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AI in E-commerce Market
AI in E-commerce Market by Technology (ML, NLP, Computer Vision), Business Model, Deployment Mode, Product Offering (Beauty & Fashion, Pharmaceutical, Electronic), End User (B2B, B2C), and Geography - Global Forecast to 2031
Report ID:MRICT - 1041084 Pages: 250 Aug-2024 Formats*: PDF Category: Information and Communications Technology Delivery: 24 to 72 HoursThe AI in E-commerce Market is projected to reach $11.1 billion by 2031, at a CAGR of 17.8% from 2024 to 2031.
AI in E-commerce Market Size & Forecast
The growth of the AI in e-commerce market is attributed to the increasing need for customer retention in the e-commerce industry, growing usage of social media and social commerce, rising penetration of the internet and smartphones, and increasing need to improve and automate inventory management systems. However, the high initial investment restrains the market’s growth.
Moreover, the increasing penetration of voice recognition technology offers significant opportunities for the growth of the global AI in e-commerce market. However, data privacy concerns and a lack of skilled labor pose a challenge to the market's growth.
Increasing Penetration of Speech & Voice Recognition Technology Offer Growth of the Global AI in E-commerce Market
Speech & Voice recognition technology is increasingly being used in various sectors such as BFSI, e-commerce, healthcare, and education sectors. AI and ML-enabled speech recognition technology convert spoken language into text. The technology uses machine learning and natural language processing (NLP) to process audio data and convert it into words that can be used in businesses. Integration of AI-powered voice recognition tools offers opportunities for the e-commerce industry to further improve customer experience.
The increasing adoption of AI-enabled voice recognition technology in the e-commerce industry helps to enhance user experience by enabling hands-free interactions, improving accessibility, and facilitating efficient voice search for products. The technology is also integrated into virtual assistants that provide personalized recommendations based on user preferences. It helps consumers to easily search for products, place orders, and navigate online stores. Additionally, advancements in natural language processing and machine learning contribute to improved accuracy and responsiveness, further encouraging businesses to integrate voice recognition into their e-commerce platforms.
Several organizations are focused on offering AI-enabled speed & voice recognition technology for e-commerce platforms. For instance, in February 2023, Slang Labs (India) launched CONVA to provide smart and highly accurate multilingual voice search capabilities for e-commerce mobile and web apps. Also, in January 2022 , Flipkart Private Limited (India) launched the Voice Search feature on its e-commerce platform by providing voice commands in Hindi and English. Such developments support the adoption of AI-enabled voice & speech recognition technology in e-commerce industry and further offer growth opportunities for AI in e-commerce market.
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Key Findings in the Global AI in E-commerce Market Study:
In 2024, the Machine Learning (ML) Segment is Expected to Dominate the Global AI in E-commerce Market
Based on technology, the global AI in e-commerce market is segmented into machine learning (ML), natural language processing (NLP), computer vision, deep learning, and other technologies. In 2024, the machine learning (ML) segment is expected to account for the largest share of the global AI in e-commerce market. The large market share of this segment is attributed to the increasing use of machine learning technology in customer experience management, customer behavior tracking, and predictive merchandising to engage customers and increase productivity.
The Vertical E-commerce Segment to Register the Highest CAGR During the Forecast Period
Based on business model, the vertical e-commerce segment is projected to register the highest CAGR during the forecast period. The growth of this segment can be attributed to the increasing demand for specialized products and tailored shopping experiences within a specific product category or industry. The vertical E-commerce model allows businesses to focus on a specific niche to differentiate themselves from larger, more generalized e-commerce platforms and establish a strong brand identity.
In 2024, the On-premise Deployment Segment is Expected to Dominate the Global AI in E-commerce Market
Based on deployment mode, the global AI in e-commerce market is segmented into on-premise deployment and cloud-based deployment. In 2024, the on-premise deployment segment is expected to account for the larger share of the global AI in e-commerce market. The large market share of this segment is attributed to the high preference for on-premise deployments among large enterprises and security issues associated with cloud deployments.
The Electronic Products Segment to Register the Highest CAGR During the Forecast Period
Based on product offering, the electronic products segment is projected to register the highest CAGR during the forecast period. The growth of this segment is attributed to the high demand for electronic devices, including smartphones, and the incorporation of advanced technologies, including chatbots, face recognition payments, and image/voice search technologies, to enhance customer engagement in online shopping platforms.
In 2024, the B2B Segment is Expected to Dominate the Global AI in E-commerce Market
Based on end user, the global AI in e-commerce market is segmented into B2B and B2C. In 2024, the B2B segment is expected to account for the larger share of the global AI in e-commerce market. The large market share of this segment is attributed to the increasing need for B2B transaction security, the increasing focus of organizations to boost their brand name, and the increasing adoption of AI for pricing optimization, inventory management, improved efficiency, and increased profitability.
Asia-Pacific is Expected to Register the Highest CAGR During the Forecast Period
Based on geography, Asia-Pacific is projected to register the highest CAGR during the forecast period. The growth of this region is attributed to the large consumer groups, growing penetration of smartphones and the internet, rising disposable income, and technological advancement in various countries such as South Korea and Japan.
AI in E-commerce Market: Key Players
The report includes a competitive landscape based on an extensive assessment of the key growth strategies adopted by major market players in the last three to four years. The key players profiled in the global AI in e-commerce market study are Amazon Web Services, Inc. (U.S.), Google LLC (U.S.), IBM Corporation (U.S.), Alibaba Cloud (China), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Shelf.AI (Portugal), Appier Inc. (Japan), NVIDIA Corporation (U.S.), Granify, Inc. (Canada), Oracle Corporation (U.S.), Manthan Software Services Pvt. Ltd. (U.S.), SAP SE (Germany), LivePerson, Inc. (U.S.), and Twiggle Ltd. (Israel).
AI in E-commerce Market Report Summary:
|
Particular |
Details |
|
Number of Pages |
250 |
|
Format |
|
|
Forecast Period |
2024-2031 |
|
Base Year |
2023 |
|
CAGR |
17.8% |
|
Estimated Market Size (Value) |
$11.1 billion by 2031 |
|
Segments Covered |
By Technology
By Business Model
By Deployment Mode
By Product Offering
By End User
|
|
Countries Covered |
North America (U.S., Canada), Europe (Germany, France, U.K., Italy, Spain, Rest of Europe), Asia-Pacific (China, Japan, India, South Korea, and Rest of Asia-Pacific), Latin America, and the Middle East & Africa. |
|
Key Companies |
Amazon Web Services, Inc. (U.S.), Google LLC (U.S.), IBM Corporation (U.S.), Alibaba Cloud (China), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Shelf.AI (Portugal), Appier Inc. (Japan), NVIDIA Corporation (U.S.), Granify, Inc. (Canada), Oracle Corporation (U.S.), Manthan Software Services Pvt. Ltd. (U.S.), SAP SE (Germany), LivePerson, Inc. (U.S.), and Twiggle Ltd. (Israel). |
Key questions answered in the report:
The global AI in e-commerce market is projected to reach $11.1 billion by 2031, at a CAGR of 17.8% during the forecast period.
The growth of the AI in e-commerce market is attributed to the increasing need for customer retention in e-commerce industry, growing usage of social media and social commerce, rising penetration of the internet and smartphones, and increasing need to improve and automate inventory management systems. Moreover, the increasing penetration of voice recognition technology offers significant opportunities for the growth of the global AI in e-commerce market.
The key players operating in the global AI in e-commerce market are Amazon Web Services, Inc. (U.S.), Google LLC (U.S.), IBM Corporation (U.S.), Alibaba Cloud (China), Intel Corporation (U.S.), Microsoft Corporation (U.S.), Shelf.AI (Portugal), Appier Inc. (Japan), NVIDIA Corporation (U.S.), Granify, Inc. (Canada), Oracle Corporation (U.S.), Manthan Software Services Pvt. Ltd. (U.S.), SAP SE (Germany), LivePerson, Inc. (U.S.), and Twiggle Ltd. (Israel).
Currently, Asia-Pacific dominates the global AI in e-commerce market. Moreover, this region is also projected to register the highest CAGR during the forecast period.
1. Introduction
1.1. Market Definition & Scope
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 & Validation
2.2.1. Secondary Research
2.2.2. Primary Research/Interviews with Key Opinion Leaders from the Industry
2.3. Market Sizing and Forecast
2.3.1. Market Size Estimation Approach
2.3.2. Growth Forecast Approach
2.4. Assumptions for the Study
3. Executive Summary
4. Market Insights
4.1. Overview
4.2. Factors Affecting Market Growth
4.2.1. Drivers
4.2.1.1. Increasing Need for Customer Retention in E-commerce Industry
4.2.1.2. Growing Usage of Social Media and Social Commerce
4.2.1.3. Rising Penetration of the Internet and Smartphones
4.2.1.4. Increasing Need to Improve and Automate Inventory Management System
4.2.2. Restraints
4.2.2.1. High Initial Investment
4.2.3. Opportunities
4.2.3.1. Increasing Penetration of Voice Recognition Technology
4.2.4. Challenges
4.2.4.1. Data Privacy Concerns
4.2.4.2. Lack of Skilled Labour
4.3. Market Trends
4.4. Case Studies
4.5. Vendor Selection Criteria/Factors Affecting Buying Decision
5. AI in E-commerce Market Assessment—by Technology
5.1. Overview
5.2. Machine Learning (ML)
5.2.1. Product Recommendations
5.2.2. Predictive Analytics
5.2.3. Fraud Detection
5.2.4. Customer Service
5.2.5. Other Machine Learning (ML) Applications
5.3. Natural Language Processing (NLP)
5.3.1. Chatbots
5.3.2. Search and Recommendations
5.3.3. Voice Assistants
5.3.4. Other Natural Language Processing (NLP) Applications
5.4. Computer Vision
5.4.1. Visual Search
5.4.2. Product Categorization
5.4.3. Facial recognition
5.4.4. Quality control
5.4.5. Security
5.4.6. Other Computer Vision Applications
5.5. Deep Learning
5.5.1. Supply Chain Optimization
5.5.2. Fraud Detection
5.5.3. Dynamic Pricing
5.5.4. Personalized Product Recommendations
5.5.5. Other Deep Learning Applications
5.6. Other Technologies
6. AI in E-commerce Market Assessment—by Business Model
6.1. Overview
6.2. Horizontal E-commerce
6.3. Vertical E-commerce
7. AI in E-commerce Market Assessment—by Deployment Mode
7.1. Overview
7.2. On-premise Deployment
7.3. Cloud-based Deployment
8. AI in E-commerce Market Assessment—by Product Offering
8.1. Overview
8.2. Beauty & Fashion Products
8.3. Travel & Tourism Products
8.4. Electronic Products
8.5. Household Products
8.6. Pharmaceutical Products
8.7. Food & Beverage Products
8.8. Sports / Fitness Products
8.9. Automotive Products
8.10. Other Products
9. AI in E-commerce Market Assessment—by End User
9.1. Overview
9.2. B2B
9.3. B2C
10. AI in E-commerce Market Assessment—by Geography
10.1. Overview
10.2. North America
10.2.1. U.S.
10.2.2. Canada
10.3. Europe
10.3.1. Germany
10.3.2. U.K.
10.3.3. France
10.3.4. Italy
10.3.5. Spain
10.3.6. Rest of Europe
10.4. Asia-Pacific
10.4.1. Japan
10.4.2. China
10.4.3. India
10.4.4. South Korea
10.4.5. Rest of Asia-Pacific
10.5. Latin America
10.6. Middle East & Africa
11. Competition Analysis
11.1. Overview
11.2. Key Growth Strategies
11.3. Competitive Benchmarking
11.4. Competitive Dashboard
11.4.1. Industry Leaders
11.4.2. Market Differentiators
11.4.3. Vanguards
11.4.4. Emerging Companies
11.5. Market Share Analysis
12. Company Profiles (Company Overview, Financial Overview, Product Portfolio, and Strategic Developments)
12.1. Amazon Web Services, Inc.
12.2. Google LLC
12.3. IBM Corporation
12.4. Alibaba Cloud
12.5. Intel Corporation
12.6. Microsoft Corporation
12.7. Shelf.AI
12.8. Appier Inc.
12.9. NVIDIA Corporation
12.10. Granify, Inc.
12.11. Oracle Corporation
12.12. Manthan Software Services Pvt. Ltd.
12.13. SAP SE
12.14. LivePerson, Inc.
12.15. Twiggle Ltd.
(Note: SWOT Analysis of Top 5 Companies Will Be Provided)
13. Appendix
13.1. Available Customization
13.2. Related Reports
List of Tables
Table 1 Global AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 2 Global AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 3 Global AI in E-commerce Market for Machine Learning (ML), by Country/Region, 2022–2031 (USD Million)
Table 4 Global AI in E-commerce Market for Product Recommendations, by Country/Region, 2022–2031 (USD Million)
Table 5 Global AI in E-commerce Market for Predictive Analytics, by Country/Region, 2022–2031 (USD Million)
Table 6 Global AI in E-commerce Market for Fraud Detection, by Country/Region, 2022–2031 (USD Million)
Table 7 Global AI in E-commerce Market for Customer Service, by Country/Region, 2022–2031 (USD Million)
Table 8 Global AI in E-commerce Market for Other Machine Learning (ML) Applications, by Country/Region, 2022–2031 (USD Million)
Table 9 Global AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 10 Global AI in E-commerce Market for Natural Language Processing (NLP), by Country/Region, 2022–2031 (USD Million)
Table 11 Global AI in E-commerce Market for Chatbots, by Country/Region, 2022–2031 (USD Million)
Table 12 Global AI in E-commerce Market for Search and Recommendations, by Country/Region, 2022–2031 (USD Million)
Table 13 Global AI in E-commerce Market for Voice Assistants, by Country/Region, 2022–2031 (USD Million)
Table 14 Global AI in E-commerce Market for Other Natural Language Processing (NLP) Applications, by Country/Region, 2022–2031 (USD Million)
Table 15 Global AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 16 Global AI in E-commerce Market for Computer Vision, by Country/Region, 2022–2031 (USD Million)
Table 17 Global AI in E-commerce Market for Visual Search, by Country/Region, 2022–2031 (USD Million)
Table 18 Global AI in E-commerce Market for Product Categorization, by Country/Region, 2022–2031 (USD Million)
Table 19 Global AI in E-commerce Market for Facial Recognition, by Country/Region, 2022–2031 (USD Million)
Table 20 Global AI in E-commerce Market for Quality Control, by Country/Region, 2022–2031 (USD Million)
Table 21 Global AI in E-commerce Market for Security, by Country/Region, 2022–2031 (USD Million)
Table 22 Global AI in E-commerce Market for Other Computer Vision Applications, by Country/Region, 2022–2031 (USD Million)
Table 23 Global AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 24 Global AI in E-commerce Market for Deep Learning, by Country/Region, 2022–2031 (USD Million)
Table 25 Global AI in E-commerce Market for Supply Chain Optimization, by Country/Region, 2022–2031 (USD Million)
Table 26 Global AI in E-commerce Market for Fraud Detection, by Country/Region, 2022–2031 (USD Million)
Table 27 Global AI in E-commerce Market for Dynamic Pricing, by Country/Region, 2022–2031 (USD Million)
Table 28 Global AI in E-commerce Market for Personalized Product Recommendations, by Country/Region, 2022–2031 (USD Million)
Table 29 Global AI in E-commerce Market for Other Deep Learning Applications, by Country/Region, 2022–2031 (USD Million)
Table 30 Global AI in E-commerce Market for Other Technologies, by Country/Region, 2022–2031 (USD Million)
Table 31 Global AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 32 Global AI in Horizontal E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 33 Global AI in Vertical E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 34 Global AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 35 Global AI in E-commerce Market for On-premise Deployment, by Country/Region, 2022–2031 (USD Million)
Table 36 Global AI in E-commerce Market for Cloud-based Deployment, by Country/Region, 2022–2031 (USD Million)
Table 37 Global AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 38 Global AI in E-commerce Market for Beauty & Fashion Products, by Country/Region, 2022–2031 (USD Million)
Table 39 Global AI in E-commerce Market for Travel & Tourism Products, by Country/Region, 2022–2031 (USD Million)
Table 40 Global AI in E-commerce Market for Electronic Products, by Country/Region, 2022–2031 (USD Million)
Table 41 Global AI in E-commerce Market for Household Products, by Country/Region, 2022–2031 (USD Million)
Table 42 Global AI in E-commerce Market for Pharmaceutical Products, by Country/Region, 2022–2031 (USD Million)
Table 43 Global AI in E-commerce Market for Food & Beverage Products, by Country/Region, 2022–2031 (USD Million)
Table 44 Global AI in E-commerce Market for Sports / Fitness Products, by Country/Region, 2022–2031 (USD Million)
Table 45 Global AI in E-commerce Market for Automotive Products, by Country/Region, 2022–2031 (USD Million)
Table 46 Global AI in E-commerce Market for Other Products, by Country/Region, 2022–2031 (USD Million)
Table 47 Global AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 48 Global AI in B2B E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 49 Global AI in B2C E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 50 Global: AI in E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 51 North America: AI in E-commerce Market, by Country, 2022–2031 (USD Million)
Table 52 North America: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 53 North America: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 54 North America: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 55 North America: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 56 North America: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 57 North America: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 58 North America: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 59 North America: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 60 North America: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 61 U.S.: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 62 U.S.: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 63 U.S.: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 64 U.S.: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 65 U.S.: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 66 U.S.: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 67 U.S.: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 68 U.S.: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 69 U.S.: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 70 Canada: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 71 Canada: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 72 Canada: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 73 Canada: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 74 Canada: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 75 Canada: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 76 Canada: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 77 Canada: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 78 Canada: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 79 Europe: AI in E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 80 Europe: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 81 Europe: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 82 Europe: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 83 Europe: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 84 Europe: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 85 Europe: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 86 Europe: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 87 Europe: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 88 Europe: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 89 Germany: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 90 Germany: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 91 Germany: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 92 Germany: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 93 Germany: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 94 Germany: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 95 Germany: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 96 Germany: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 97 Germany: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 98 U.K.: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 99 U.K.: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 100 U.K.: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 101 U.K.: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 102 U.K.: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 103 U.K.: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 104 U.K.: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 105 U.K.: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 106 U.K.: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 107 France: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 108 France: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 109 France: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 110 France: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 111 France: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 112 France: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 113 France: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 114 France: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 115 France: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 116 Italy: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 117 Italy: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 118 Italy: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 119 Italy: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 120 Italy: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 121 Italy: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 122 Italy: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 123 Italy: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 124 Italy: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 125 Spain: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 126 Spain: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 127 Spain: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 128 Spain: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 129 Spain: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 130 Spain: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 131 Spain: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 132 Spain: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 133 Spain: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 134 Rest of Europe: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 135 Rest of Europe: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 136 Rest of Europe: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 137 Rest of Europe: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 138 Rest of Europe: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 139 Rest of Europe: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 140 Rest of Europe: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 141 Rest of Europe: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 142 Rest of Europe: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 143 Asia-Pacific: AI in E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Table 144 Asia-Pacific: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 145 Asia-Pacific: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 146 Asia-Pacific: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 147 Asia-Pacific: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 148 Asia-Pacific: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 149 Asia-Pacific: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 150 Asia-Pacific: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 151 Asia-Pacific: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 152 Asia-Pacific: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 153 Japan: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 154 Japan: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 155 Japan: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 156 Japan: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 157 Japan: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 158 Japan: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 159 Japan: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 160 Japan: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 161 Japan: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 162 China: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 163 China: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 164 China: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 165 China: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 166 China: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 167 China: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 168 China: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 169 China: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 170 China: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 171 India: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 172 India: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 173 India: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 174 India: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 175 India: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 176 India: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 177 India: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 178 India: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 179 India: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 180 South Korea: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 181 South Korea: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 182 South Korea: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 183 South Korea: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 184 South Korea: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 185 South Korea: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 186 South Korea: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 187 South Korea: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 188 South Korea: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 189 Rest of Asia-Pacific: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 190 Rest of Asia-Pacific: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 191 Rest of Asia-Pacific: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 192 Rest of Asia-Pacific: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 193 Rest of Asia-Pacific: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 194 Rest of Asia-Pacific: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 195 Rest of Asia-Pacific: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 196 Rest of Asia-Pacific: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 197 Rest of Asia-Pacific: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 198 Latin America: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 199 Latin America: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 200 Latin America: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 201 Latin America: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 202 Latin America: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 203 Latin America: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 204 Latin America: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 205 Latin America: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 206 Latin America: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 207 Middle East & Africa: AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Table 208 Middle East & Africa: AI in E-commerce Market for Machine Learning (ML), by Type, 2022–2031 (USD Million)
Table 209 Middle East & Africa: AI in E-commerce Market for Natural Language Processing (NLP), by Type, 2022–2031 (USD Million)
Table 210 Middle East & Africa: AI in E-commerce Market for Computer Vision, by Type, 2022–2031 (USD Million)
Table 211 Middle East & Africa: AI in E-commerce Market for Deep Learning, by Type, 2022–2031 (USD Million)
Table 212 Middle East & Africa: AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Table 213 Middle East & Africa: AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Table 214 Middle East & Africa: AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Table 215 Middle East & Africa: AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Table 216 Recent Developments, by Company, 2021–2024
List of Figures
Figure 1 Market Ecosystem
Figure 2 Key Stakeholders
Figure 3 Research Process
Figure 4 Key Secondary Sources
Figure 5 Primary Research Techniques
Figure 6 Key Executives Interviewed
Figure 7 Breakdown of Primary Interviews (Supply-side & Demand-side)
Figure 8 Market Sizing and Growth Forecast Approach
Figure 9 Key Insights
Figure 10 Global AI in E-commerce Market, by Technology, 2022–2031 (USD Million)
Figure 11 Global AI in E-commerce Market, by Business Model, 2022–2031 (USD Million)
Figure 12 Global AI in E-commerce Market, by Deployment Mode, 2022–2031 (USD Million)
Figure 13 Global AI in E-commerce Market, by Product Offering, 2022–2031 (USD Million)
Figure 14 Global AI in E-commerce Market, by End User, 2022–2031 (USD Million)
Figure 15 Global AI in E-commerce Market, by Country/Region, 2022–2031 (USD Million)
Figure 16 Impact Analysis: Global AI in E-commerce Market
Figure 17 Global AI in E-commerce Market, by Technology, 2024 Vs. 2031 (USD Million)
Figure 18 Global AI in E-commerce Market, by Business Model, 2024 Vs. 2031 (USD Million)
Figure 19 Global AI in E-commerce Market, by Deployment Mode, 2024 Vs. 2031 (USD Million)
Figure 20 Global AI in E-commerce Market, by Product Offering, 2024 Vs. 2031 (USD Million)
Figure 21 Global AI in E-commerce Market, by End User, 2024 Vs. 2031 (USD Million)
Figure 22 Global AI in E-commerce Market, by Country/Region, 2024 Vs. 2031 (USD Million)
Figure 23 North America: AI in E-commerce Market Snapshot
Figure 24 Europe: AI in E-commerce Market Snapshot
Figure 25 Asia-Pacific: AI in E-commerce Market Snapshot
Figure 26 Growth Strategies Adopted by Leading Market Players (2021–2024)
Figure 27 Vendor Market Positioning Analysis (2022–2024)
Figure 28 Competitive Dashboard: Global AI in E-commerce Market
Figure 29 Amazon Web Services, Inc.: Financial Overview (2022)
Figure 30 Google LLC: Financial Overview (2022)
Figure 31 IBM Corporation: Financial Overview (2022)
Figure 32 Alibaba Cloud: Financial Overview (2022)
Figure 33 Intel Corporation: Financial Overview (2022)
Figure 34 Microsoft Corporation: Financial Overview (2022)
Figure 35 NVIDIA Corporation: Financial Overview (2022)
Figure 36 Oracle Corporation: Financial Overview (2022)
Figure 37 SAP SE: Financial Overview (2022)
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