market for Natural Language Processing, by Country/Region, 2022–2031 (USD Million)
Table 19 Global Artificial Intelligence in Retail Market for Computer Vision, by Country/Region, 2022–2031 (USD Million)
Table 20 Global Artificial Intelligence in Retail Market for Other Technologies, by Country/Region, 2022–2031 (USD Million)
Table 21 Global Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 22 Global Artificial Intelligence in Offline Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 23 Global Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 24 Global Artificial Intelligence in Retail Market for Supermarkets, by Country/Region, 2022–2031 (USD Million)
Table 25 Global Artificial Intelligence in Retail Market for Hypermarkets, by Country/Region, 2022–2031 (USD Million)
Table 26 Global Artificial Intelligence in Retail Market for Specialty Stores, by Country/Region, 2022–2031 (USD Million)
Table 27 Global Artificial Intelligence in Retail Market for Department Stores, by Country/Region, 2022–2031 (USD Million)
Table 28 Global Artificial Intelligence in Retail Market for Other Offline Retailers, by Country/Region, 2022–2031 (USD Million)
Table 29 Global Artificial Intelligence in Online Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 30 Global Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 31 Global Artificial Intelligence in Retail Market for Cloud-based Deployments, by Country/Region, 2022–2031 (USD Million)
Table 32 Global Artificial Intelligence in Retail Market for On-premise Deployments, by Country/Region, 2022–2031 (USD Million)
Table 33 Global Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million
Table 34 Global Artificial Intelligence in Retail Market for Food & Groceries, by Country/Region, 2022–2031 (USD Million)
Table 35 Global Artificial Intelligence in Retail Market for Health & Wellness, by Country/Region, 2022–2031 (USD Million)
Table 36 Global Artificial Intelligence in Retail Market for Automotive, by Country/Region, 2022–2031 (USD Million)
Table 37 Global Artificial Intelligence in Retail Market for Fashion & Clothing, by Country/Region, 2022–2031 (USD Million)
Table 38 Global Artificial Intelligence in Retail Market for Electronics & White Goods, by Country/Region, 2022–2031 (USD Million)
Table 39 Global Artificial Intelligence in Retail Market for General Utility Products, by Country/Region, 2022–2031 (USD Million)
Table 40 Global Artificial Intelligence in Retail Market for Cosmetics & Personal Care, by Country/Region, 2022–2031 (USD Million)
Table 41 Global Artificial Intelligence in Retail Market for Other End Users, by Country/Region, 2022–2031 (USD Million)
Table 42 Global Artificial Intelligence in Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 43 North America: Artificial Intelligence in Retail Market, by Country, 2022–2031 (USD Million)
Table 44 North America: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 45 North America: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 46 North America: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 47 North America: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 48 North America: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 49 North America: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 50 North America: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 51 U.S.: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 52 U.S.: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 53 U.S.: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 54 U.S.: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 55 U.S.: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 56 U.S.: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 57 U.S.: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 58 Canada: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 59 Canada: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 60 Canada: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 61 Canada: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 62 Canada: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 63 Canada: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 64 Canada: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 65 Europe: Artificial Intelligence in Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 66 Europe: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 67 Europe: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 68 Europe: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 69 Europe: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 70 Europe: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 71 Europe: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 72 Europe: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 73 Germany: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 74 Germany: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 75 Germany: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 76 Germany: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 77 Germany: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 78 Germany: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 79 Germany: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 80 U.K.: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 81 U.K.: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 82 U.K.: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 83 U.K.: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 84 U.K.: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 85 U.K.: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 86 U.K.: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 87 France: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 88 France: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 89 France: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 90 France: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 91 France: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 92 France: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 93 France: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 94 Italy: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 95 Italy: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 96 Italy: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 97 Italy: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 98 Italy: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 99 Italy: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 100 Italy: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 101 Spain: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 102 Spain: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 103 Spain: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 104 Spain: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 105 Spain: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 106 Spain: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 107 Spain: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 108 Switzerland: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 109 Switzerland: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 110 Switzerland: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 111 Switzerland: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 112 Switzerland: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 113 Switzerland: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 114 Switzerland: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 115 Netherlands: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 116 Netherlands: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 117 Netherlands: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 118 Netherlands: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 119 Netherlands: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 120 Netherlands: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 121 Netherlands: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 122 Rest of Europe: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 123 Rest of Europe: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 124 Rest of Europe: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 125 Rest of Europe: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 126 Rest of Europe: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 127 Rest of Europe: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 128 Rest of Europe: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 129 Asia-Pacific: Artificial Intelligence in Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 130 Asia-Pacific: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 131 Asia-Pacific: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 132 Asia-Pacific: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 133 Asia-Pacific: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 134 Asia-Pacific: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 135 Asia-Pacific: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 136 Asia-Pacific: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 137 China: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 138 China: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 139 China: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 140 China: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 141 China: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 142 China: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 143 China: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 144 Japan: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 145 Japan: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 146 Japan: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 147 Japan: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 148 Japan: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 149 Japan: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 150 Japan: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 151 India: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 152 India: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 153 India: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 154 India: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 155 India: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 156 India: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 157 India: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 158 South Korea: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 159 South Korea: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 160 South Korea: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 161 South Korea: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 162 South Korea: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 163 South Korea: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 164 South Korea: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 165 Singapore: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 166 Singapore: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 167 Singapore: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 168 Singapore: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 169 Singapore: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 170 Singapore: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 171 Singapore: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 172 Malaysia: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 173 Malaysia: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 174 Malaysia: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 175 Malaysia: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 176 Malaysia: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 177 Malaysia: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 178 Malaysia: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 179 Rest of Asia-Pacific: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 180 Rest of Asia-Pacific: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 181 Rest of Asia-Pacific: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 182 Rest of Asia-Pacific: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 183 Rest of Asia-Pacific: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 184 Rest of Asia-Pacific: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 185 Rest of Asia-Pacific: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 186 Latin America: Artificial Intelligence in Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 187 Latin America: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 188 Latin America: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 189 Latin America: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 190 Latin America: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 191 Latin America: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 192 Latin America: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 193 Latin America: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 194 Brazil: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 195 Brazil: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 196 Brazil: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 197 Brazil: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 198 Brazil: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 199 Brazil: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 200 Brazil: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 201 Mexico: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 202 Mexico: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 203 Mexico: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 204 Mexico: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 205 Mexico: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 206 Mexico: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 207 Mexico: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 208 Rest of Latin America: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 209 Rest of Latin America: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 210 Rest of Latin America: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 211 Rest of Latin America: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 212 Rest of Latin America: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 213 Rest of Latin America: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 214 Rest of Latin America: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 215 Middle East & Africa: Artificial Intelligence in Retail Market, by Country/Region, 2022–2031 (USD Million)
Table 216 Middle East & Africa: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 217 Middle East & Africa: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 218 Middle East & Africa: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 219 Middle East & Africa: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 220 Middle East & Africa: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 221 Middle East & Africa: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 222 Middle East & Africa: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 223 UAE: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 224 UAE: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 225 UAE: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 226 UAE: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 227 UAE: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 228 UAE: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 229 UAE: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 230 Israel: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 231 Israel: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 232 Israel: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 233 Israel: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 234 Israel: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 235 Israel: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 236 Israel: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 237 Rest of Middle East & Africa: Artificial Intelligence in Retail Market, by Offering, 2022–2031 (USD Million)
Table 238 Rest of Middle East & Africa: Artificial Intelligence Retail Solutions Market, by Type, 2022–2031 (USD Million)
Table 239 Rest of Middle East & Africa: Artificial Intelligence Retail Services Market, by Type, 2022–2031 (USD Million)
Table 240 Rest of Middle East & Africa: Artificial Intelligence in Retail Market, by Type, 2022–2031 (USD Million)
Table 241 Rest of Middle East & Africa: Artificial Intelligence in Offline Retail Market, by Type, 2022–2031 (USD Million)
Table 242 Rest of Middle East & Africa: Artificial Intelligence in Retail Market, by Deployment Mode, 2022–2031 (USD Million)
Table 243 Rest of Middle East & Africa: Artificial Intelligence in Retail Market, by End User, 2022–2031 (USD Million)
Table 244 Recent Developments by the Major Market Players (2021–2024)
List of Figures
Figure 1 Research Process
Figure 2 Secondary Sources Referenced for this Study
Figure 3 Primary Research Techniques
Figure 4 Key Executives Interviewed
Figure 5 Breakdown of Primary Interviews (Supply Side & Demand Side)
Figure 6 Market Sizing and Growth Forecast Approach
Figure 7 Key Insights
Figure 8 Global Artificial Intelligence in Retail Market, by Offering, 2024 Vs. 2031 (USD Million)
Figure 9 Global Artificial Intelligence in Retail Market, by Technology, 2024 Vs. 2031 (USD Million)
Figure 10 Global Artificial Intelligence in Retail Market, by Type, 2024 Vs. 2031 (USD Million)
Figure 11 Global Artificial Intelligence in Retail Market, by Deployment Mode, 2024 Vs. 2031 (USD Million)
Figure 12 Global Artificial Intelligence in Retail Market, by End User, 2024 Vs. 2031 (USD Million)
Figure 13 Geographic Snapshot: Artificial Intelligence in Retail Market
Figure 14 Impact Analysis of Market Drivers, Restraints, Opportunities, and Challenges
Figure 15 Global Artificial Intelligence in Retail Market, by Offering, 2024 Vs. 2031 (USD Million)
Figure 16 Global Artificial Intelligence in Retail Market, by Technology, 2024 Vs. 2031 (USD Million)
Figure 17 Global Artificial Intelligence in Retail Market, by Type, 2024 Vs. 2031 (USD Million)
Figure 18 Global Artificial Intelligence in Retail Market, by Deployment Mode, 2024 Vs. 2031 (USD Million)
Figure 19 Global Artificial Intelligence in Retail Market, by End User, 2024 Vs. 2031 (USD Million)
Figure 20 Global Artificial Intelligence in Retail Market, by Geography, 2024 Vs. 2031 (USD Million)
Figure 21 Geographic Snapshot: North America Artificial Intelligence in Retail Market
Figure 22 Geographic Snapshot: Europe Artificial Intelligence in Retail Market
Figure 23 Geographic Snapshot: Asia-Pacific Artificial Intelligence in Retail Market
Figure 24 Geographic Snapshot: Latin America Artificial Intelligence in Retail Market
Figure 25 Geographic Snapshot: Middle East & Africa Artificial Intelligence in Retail Market
Figure 26 Growth Strategies Adopted by Leading Market Players (2021–2024)
Figure 27 Competitive Dashboard: Artificial Intelligence in Retail Market
Figure 28 Vendor Market Positioning Analysis (2021–2024)
Figure 29 Amazon.com, Inc.: Financial Overview
Figure 30 Google LLC: Financial Overview
Figure 31 IBM Corporation: Financial Overview
Figure 32 Intel Corporation: Financial Overview
Figure 33 Microsoft Corporation: Financial Overview
Figure 34 Nvidia Corporation: Financial Overview
Figure 35 Oracle Corporation: Financial Overview
Figure 36 SAP SE: Financial Overview
Figure 37 Salesforce.com, Inc.: Financial Overview
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