Global AI-Based Recommendation System Production, Demand and Key Producers, 2022-2028
An artificial intelligence recommendation system (or recommendation engine) is a class of machine learning algorithms used by developers to predict the users' choices and offer relevant suggestions to users.
This report studies the global AI-Based Recommendation System demand, key companies, and key regions.
This report is a detailed and comprehensive analysis of the world market for AI-Based Recommendation System, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2021 as the base year. This report explores demand trends and competition, as well as details the characteristics of AI-Based Recommendation System that contribute to its increasing demand across many markets.
The global AI-Based Recommendation System market size is expected to reach $ million by 2028, rising at a market growth of % CAGR during the forecast period (2022-2028).
Highlights and key features of the study
Global AI-Based Recommendation System total market, 2017-2028, (USD Million)
Global AI-Based Recommendation System total market by region & country, CAGR, 2017-2028, (USD Million)
U.S. VS China: AI-Based Recommendation System total market, key domestic companies and share, (USD Million)
Global AI-Based Recommendation System revenue by player and market share 2017-2022, (USD Million)
Global AI-Based Recommendation System total market by Type, CAGR, 2017-2028, (USD Million)
Global AI-Based Recommendation System total market by Application, CAGR, 2017-2028, (USD Million)
This reports profiles major players in the global AI-Based Recommendation System market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include IBM, Google, SAP, Microsoft, Salesforce, Intel, HPE, Oracle and Sentient Technologies, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World AI-Based Recommendation System market
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2017-2028 by year with 2021 as the base year, 2022 as the estimate year, and 2028 as the forecast year.
Global AI-Based Recommendation System Market, By Region:
1. How big is the global AI-Based Recommendation System market?
2. What is the demand of the global AI-Based Recommendation System market?
3. What is the year over year growth of the global AI-Based Recommendation System market?
4. What is the total value of the global AI-Based Recommendation System market?
5. Who are the major players in the global AI-Based Recommendation System market?
6. What are the growth factors driving the market demand?
This report studies the global AI-Based Recommendation System demand, key companies, and key regions.
This report is a detailed and comprehensive analysis of the world market for AI-Based Recommendation System, and provides market size (US$ million) and Year-over-Year (YoY) growth, considering 2021 as the base year. This report explores demand trends and competition, as well as details the characteristics of AI-Based Recommendation System that contribute to its increasing demand across many markets.
The global AI-Based Recommendation System market size is expected to reach $ million by 2028, rising at a market growth of % CAGR during the forecast period (2022-2028).
Highlights and key features of the study
Global AI-Based Recommendation System total market, 2017-2028, (USD Million)
Global AI-Based Recommendation System total market by region & country, CAGR, 2017-2028, (USD Million)
U.S. VS China: AI-Based Recommendation System total market, key domestic companies and share, (USD Million)
Global AI-Based Recommendation System revenue by player and market share 2017-2022, (USD Million)
Global AI-Based Recommendation System total market by Type, CAGR, 2017-2028, (USD Million)
Global AI-Based Recommendation System total market by Application, CAGR, 2017-2028, (USD Million)
This reports profiles major players in the global AI-Based Recommendation System market based on the following parameters – company overview, revenue, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include IBM, Google, SAP, Microsoft, Salesforce, Intel, HPE, Oracle and Sentient Technologies, etc.
This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.
Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World AI-Based Recommendation System market
Detailed Segmentation:
Each section contains quantitative market data including market by value (US$ Millions), by player, by regions, by Type, and by Application. Data is given for the years 2017-2028 by year with 2021 as the base year, 2022 as the estimate year, and 2028 as the forecast year.
Global AI-Based Recommendation System Market, By Region:
- United States
- China
- Europe
- Japan
- South Korea
- ASEAN
- India
- Rest of World
- Collaborative Filtering
- Content Based Filtering
- Hybrid Recommendation
- BFSI
- Healthcare
- IT & Telecom
- Retail
- IBM
- SAP
- Microsoft
- Salesforce
- Intel
- HPE
- Oracle
- Sentient Technologies
- AWS
1. How big is the global AI-Based Recommendation System market?
2. What is the demand of the global AI-Based Recommendation System market?
3. What is the year over year growth of the global AI-Based Recommendation System market?
4. What is the total value of the global AI-Based Recommendation System market?
5. Who are the major players in the global AI-Based Recommendation System market?
6. What are the growth factors driving the market demand?
1 SUPPLY SUMMARY
1.1 AI-Based Recommendation System Introduction
1.2 World AI-Based Recommendation System Market Size & Forecast (2017 & 2021 & 2028)
1.3 World AI-Based Recommendation System Total Market by Region
1.3.1 World AI-Based Recommendation System Market Size by Region (2017-2028)
1.3.2 United States AI-Based Recommendation System Market Size (2017-2028)
1.3.3 China AI-Based Recommendation System Market Size (2017-2028)
1.3.4 Europe AI-Based Recommendation System Market Size (2017-2028)
1.3.5 Japan AI-Based Recommendation System Market Size (2017-2028)
1.3.6 South Korea AI-Based Recommendation System Market Size (2017-2028)
1.3.7 ASEAN AI-Based Recommendation System Market Size (2017-2028)
1.3.8 India AI-Based Recommendation System Market Size (2017-2028)
1.4 Market Drivers, Restraints and Trends
1.4.1 AI-Based Recommendation System Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 AI-Based Recommendation System Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
1.5.1 Influence of COVID-19
1.5.2 Influence of Russia-Ukraine War
2 WORLD AI-BASED RECOMMENDATION SYSTEM COMPANIES COMPETITIVE ANALYSIS
2.1 World AI-Based Recommendation System Revenue by Player (2017-2022)
2.2 Industry Rank and Concentration Rate (CR)
2.2.1 Global AI-Based Recommendation System Industry Rank of Major Players
2.2.2 Global Concentration Ratios (CR4) for AI-Based Recommendation System in 2021
2.2.3 Global Concentration Ratios (CR8) for AI-Based Recommendation System in 2021
2.3 AI-Based Recommendation System Company Evaluation Quadrant
2.4 AI-Based Recommendation System Market: Overall Company Footprint Analysis
2.4.1 AI-Based Recommendation System Market: Region Footprint
2.4.2 AI-Based Recommendation System Market: Company Product Type Footprint
2.4.3 AI-Based Recommendation System Market: Company Product Application Footprint
2.5 Competitive Environment
2.5.1 Historical Structure of the Industry
2.5.2 Barriers of Market Entry
2.5.3 Factors of Competition
2.6 Mergers, Acquisitions Activity
3 UNITED STATES VS CHINA VS REST OF THE WORLD
3.1 United States VS China: AI-Based Recommendation System Market Comparison
3.1.1 United States VS China: AI-Based Recommendation System Market Size Comparison (2017 & 2021 & 2028)
3.1.2 United States VS China: AI-Based Recommendation System Market Size Market Share Comparison (2017 & 2021 & 2028)
3.2 United States AI-Based Recommendation System Major Players and Market Share, 2017-2022
3.2.1 Major Players of AI-Based Recommendation System in United States, Headquarters (States, Country)
3.2.2 United States AI-Based Recommendation System Revenue by Domestic Player, (2017-2022)
3.3 China AI-Based Recommendation System Major Players and Market Share, 2017-2022
3.3.1 Major Players of AI-Based Recommendation System in China, Headquarters (Province, Country)
3.3.2 China AI-Based Recommendation System Revenue by Domestic Player, (2017-2022)
3.4 Rest of World AI-Based Recommendation System Major Players and Market Share, 2017-2022
3.4.1 Major Players of AI-Based Recommendation System in Rest of World, Headquarters (State, Country)
3.4.2 Rest of World AI-Based Recommendation System Revenue by Domestic Player, (2017-2022)
4 MARKET ANALYSIS BY TYPE
4.1 World AI-Based Recommendation System Market Size Overview by Type: 2017 VS 2021 VS 2028
4.2 Segment Introduction by Type
4.2.1 Collaborative Filtering
4.2.2 Content Based Filtering
4.2.3 Hybrid Recommendation
4.3 Market Segment by Type
4.3.1 World AI-Based Recommendation System Market Size by Type (2017-2022)
4.3.2 World AI-Based Recommendation System Market Size by Type (2023-2028)
4.3.3 World AI-Based Recommendation System Market Size Market Share by Type (2017-2028)
5 MARKET ANALYSIS BY APPLICATION
5.1 World AI-Based Recommendation System Market Size Overview by Application: 2017 VS 2021 VS 2028
5.2 Segment Introduction by Application
5.2.1 BFSI
5.2.2 Healthcare
5.2.3 IT & Telecom
5.2.4 Retail
5.2.5 Retail
5.3 Market Segment by Application
5.3.1 World AI-Based Recommendation System Market Size by Application (2017-2022)
5.3.2 World AI-Based Recommendation System Market Size by Application (2023-2028)
5.3.3 World AI-Based Recommendation System Market Size by Application (2017-2028)
6 COMPANY PROFILES
6.1 IBM
6.1.1 IBM Details
6.1.2 IBM Major Business
6.1.3 IBM AI-Based Recommendation System Product and Services
6.1.4 IBM AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.1.5 IBM Recent Developments/Updates
6.1.6 IBM Competitive Strengths & Weaknesses
6.2 Google
6.2.1 Google Details
6.2.2 Google Major Business
6.2.3 Google AI-Based Recommendation System Product and Services
6.2.4 Google AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.2.5 Google Recent Developments/Updates
6.2.6 Google Competitive Strengths & Weaknesses
6.3 SAP
6.3.1 SAP Details
6.3.2 SAP Major Business
6.3.3 SAP AI-Based Recommendation System Product and Services
6.3.4 SAP AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.3.5 SAP Recent Developments/Updates
6.3.6 SAP Competitive Strengths & Weaknesses
6.4 Microsoft
6.4.1 Microsoft Details
6.4.2 Microsoft Major Business
6.4.3 Microsoft AI-Based Recommendation System Product and Services
6.4.4 Microsoft AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.4.5 Microsoft Recent Developments/Updates
6.4.6 Microsoft Competitive Strengths & Weaknesses
6.5 Salesforce
6.5.1 Salesforce Details
6.5.2 Salesforce Major Business
6.5.3 Salesforce AI-Based Recommendation System Product and Services
6.5.4 Salesforce AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.5.5 Salesforce Recent Developments/Updates
6.5.6 Salesforce Competitive Strengths & Weaknesses
6.6 Intel
6.6.1 Intel Details
6.6.2 Intel Major Business
6.6.3 Intel AI-Based Recommendation System Product and Services
6.6.4 Intel AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.6.5 Intel Recent Developments/Updates
6.6.6 Intel Competitive Strengths & Weaknesses
6.7 HPE
6.7.1 HPE Details
6.7.2 HPE Major Business
6.7.3 HPE AI-Based Recommendation System Product and Services
6.7.4 HPE AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.7.5 HPE Recent Developments/Updates
6.7.6 HPE Competitive Strengths & Weaknesses
6.8 Oracle
6.8.1 Oracle Details
6.8.2 Oracle Major Business
6.8.3 Oracle AI-Based Recommendation System Product and Services
6.8.4 Oracle AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.8.5 Oracle Recent Developments/Updates
6.8.6 Oracle Competitive Strengths & Weaknesses
6.9 Sentient Technologies
6.9.1 Sentient Technologies Details
6.9.2 Sentient Technologies Major Business
6.9.3 Sentient Technologies AI-Based Recommendation System Product and Services
6.9.4 Sentient Technologies AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.9.5 Sentient Technologies Recent Developments/Updates
6.9.6 Sentient Technologies Competitive Strengths & Weaknesses
6.10 AWS
6.10.1 AWS Details
6.10.2 AWS Major Business
6.10.3 AWS AI-Based Recommendation System Product and Services
6.10.4 AWS AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.10.5 AWS Recent Developments/Updates
6.10.6 AWS Competitive Strengths & Weaknesses
7 RAW MATERIAL AND INDUSTRY CHAIN
7.1 Raw Material of AI-Based Recommendation System and Key Manufacturers
7.2 AI-Based Recommendation System Manufacturing Costs
7.3 AI-Based Recommendation System Production Process
7.4 AI-Based Recommendation System Industrial Chain
8 DISTRIBUTION CHANNEL ANALYSIS
8.1 Distribution Channel Breakdown for AI-Based Recommendation System Shipments (%): 2017-2028
8.1.1 Direct Channel
8.1.2 Indirect Channel
8.2 AI-Based Recommendation System Typical Distributors
8.3 AI-Based Recommendation System Typical Customers
9 RESEARCH FINDINGS AND CONCLUSION
10 APPENDIX
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
1.1 AI-Based Recommendation System Introduction
1.2 World AI-Based Recommendation System Market Size & Forecast (2017 & 2021 & 2028)
1.3 World AI-Based Recommendation System Total Market by Region
1.3.1 World AI-Based Recommendation System Market Size by Region (2017-2028)
1.3.2 United States AI-Based Recommendation System Market Size (2017-2028)
1.3.3 China AI-Based Recommendation System Market Size (2017-2028)
1.3.4 Europe AI-Based Recommendation System Market Size (2017-2028)
1.3.5 Japan AI-Based Recommendation System Market Size (2017-2028)
1.3.6 South Korea AI-Based Recommendation System Market Size (2017-2028)
1.3.7 ASEAN AI-Based Recommendation System Market Size (2017-2028)
1.3.8 India AI-Based Recommendation System Market Size (2017-2028)
1.4 Market Drivers, Restraints and Trends
1.4.1 AI-Based Recommendation System Market Drivers
1.4.2 Factors Affecting Demand
1.4.3 AI-Based Recommendation System Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
1.5.1 Influence of COVID-19
1.5.2 Influence of Russia-Ukraine War
2 WORLD AI-BASED RECOMMENDATION SYSTEM COMPANIES COMPETITIVE ANALYSIS
2.1 World AI-Based Recommendation System Revenue by Player (2017-2022)
2.2 Industry Rank and Concentration Rate (CR)
2.2.1 Global AI-Based Recommendation System Industry Rank of Major Players
2.2.2 Global Concentration Ratios (CR4) for AI-Based Recommendation System in 2021
2.2.3 Global Concentration Ratios (CR8) for AI-Based Recommendation System in 2021
2.3 AI-Based Recommendation System Company Evaluation Quadrant
2.4 AI-Based Recommendation System Market: Overall Company Footprint Analysis
2.4.1 AI-Based Recommendation System Market: Region Footprint
2.4.2 AI-Based Recommendation System Market: Company Product Type Footprint
2.4.3 AI-Based Recommendation System Market: Company Product Application Footprint
2.5 Competitive Environment
2.5.1 Historical Structure of the Industry
2.5.2 Barriers of Market Entry
2.5.3 Factors of Competition
2.6 Mergers, Acquisitions Activity
3 UNITED STATES VS CHINA VS REST OF THE WORLD
3.1 United States VS China: AI-Based Recommendation System Market Comparison
3.1.1 United States VS China: AI-Based Recommendation System Market Size Comparison (2017 & 2021 & 2028)
3.1.2 United States VS China: AI-Based Recommendation System Market Size Market Share Comparison (2017 & 2021 & 2028)
3.2 United States AI-Based Recommendation System Major Players and Market Share, 2017-2022
3.2.1 Major Players of AI-Based Recommendation System in United States, Headquarters (States, Country)
3.2.2 United States AI-Based Recommendation System Revenue by Domestic Player, (2017-2022)
3.3 China AI-Based Recommendation System Major Players and Market Share, 2017-2022
3.3.1 Major Players of AI-Based Recommendation System in China, Headquarters (Province, Country)
3.3.2 China AI-Based Recommendation System Revenue by Domestic Player, (2017-2022)
3.4 Rest of World AI-Based Recommendation System Major Players and Market Share, 2017-2022
3.4.1 Major Players of AI-Based Recommendation System in Rest of World, Headquarters (State, Country)
3.4.2 Rest of World AI-Based Recommendation System Revenue by Domestic Player, (2017-2022)
4 MARKET ANALYSIS BY TYPE
4.1 World AI-Based Recommendation System Market Size Overview by Type: 2017 VS 2021 VS 2028
4.2 Segment Introduction by Type
4.2.1 Collaborative Filtering
4.2.2 Content Based Filtering
4.2.3 Hybrid Recommendation
4.3 Market Segment by Type
4.3.1 World AI-Based Recommendation System Market Size by Type (2017-2022)
4.3.2 World AI-Based Recommendation System Market Size by Type (2023-2028)
4.3.3 World AI-Based Recommendation System Market Size Market Share by Type (2017-2028)
5 MARKET ANALYSIS BY APPLICATION
5.1 World AI-Based Recommendation System Market Size Overview by Application: 2017 VS 2021 VS 2028
5.2 Segment Introduction by Application
5.2.1 BFSI
5.2.2 Healthcare
5.2.3 IT & Telecom
5.2.4 Retail
5.2.5 Retail
5.3 Market Segment by Application
5.3.1 World AI-Based Recommendation System Market Size by Application (2017-2022)
5.3.2 World AI-Based Recommendation System Market Size by Application (2023-2028)
5.3.3 World AI-Based Recommendation System Market Size by Application (2017-2028)
6 COMPANY PROFILES
6.1 IBM
6.1.1 IBM Details
6.1.2 IBM Major Business
6.1.3 IBM AI-Based Recommendation System Product and Services
6.1.4 IBM AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.1.5 IBM Recent Developments/Updates
6.1.6 IBM Competitive Strengths & Weaknesses
6.2 Google
6.2.1 Google Details
6.2.2 Google Major Business
6.2.3 Google AI-Based Recommendation System Product and Services
6.2.4 Google AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.2.5 Google Recent Developments/Updates
6.2.6 Google Competitive Strengths & Weaknesses
6.3 SAP
6.3.1 SAP Details
6.3.2 SAP Major Business
6.3.3 SAP AI-Based Recommendation System Product and Services
6.3.4 SAP AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.3.5 SAP Recent Developments/Updates
6.3.6 SAP Competitive Strengths & Weaknesses
6.4 Microsoft
6.4.1 Microsoft Details
6.4.2 Microsoft Major Business
6.4.3 Microsoft AI-Based Recommendation System Product and Services
6.4.4 Microsoft AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.4.5 Microsoft Recent Developments/Updates
6.4.6 Microsoft Competitive Strengths & Weaknesses
6.5 Salesforce
6.5.1 Salesforce Details
6.5.2 Salesforce Major Business
6.5.3 Salesforce AI-Based Recommendation System Product and Services
6.5.4 Salesforce AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.5.5 Salesforce Recent Developments/Updates
6.5.6 Salesforce Competitive Strengths & Weaknesses
6.6 Intel
6.6.1 Intel Details
6.6.2 Intel Major Business
6.6.3 Intel AI-Based Recommendation System Product and Services
6.6.4 Intel AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.6.5 Intel Recent Developments/Updates
6.6.6 Intel Competitive Strengths & Weaknesses
6.7 HPE
6.7.1 HPE Details
6.7.2 HPE Major Business
6.7.3 HPE AI-Based Recommendation System Product and Services
6.7.4 HPE AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.7.5 HPE Recent Developments/Updates
6.7.6 HPE Competitive Strengths & Weaknesses
6.8 Oracle
6.8.1 Oracle Details
6.8.2 Oracle Major Business
6.8.3 Oracle AI-Based Recommendation System Product and Services
6.8.4 Oracle AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.8.5 Oracle Recent Developments/Updates
6.8.6 Oracle Competitive Strengths & Weaknesses
6.9 Sentient Technologies
6.9.1 Sentient Technologies Details
6.9.2 Sentient Technologies Major Business
6.9.3 Sentient Technologies AI-Based Recommendation System Product and Services
6.9.4 Sentient Technologies AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.9.5 Sentient Technologies Recent Developments/Updates
6.9.6 Sentient Technologies Competitive Strengths & Weaknesses
6.10 AWS
6.10.1 AWS Details
6.10.2 AWS Major Business
6.10.3 AWS AI-Based Recommendation System Product and Services
6.10.4 AWS AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022)
6.10.5 AWS Recent Developments/Updates
6.10.6 AWS Competitive Strengths & Weaknesses
7 RAW MATERIAL AND INDUSTRY CHAIN
7.1 Raw Material of AI-Based Recommendation System and Key Manufacturers
7.2 AI-Based Recommendation System Manufacturing Costs
7.3 AI-Based Recommendation System Production Process
7.4 AI-Based Recommendation System Industrial Chain
8 DISTRIBUTION CHANNEL ANALYSIS
8.1 Distribution Channel Breakdown for AI-Based Recommendation System Shipments (%): 2017-2028
8.1.1 Direct Channel
8.1.2 Indirect Channel
8.2 AI-Based Recommendation System Typical Distributors
8.3 AI-Based Recommendation System Typical Customers
9 RESEARCH FINDINGS AND CONCLUSION
10 APPENDIX
10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer
LIST OF TABLES
Table 1. World AI-Based Recommendation System Market Size by Region (2017, 2022 and 2028) & (USD Million)
Table 2. World AI-Based Recommendation System Market Size by Region (2017-2022) & (USD Million)
Table 3. World AI-Based Recommendation System Market Size by Region (2023-2028) & (USD Million)
Table 4. World AI-Based Recommendation System Market Size Market Share by Region (2017-2022)
Table 5. World AI-Based Recommendation System Market Size Market Share by Region (2023-2028)
Table 6. Major Market Trends
Table 7. World AI-Based Recommendation System Revenue by Player (2017-2022) & (USD Million)
Table 8. Revenue Market Share of Key AI-Based Recommendation System Players in 2021
Table 9. World AI-Based Recommendation System Industry Rank of Major Player, Based on Revenue in 2021
Table 10. Global AI-Based Recommendation System Company Evaluation Quadrant
Table 11. Head Office of Key AI-Based Recommendation System Player
Table 12. AI-Based Recommendation System Market: Company Product Type Footprint
Table 13. AI-Based Recommendation System Market: Company Product Application Footprint
Table 14. AI-Based Recommendation System Mergers & Acquisitions Activity
Table 15. United States VS China AI-Based Recommendation System Market Size Comparison, (2017 & 2021 & 2028) & (USD Million)
Table 16. Major Player of AI-Based Recommendation System in United States, Headquarters (States, Country)
Table 17. United States AI-Based Recommendation System Revenue by Domestic Player, (2017-2022) & (USD Million)
Table 18. United States AI-Based Recommendation System Revenue Market Share by Domestic Player, (2017-2022)
Table 19. Major Player of AI-Based Recommendation System in China, Company Headquarters (Province, Country)
Table 20. China AI-Based Recommendation System Revenue by Domestic Player, (2017-2022) & (USD Million)
Table 21. China AI-Based Recommendation System Revenue Market Share by Domestic Player, (2017-2022)
Table 22. Major Player of AI-Based Recommendation System in Rest of World, Company Headquarters (State, Country)
Table 23. Rest of World AI-Based Recommendation System Revenue by Domestic Player, (2017-2022) & (USD Million)
Table 24. Rest of World AI-Based Recommendation System Revenue Market Share by Domestic Player, (2017-2022)
Table 25. World AI-Based Recommendation System Revenue by Type, (USD Million), 2017 & 2021 & 2028
Table 26. World AI-Based Recommendation System Revenue by Type (2017-2022) & (USD Million)
Table 27. World AI-Based Recommendation System Revenue by Type (2023-2028) & (USD Million)
Table 28. World AI-Based Recommendation System Revenue by Application, (USD Million), 2017 & 2021 & 2028
Table 29. World AI-Based Recommendation System Revenue by Application (2017-2022) & (USD Million)
Table 30. World AI-Based Recommendation System Revenue by Application (2023-2028) & (USD Million)
Table 31. IBM Basic Information, Manufacturing Base and Competitors
Table 32. IBM Major Business
Table 33. IBM AI-Based Recommendation System Product and Services
Table 34. IBM AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 35. IBM Recent Developments/Updates
Table 36. IBM Competitive Strengths & Weaknesses
Table 37. Google Basic Information, Manufacturing Base and Competitors
Table 38. Google Major Business
Table 39. Google AI-Based Recommendation System Product and Services
Table 40. Google AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 41. Google Recent Developments/Updates
Table 42. Google Competitive Strengths & Weaknesses
Table 43. SAP Basic Information, Manufacturing Base and Competitors
Table 44. SAP Major Business
Table 45. SAP AI-Based Recommendation System Product and Services
Table 46. SAP AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 47. SAP Recent Developments/Updates
Table 48. SAP Competitive Strengths & Weaknesses
Table 49. Microsoft Basic Information, Manufacturing Base and Competitors
Table 50. Microsoft Major Business
Table 51. Microsoft AI-Based Recommendation System Product and Services
Table 52. Microsoft AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 53. Microsoft Recent Developments/Updates
Table 54. Microsoft Competitive Strengths & Weaknesses
Table 55. Salesforce Basic Information, Manufacturing Base and Competitors
Table 56. Salesforce Major Business
Table 57. Salesforce AI-Based Recommendation System Product and Services
Table 58. Salesforce AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 59. Salesforce Recent Developments/Updates
Table 60. Salesforce Competitive Strengths & Weaknesses
Table 61. Intel Basic Information, Manufacturing Base and Competitors
Table 62. Intel Major Business
Table 63. Intel AI-Based Recommendation System Product and Services
Table 64. Intel AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 65. Intel Recent Developments/Updates
Table 66. Intel Competitive Strengths & Weaknesses
Table 67. HPE Basic Information, Manufacturing Base and Competitors
Table 68. HPE Major Business
Table 69. HPE AI-Based Recommendation System Product and Services
Table 70. HPE AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 71. HPE Recent Developments/Updates
Table 72. HPE Competitive Strengths & Weaknesses
Table 73. Oracle Basic Information, Manufacturing Base and Competitors
Table 74. Oracle Major Business
Table 75. Oracle AI-Based Recommendation System Product and Services
Table 76. Oracle AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 77. Oracle Recent Developments/Updates
Table 78. Oracle Competitive Strengths & Weaknesses
Table 79. Sentient Technologies Basic Information, Manufacturing Base and Competitors
Table 80. Sentient Technologies Major Business
Table 81. Sentient Technologies AI-Based Recommendation System Product and Services
Table 82. Sentient Technologies AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 83. Sentient Technologies Recent Developments/Updates
Table 84. AWS Basic Information, Manufacturing Base and Competitors
Table 85. AWS Major Business
Table 86. AWS AI-Based Recommendation System Product and Services
Table 87. AWS AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 88. AI-Based Recommendation System Raw Material
Table 89. Key Manufacturers of AI-Based Recommendation System Raw Materials
Table 90. AI-Based Recommendation System Typical Distributors
Table 91. AI-Based Recommendation System Typical Customers
List of Figure
Figure 1. AI-Based Recommendation System Picture
Figure 2. World AI-Based Recommendation System Total Market Size: 2017 & 2021 & 2028, (USD Million)
Figure 3. World AI-Based Recommendation System Total Market Size (2017-2028) & (USD Million)
Figure 4. World AI-Based Recommendation System Market Size Market Share by Region (2017-2028)
Figure 5. United States AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 6. China AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 7. Europe AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 8. Japan AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 9. South Korea AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 10. ASEAN AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 11. India AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 12. AI-Based Recommendation System Market Drivers
Figure 13. Factors Affecting Demand
Figure 14. Producer Shipments of AI-Based Recommendation System by Player Revenue ($MM) and Market Share (%): 2021
Figure 15. Global Four-firm Concentration Ratios (CR4) for AI-Based Recommendation System Markets in 2021
Figure 16. Global Four-firm Concentration Ratios (CR8) for AI-Based Recommendation System Markets in 2021
Figure 17. United States VS China: AI-Based Recommendation System Market Size Market Share Comparison (2017 & 2021 & 2028)
Figure 18. World AI-Based Recommendation System Market Size by Type, (USD Million), 2017 & 2021 & 2028
Figure 19. World AI-Based Recommendation System Market Size Market Share by Type in 2021
Figure 20. Collaborative Filtering
Figure 21. Content Based Filtering
Figure 22. Hybrid Recommendation
Figure 23. World AI-Based Recommendation System Market Size Market Share by Type (2017-2028)
Figure 24. World AI-Based Recommendation System Market Size by Application, (USD Million), 2017 & 2021 & 2028
Figure 25. World AI-Based Recommendation System Market Size Market Share by Application in 2021
Figure 26. BFSI
Figure 27. Healthcare
Figure 28. IT & Telecom
Figure 29. Retail
Figure 30. World AI-Based Recommendation System Market Size Market Share by Application (2017-2028)
Figure 31. Manufacturing Cost Structure Analysis of AI-Based Recommendation System in 2021
Figure 32. Manufacturing Process Analysis of AI-Based Recommendation System
Figure 33. AI-Based Recommendation System Industrial Chain
Figure 34. Distribution Channel Breakdown for AI-Based Recommendation System Shipments (%): 2017-2028
Figure 35. Direct Channel Pros & Cons
Figure 36. Indirect Channel Pros & Cons
Figure 37. Methodology
Figure 38. Research Process and Data Source
Table 1. World AI-Based Recommendation System Market Size by Region (2017, 2022 and 2028) & (USD Million)
Table 2. World AI-Based Recommendation System Market Size by Region (2017-2022) & (USD Million)
Table 3. World AI-Based Recommendation System Market Size by Region (2023-2028) & (USD Million)
Table 4. World AI-Based Recommendation System Market Size Market Share by Region (2017-2022)
Table 5. World AI-Based Recommendation System Market Size Market Share by Region (2023-2028)
Table 6. Major Market Trends
Table 7. World AI-Based Recommendation System Revenue by Player (2017-2022) & (USD Million)
Table 8. Revenue Market Share of Key AI-Based Recommendation System Players in 2021
Table 9. World AI-Based Recommendation System Industry Rank of Major Player, Based on Revenue in 2021
Table 10. Global AI-Based Recommendation System Company Evaluation Quadrant
Table 11. Head Office of Key AI-Based Recommendation System Player
Table 12. AI-Based Recommendation System Market: Company Product Type Footprint
Table 13. AI-Based Recommendation System Market: Company Product Application Footprint
Table 14. AI-Based Recommendation System Mergers & Acquisitions Activity
Table 15. United States VS China AI-Based Recommendation System Market Size Comparison, (2017 & 2021 & 2028) & (USD Million)
Table 16. Major Player of AI-Based Recommendation System in United States, Headquarters (States, Country)
Table 17. United States AI-Based Recommendation System Revenue by Domestic Player, (2017-2022) & (USD Million)
Table 18. United States AI-Based Recommendation System Revenue Market Share by Domestic Player, (2017-2022)
Table 19. Major Player of AI-Based Recommendation System in China, Company Headquarters (Province, Country)
Table 20. China AI-Based Recommendation System Revenue by Domestic Player, (2017-2022) & (USD Million)
Table 21. China AI-Based Recommendation System Revenue Market Share by Domestic Player, (2017-2022)
Table 22. Major Player of AI-Based Recommendation System in Rest of World, Company Headquarters (State, Country)
Table 23. Rest of World AI-Based Recommendation System Revenue by Domestic Player, (2017-2022) & (USD Million)
Table 24. Rest of World AI-Based Recommendation System Revenue Market Share by Domestic Player, (2017-2022)
Table 25. World AI-Based Recommendation System Revenue by Type, (USD Million), 2017 & 2021 & 2028
Table 26. World AI-Based Recommendation System Revenue by Type (2017-2022) & (USD Million)
Table 27. World AI-Based Recommendation System Revenue by Type (2023-2028) & (USD Million)
Table 28. World AI-Based Recommendation System Revenue by Application, (USD Million), 2017 & 2021 & 2028
Table 29. World AI-Based Recommendation System Revenue by Application (2017-2022) & (USD Million)
Table 30. World AI-Based Recommendation System Revenue by Application (2023-2028) & (USD Million)
Table 31. IBM Basic Information, Manufacturing Base and Competitors
Table 32. IBM Major Business
Table 33. IBM AI-Based Recommendation System Product and Services
Table 34. IBM AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 35. IBM Recent Developments/Updates
Table 36. IBM Competitive Strengths & Weaknesses
Table 37. Google Basic Information, Manufacturing Base and Competitors
Table 38. Google Major Business
Table 39. Google AI-Based Recommendation System Product and Services
Table 40. Google AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 41. Google Recent Developments/Updates
Table 42. Google Competitive Strengths & Weaknesses
Table 43. SAP Basic Information, Manufacturing Base and Competitors
Table 44. SAP Major Business
Table 45. SAP AI-Based Recommendation System Product and Services
Table 46. SAP AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 47. SAP Recent Developments/Updates
Table 48. SAP Competitive Strengths & Weaknesses
Table 49. Microsoft Basic Information, Manufacturing Base and Competitors
Table 50. Microsoft Major Business
Table 51. Microsoft AI-Based Recommendation System Product and Services
Table 52. Microsoft AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 53. Microsoft Recent Developments/Updates
Table 54. Microsoft Competitive Strengths & Weaknesses
Table 55. Salesforce Basic Information, Manufacturing Base and Competitors
Table 56. Salesforce Major Business
Table 57. Salesforce AI-Based Recommendation System Product and Services
Table 58. Salesforce AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 59. Salesforce Recent Developments/Updates
Table 60. Salesforce Competitive Strengths & Weaknesses
Table 61. Intel Basic Information, Manufacturing Base and Competitors
Table 62. Intel Major Business
Table 63. Intel AI-Based Recommendation System Product and Services
Table 64. Intel AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 65. Intel Recent Developments/Updates
Table 66. Intel Competitive Strengths & Weaknesses
Table 67. HPE Basic Information, Manufacturing Base and Competitors
Table 68. HPE Major Business
Table 69. HPE AI-Based Recommendation System Product and Services
Table 70. HPE AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 71. HPE Recent Developments/Updates
Table 72. HPE Competitive Strengths & Weaknesses
Table 73. Oracle Basic Information, Manufacturing Base and Competitors
Table 74. Oracle Major Business
Table 75. Oracle AI-Based Recommendation System Product and Services
Table 76. Oracle AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 77. Oracle Recent Developments/Updates
Table 78. Oracle Competitive Strengths & Weaknesses
Table 79. Sentient Technologies Basic Information, Manufacturing Base and Competitors
Table 80. Sentient Technologies Major Business
Table 81. Sentient Technologies AI-Based Recommendation System Product and Services
Table 82. Sentient Technologies AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 83. Sentient Technologies Recent Developments/Updates
Table 84. AWS Basic Information, Manufacturing Base and Competitors
Table 85. AWS Major Business
Table 86. AWS AI-Based Recommendation System Product and Services
Table 87. AWS AI-Based Recommendation System Revenue, Gross Margin and Market Share (2017-2022) & (USD Million)
Table 88. AI-Based Recommendation System Raw Material
Table 89. Key Manufacturers of AI-Based Recommendation System Raw Materials
Table 90. AI-Based Recommendation System Typical Distributors
Table 91. AI-Based Recommendation System Typical Customers
List of Figure
Figure 1. AI-Based Recommendation System Picture
Figure 2. World AI-Based Recommendation System Total Market Size: 2017 & 2021 & 2028, (USD Million)
Figure 3. World AI-Based Recommendation System Total Market Size (2017-2028) & (USD Million)
Figure 4. World AI-Based Recommendation System Market Size Market Share by Region (2017-2028)
Figure 5. United States AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 6. China AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 7. Europe AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 8. Japan AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 9. South Korea AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 10. ASEAN AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 11. India AI-Based Recommendation System Market Size (2017-2028) & (USD Million)
Figure 12. AI-Based Recommendation System Market Drivers
Figure 13. Factors Affecting Demand
Figure 14. Producer Shipments of AI-Based Recommendation System by Player Revenue ($MM) and Market Share (%): 2021
Figure 15. Global Four-firm Concentration Ratios (CR4) for AI-Based Recommendation System Markets in 2021
Figure 16. Global Four-firm Concentration Ratios (CR8) for AI-Based Recommendation System Markets in 2021
Figure 17. United States VS China: AI-Based Recommendation System Market Size Market Share Comparison (2017 & 2021 & 2028)
Figure 18. World AI-Based Recommendation System Market Size by Type, (USD Million), 2017 & 2021 & 2028
Figure 19. World AI-Based Recommendation System Market Size Market Share by Type in 2021
Figure 20. Collaborative Filtering
Figure 21. Content Based Filtering
Figure 22. Hybrid Recommendation
Figure 23. World AI-Based Recommendation System Market Size Market Share by Type (2017-2028)
Figure 24. World AI-Based Recommendation System Market Size by Application, (USD Million), 2017 & 2021 & 2028
Figure 25. World AI-Based Recommendation System Market Size Market Share by Application in 2021
Figure 26. BFSI
Figure 27. Healthcare
Figure 28. IT & Telecom
Figure 29. Retail
Figure 30. World AI-Based Recommendation System Market Size Market Share by Application (2017-2028)
Figure 31. Manufacturing Cost Structure Analysis of AI-Based Recommendation System in 2021
Figure 32. Manufacturing Process Analysis of AI-Based Recommendation System
Figure 33. AI-Based Recommendation System Industrial Chain
Figure 34. Distribution Channel Breakdown for AI-Based Recommendation System Shipments (%): 2017-2028
Figure 35. Direct Channel Pros & Cons
Figure 36. Indirect Channel Pros & Cons
Figure 37. Methodology
Figure 38. Research Process and Data Source
