Recommendation Engine Market By Type, By Deployment Model, By Enterprise Size, By Application, By Industry Vertical: Global Opportunity Analysis and Industry Forecast, 2021-2031

1.1. Report description
1.2. Key market segments
1.3. Key benefits to the stakeholders
1.4. Research Methodology
1.4.1. Primary research
1.4.2. Secondary research
1.4.3. Analyst tools and models

2.1. CXO Perspective

3.1. Market definition and scope
3.2. Key findings
3.2.1. Top impacting factors
3.2.2. Top investment pockets
3.3. Porter’s five forces analysis
3.3.1. Bargaining power of suppliers
3.3.2. Bargaining power of buyers
3.3.3. Threat of substitutes
3.3.4. Threat of new entrants
3.3.5. Intensity of rivalry
3.4. Market dynamics
3.4.1. Drivers
3.4.1.1. Growth in adoption of digital technologies
3.4.1.2. Increase in focus on enhancing the customer experience
3.4.1.3. Increase in use of the deep learning technology in AI recommendation engine solution
3.4.2. Restraints
3.4.2.1. Lack of skills and expertise
3.4.2.2. Concerns over accessing customers’ personal data
3.4.3. Opportunities
3.4.3.1. Increase in demand to analyze large volume of data
3.5. COVID-19 Impact Analysis on the market

4.1. Overview
4.1.1. Market size and forecast
4.2. Collaborative Filtering
4.2.1. Key market trends, growth factors and opportunities
4.2.2. Market size and forecast, by region
4.2.3. Market share analysis by country
4.3. Content-based Filtering
4.3.1. Key market trends, growth factors and opportunities
4.3.2. Market size and forecast, by region
4.3.3. Market share analysis by country
4.4. Hybrid recommendation
4.4.1. Key market trends, growth factors and opportunities
4.4.2. Market size and forecast, by region
4.4.3. Market share analysis by country

5.1. Overview
5.1.1. Market size and forecast
5.2. On-Premises
5.2.1. Key market trends, growth factors and opportunities
5.2.2. Market size and forecast, by region
5.2.3. Market share analysis by country
5.3. Cloud
5.3.1. Key market trends, growth factors and opportunities
5.3.2. Market size and forecast, by region
5.3.3. Market share analysis by country

6.1. Overview
6.1.1. Market size and forecast
6.2. Large Enterprises
6.2.1. Key market trends, growth factors and opportunities
6.2.2. Market size and forecast, by region
6.2.3. Market share analysis by country
6.3. Small and Medium Enterprises
6.3.1. Key market trends, growth factors and opportunities
6.3.2. Market size and forecast, by region
6.3.3. Market share analysis by country

7.1. Overview
7.1.1. Market size and forecast
7.2. Personalized Campaigns and Customer Delivery
7.2.1. Key market trends, growth factors and opportunities
7.2.2. Market size and forecast, by region
7.2.3. Market share analysis by country
7.3. Strategy Operations and Planning
7.3.1. Key market trends, growth factors and opportunities
7.3.2. Market size and forecast, by region
7.3.3. Market share analysis by country
7.4. Product Planning and Proactive Asset Management
7.4.1. Key market trends, growth factors and opportunities
7.4.2. Market size and forecast, by region
7.4.3. Market share analysis by country

8.1. Overview
8.1.1. Market size and forecast
8.2. Retail and Consumer Goods
8.2.1. Key market trends, growth factors and opportunities
8.2.2. Market size and forecast, by region
8.2.3. Market share analysis by country
8.3. IT and Telecom
8.3.1. Key market trends, growth factors and opportunities
8.3.2. Market size and forecast, by region
8.3.3. Market share analysis by country
8.4. Healthcare and Life Science
8.4.1. Key market trends, growth factors and opportunities
8.4.2. Market size and forecast, by region
8.4.3. Market share analysis by country
8.5. BFSI
8.5.1. Key market trends, growth factors and opportunities
8.5.2. Market size and forecast, by region
8.5.3. Market share analysis by country
8.6. Media and Entertainment
8.6.1. Key market trends, growth factors and opportunities
8.6.2. Market size and forecast, by region
8.6.3. Market share analysis by country
8.7. Others
8.7.1. Key market trends, growth factors and opportunities
8.7.2. Market size and forecast, by region
8.7.3. Market share analysis by country

9.1. Overview
9.1.1. Market size and forecast By Region
9.2. North America
9.2.1. Key trends and opportunities
9.2.2. Market size and forecast, by Type
9.2.3. Market size and forecast, by Deployment Model
9.2.4. Market size and forecast, by Enterprise Size
9.2.5. Market size and forecast, by Application
9.2.6. Market size and forecast, by Industry Vertical
9.2.7. Market size and forecast, by country
9.2.7.1. U.S.
9.2.7.1.1. Key market trends, growth factors and opportunities
9.2.7.1.2. Market size and forecast, by Type
9.2.7.1.3. Market size and forecast, by Deployment Model
9.2.7.1.4. Market size and forecast, by Enterprise Size
9.2.7.1.5. Market size and forecast, by Application
9.2.7.1.6. Market size and forecast, by Industry Vertical
9.2.7.2. Canada
9.2.7.2.1. Key market trends, growth factors and opportunities
9.2.7.2.2. Market size and forecast, by Type
9.2.7.2.3. Market size and forecast, by Deployment Model
9.2.7.2.4. Market size and forecast, by Enterprise Size
9.2.7.2.5. Market size and forecast, by Application
9.2.7.2.6. Market size and forecast, by Industry Vertical
9.3. Europe
9.3.1. Key trends and opportunities
9.3.2. Market size and forecast, by Type
9.3.3. Market size and forecast, by Deployment Model
9.3.4. Market size and forecast, by Enterprise Size
9.3.5. Market size and forecast, by Application
9.3.6. Market size and forecast, by Industry Vertical
9.3.7. Market size and forecast, by country
9.3.7.1. UK
9.3.7.1.1. Key market trends, growth factors and opportunities
9.3.7.1.2. Market size and forecast, by Type
9.3.7.1.3. Market size and forecast, by Deployment Model
9.3.7.1.4. Market size and forecast, by Enterprise Size
9.3.7.1.5. Market size and forecast, by Application
9.3.7.1.6. Market size and forecast, by Industry Vertical
9.3.7.2. Germany
9.3.7.2.1. Key market trends, growth factors and opportunities
9.3.7.2.2. Market size and forecast, by Type
9.3.7.2.3. Market size and forecast, by Deployment Model
9.3.7.2.4. Market size and forecast, by Enterprise Size
9.3.7.2.5. Market size and forecast, by Application
9.3.7.2.6. Market size and forecast, by Industry Vertical
9.3.7.3. France
9.3.7.3.1. Key market trends, growth factors and opportunities
9.3.7.3.2. Market size and forecast, by Type
9.3.7.3.3. Market size and forecast, by Deployment Model
9.3.7.3.4. Market size and forecast, by Enterprise Size
9.3.7.3.5. Market size and forecast, by Application
9.3.7.3.6. Market size and forecast, by Industry Vertical
9.3.7.4. Italy
9.3.7.4.1. Key market trends, growth factors and opportunities
9.3.7.4.2. Market size and forecast, by Type
9.3.7.4.3. Market size and forecast, by Deployment Model
9.3.7.4.4. Market size and forecast, by Enterprise Size
9.3.7.4.5. Market size and forecast, by Application
9.3.7.4.6. Market size and forecast, by Industry Vertical
9.3.7.5. Spain
9.3.7.5.1. Key market trends, growth factors and opportunities
9.3.7.5.2. Market size and forecast, by Type
9.3.7.5.3. Market size and forecast, by Deployment Model
9.3.7.5.4. Market size and forecast, by Enterprise Size
9.3.7.5.5. Market size and forecast, by Application
9.3.7.5.6. Market size and forecast, by Industry Vertical
9.3.7.6. Rest of Europe
9.3.7.6.1. Key market trends, growth factors and opportunities
9.3.7.6.2. Market size and forecast, by Type
9.3.7.6.3. Market size and forecast, by Deployment Model
9.3.7.6.4. Market size and forecast, by Enterprise Size
9.3.7.6.5. Market size and forecast, by Application
9.3.7.6.6. Market size and forecast, by Industry Vertical
9.4. Asia-Pacific
9.4.1. Key trends and opportunities
9.4.2. Market size and forecast, by Type
9.4.3. Market size and forecast, by Deployment Model
9.4.4. Market size and forecast, by Enterprise Size
9.4.5. Market size and forecast, by Application
9.4.6. Market size and forecast, by Industry Vertical
9.4.7. Market size and forecast, by country
9.4.7.1. China
9.4.7.1.1. Key market trends, growth factors and opportunities
9.4.7.1.2. Market size and forecast, by Type
9.4.7.1.3. Market size and forecast, by Deployment Model
9.4.7.1.4. Market size and forecast, by Enterprise Size
9.4.7.1.5. Market size and forecast, by Application
9.4.7.1.6. Market size and forecast, by Industry Vertical
9.4.7.2. Japan
9.4.7.2.1. Key market trends, growth factors and opportunities
9.4.7.2.2. Market size and forecast, by Type
9.4.7.2.3. Market size and forecast, by Deployment Model
9.4.7.2.4. Market size and forecast, by Enterprise Size
9.4.7.2.5. Market size and forecast, by Application
9.4.7.2.6. Market size and forecast, by Industry Vertical
9.4.7.3. South Korea
9.4.7.3.1. Key market trends, growth factors and opportunities
9.4.7.3.2. Market size and forecast, by Type
9.4.7.3.3. Market size and forecast, by Deployment Model
9.4.7.3.4. Market size and forecast, by Enterprise Size
9.4.7.3.5. Market size and forecast, by Application
9.4.7.3.6. Market size and forecast, by Industry Vertical
9.4.7.4. India
9.4.7.4.1. Key market trends, growth factors and opportunities
9.4.7.4.2. Market size and forecast, by Type
9.4.7.4.3. Market size and forecast, by Deployment Model
9.4.7.4.4. Market size and forecast, by Enterprise Size
9.4.7.4.5. Market size and forecast, by Application
9.4.7.4.6. Market size and forecast, by Industry Vertical
9.4.7.5. Australia
9.4.7.5.1. Key market trends, growth factors and opportunities
9.4.7.5.2. Market size and forecast, by Type
9.4.7.5.3. Market size and forecast, by Deployment Model
9.4.7.5.4. Market size and forecast, by Enterprise Size
9.4.7.5.5. Market size and forecast, by Application
9.4.7.5.6. Market size and forecast, by Industry Vertical
9.4.7.6. Rest of Asia-Pacific
9.4.7.6.1. Key market trends, growth factors and opportunities
9.4.7.6.2. Market size and forecast, by Type
9.4.7.6.3. Market size and forecast, by Deployment Model
9.4.7.6.4. Market size and forecast, by Enterprise Size
9.4.7.6.5. Market size and forecast, by Application
9.4.7.6.6. Market size and forecast, by Industry Vertical
9.5. LAMEA
9.5.1. Key trends and opportunities
9.5.2. Market size and forecast, by Type
9.5.3. Market size and forecast, by Deployment Model
9.5.4. Market size and forecast, by Enterprise Size
9.5.5. Market size and forecast, by Application
9.5.6. Market size and forecast, by Industry Vertical
9.5.7. Market size and forecast, by country
9.5.7.1. Latin America
9.5.7.1.1. Key market trends, growth factors and opportunities
9.5.7.1.2. Market size and forecast, by Type
9.5.7.1.3. Market size and forecast, by Deployment Model
9.5.7.1.4. Market size and forecast, by Enterprise Size
9.5.7.1.5. Market size and forecast, by Application
9.5.7.1.6. Market size and forecast, by Industry Vertical
9.5.7.2. Middle East
9.5.7.2.1. Key market trends, growth factors and opportunities
9.5.7.2.2. Market size and forecast, by Type
9.5.7.2.3. Market size and forecast, by Deployment Model
9.5.7.2.4. Market size and forecast, by Enterprise Size
9.5.7.2.5. Market size and forecast, by Application
9.5.7.2.6. Market size and forecast, by Industry Vertical
9.5.7.3. Africa
9.5.7.3.1. Key market trends, growth factors and opportunities
9.5.7.3.2. Market size and forecast, by Type
9.5.7.3.3. Market size and forecast, by Deployment Model
9.5.7.3.4. Market size and forecast, by Enterprise Size
9.5.7.3.5. Market size and forecast, by Application
9.5.7.3.6. Market size and forecast, by Industry Vertical

10.1. Introduction
10.2. Top winning strategies
10.3. Product Mapping of Top 10 Player
10.4. Competitive Dashboard
10.5. Competitive Heatmap
10.6. Top player positioning, 2021

11.1. Adobe
11.1.1. Company overview
11.1.2. Key Executives
11.1.3. Company snapshot
11.1.4. Operating business segments
11.1.5. Product portfolio
11.1.6. Business performance
11.1.7. Key strategic moves and developments
11.2. Amazon Web Services
11.2.1. Company overview
11.2.2. Key Executives
11.2.3. Company snapshot
11.2.4. Operating business segments
11.2.5. Product portfolio
11.2.6. Business performance
11.2.7. Key strategic moves and developments
11.3. Google LLC
11.3.1. Company overview
11.3.2. Key Executives
11.3.3. Company snapshot
11.3.4. Operating business segments
11.3.5. Product portfolio
11.3.6. Business performance
11.3.7. Key strategic moves and developments
11.4. Hewlett Packard Enterprise Development LP
11.4.1. Company overview
11.4.2. Key Executives
11.4.3. Company snapshot
11.4.4. Operating business segments
11.4.5. Product portfolio
11.4.6. Business performance
11.5. IBM Corporation
11.5.1. Company overview
11.5.2. Key Executives
11.5.3. Company snapshot
11.5.4. Operating business segments
11.5.5. Product portfolio
11.5.6. Business performance
11.5.7. Key strategic moves and developments
11.6. Intel Corporation
11.6.1. Company overview
11.6.2. Key Executives
11.6.3. Company snapshot
11.6.4. Operating business segments
11.6.5. Product portfolio
11.6.6. Business performance
11.6.7. Key strategic moves and developments
11.7. Microsoft Corporation
11.7.1. Company overview
11.7.2. Key Executives
11.7.3. Company snapshot
11.7.4. Operating business segments
11.7.5. Product portfolio
11.7.6. Business performance
11.7.7. Key strategic moves and developments
11.8. Oracle Corporation
11.8.1. Company overview
11.8.2. Key Executives
11.8.3. Company snapshot
11.8.4. Operating business segments
11.8.5. Product portfolio
11.8.6. Business performance
11.8.7. Key strategic moves and developments
11.9. Salesforce, Inc.
11.9.1. Company overview
11.9.2. Key Executives
11.9.3. Company snapshot
11.9.4. Operating business segments
11.9.5. Product portfolio
11.9.6. Business performance
11.9.7. Key strategic moves and developments
11.10. SAP SE
11.10.1. Company overview
11.10.2. Key Executives
11.10.3. Company snapshot
11.10.4. Operating business segments
11.10.5. Product portfolio
11.10.6. Business performance
11.10.7. Key strategic moves and developments

TABLE 01. GLOBAL RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 02. RECOMMENDATION ENGINE MARKET FOR COLLABORATIVE FILTERING, BY REGION, 2021-2031 ($MILLION)
TABLE 03. RECOMMENDATION ENGINE MARKET FOR CONTENT-BASED FILTERING, BY REGION, 2021-2031 ($MILLION)
TABLE 04. RECOMMENDATION ENGINE MARKET FOR HYBRID RECOMMENDATION, BY REGION, 2021-2031 ($MILLION)
TABLE 05. GLOBAL RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 06. RECOMMENDATION ENGINE MARKET FOR ON-PREMISES, BY REGION, 2021-2031 ($MILLION)
TABLE 07. RECOMMENDATION ENGINE MARKET FOR CLOUD, BY REGION, 2021-2031 ($MILLION)
TABLE 08. GLOBAL RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 09. RECOMMENDATION ENGINE MARKET FOR LARGE ENTERPRISES, BY REGION, 2021-2031 ($MILLION)
TABLE 10. RECOMMENDATION ENGINE MARKET FOR SMALL AND MEDIUM ENTERPRISES, BY REGION, 2021-2031 ($MILLION)
TABLE 11. GLOBAL RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 12. RECOMMENDATION ENGINE MARKET FOR PERSONALIZED CAMPAIGNS AND CUSTOMER DELIVERY, BY REGION, 2021-2031 ($MILLION)
TABLE 13. RECOMMENDATION ENGINE MARKET FOR STRATEGY OPERATIONS AND PLANNING, BY REGION, 2021-2031 ($MILLION)
TABLE 14. RECOMMENDATION ENGINE MARKET FOR PRODUCT PLANNING AND PROACTIVE ASSET MANAGEMENT, BY REGION, 2021-2031 ($MILLION)
TABLE 15. GLOBAL RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 16. RECOMMENDATION ENGINE MARKET FOR RETAIL AND CONSUMER GOODS, BY REGION, 2021-2031 ($MILLION)
TABLE 17. RECOMMENDATION ENGINE MARKET FOR IT AND TELECOM, BY REGION, 2021-2031 ($MILLION)
TABLE 18. RECOMMENDATION ENGINE MARKET FOR HEALTHCARE AND LIFE SCIENCE, BY REGION, 2021-2031 ($MILLION)
TABLE 19. RECOMMENDATION ENGINE MARKET FOR BFSI, BY REGION, 2021-2031 ($MILLION)
TABLE 20. RECOMMENDATION ENGINE MARKET FOR MEDIA AND ENTERTAINMENT, BY REGION, 2021-2031 ($MILLION)
TABLE 21. RECOMMENDATION ENGINE MARKET FOR OTHERS, BY REGION, 2021-2031 ($MILLION)
TABLE 22. RECOMMENDATION ENGINE MARKET, BY REGION, 2021-2031 ($MILLION)
TABLE 23. NORTH AMERICA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 24. NORTH AMERICA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 25. NORTH AMERICA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 26. NORTH AMERICA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 27. NORTH AMERICA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 28. NORTH AMERICA RECOMMENDATION ENGINE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 29. U.S. RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 30. U.S. RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 31. U.S. RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 32. U.S. RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 33. U.S. RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 34. CANADA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 35. CANADA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 36. CANADA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 37. CANADA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 38. CANADA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 39. EUROPE RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 40. EUROPE RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 41. EUROPE RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 42. EUROPE RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 43. EUROPE RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 44. EUROPE RECOMMENDATION ENGINE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 45. UK RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 46. UK RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 47. UK RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 48. UK RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 49. UK RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 50. GERMANY RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 51. GERMANY RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 52. GERMANY RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 53. GERMANY RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 54. GERMANY RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 55. FRANCE RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 56. FRANCE RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 57. FRANCE RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 58. FRANCE RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 59. FRANCE RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 60. ITALY RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 61. ITALY RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 62. ITALY RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 63. ITALY RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 64. ITALY RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 65. SPAIN RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 66. SPAIN RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 67. SPAIN RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 68. SPAIN RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 69. SPAIN RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 70. REST OF EUROPE RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 71. REST OF EUROPE RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 72. REST OF EUROPE RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 73. REST OF EUROPE RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 74. REST OF EUROPE RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 75. ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 76. ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 77. ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 78. ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 79. ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 80. ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 81. CHINA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 82. CHINA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 83. CHINA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 84. CHINA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 85. CHINA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 86. JAPAN RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 87. JAPAN RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 88. JAPAN RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 89. JAPAN RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 90. JAPAN RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 91. SOUTH KOREA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 92. SOUTH KOREA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 93. SOUTH KOREA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 94. SOUTH KOREA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 95. SOUTH KOREA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 96. INDIA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 97. INDIA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 98. INDIA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 99. INDIA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 100. INDIA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 101. AUSTRALIA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 102. AUSTRALIA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 103. AUSTRALIA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 104. AUSTRALIA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 105. AUSTRALIA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 106. REST OF ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 107. REST OF ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 108. REST OF ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 109. REST OF ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 110. REST OF ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 111. LAMEA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 112. LAMEA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 113. LAMEA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 114. LAMEA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 115. LAMEA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 116. LAMEA RECOMMENDATION ENGINE MARKET, BY COUNTRY, 2021-2031 ($MILLION)
TABLE 117. LATIN AMERICA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 118. LATIN AMERICA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 119. LATIN AMERICA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 120. LATIN AMERICA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 121. LATIN AMERICA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 122. MIDDLE EAST RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 123. MIDDLE EAST RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 124. MIDDLE EAST RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 125. MIDDLE EAST RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 126. MIDDLE EAST RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 127. AFRICA RECOMMENDATION ENGINE MARKET, BY TYPE, 2021-2031 ($MILLION)
TABLE 128. AFRICA RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021-2031 ($MILLION)
TABLE 129. AFRICA RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021-2031 ($MILLION)
TABLE 130. AFRICA RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021-2031 ($MILLION)
TABLE 131. AFRICA RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021-2031 ($MILLION)
TABLE 132. ADOBE: KEY EXECUTIVES
TABLE 133. ADOBE: COMPANY SNAPSHOT
TABLE 134. ADOBE: SERVICE SEGMENTS
TABLE 135. ADOBE: PRODUCT PORTFOLIO
TABLE 136. ADOBE: KEY STRATEGIES
TABLE 137. AMAZON WEB SERVICES: KEY EXECUTIVES
TABLE 138. AMAZON WEB SERVICES: COMPANY SNAPSHOT
TABLE 139. AMAZON WEB SERVICES: SERVICE SEGMENTS
TABLE 140. AMAZON WEB SERVICES: PRODUCT PORTFOLIO
TABLE 141. AMAZON WEB SERVICES: KEY STRATEGIES
TABLE 142. GOOGLE LLC: KEY EXECUTIVES
TABLE 143. GOOGLE LLC: COMPANY SNAPSHOT
TABLE 144. GOOGLE LLC: SERVICE SEGMENTS
TABLE 145. GOOGLE LLC: PRODUCT PORTFOLIO
TABLE 146. GOOGLE LLC: KEY STRATEGIES
TABLE 147. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: KEY EXECUTIVES
TABLE 148. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: COMPANY SNAPSHOT
TABLE 149. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: SERVICE SEGMENTS
TABLE 150. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: PRODUCT PORTFOLIO
TABLE 151. IBM CORPORATION: KEY EXECUTIVES
TABLE 152. IBM CORPORATION: COMPANY SNAPSHOT
TABLE 153. IBM CORPORATION: SERVICE SEGMENTS
TABLE 154. IBM CORPORATION: PRODUCT PORTFOLIO
TABLE 155. IBM CORPORATION: KEY STRATEGIES
TABLE 156. INTEL CORPORATION: KEY EXECUTIVES
TABLE 157. INTEL CORPORATION: COMPANY SNAPSHOT
TABLE 158. INTEL CORPORATION: SERVICE SEGMENTS
TABLE 159. INTEL CORPORATION: PRODUCT PORTFOLIO
TABLE 160. INTEL CORPORATION: KEY STRATEGIES
TABLE 161. MICROSOFT CORPORATION: KEY EXECUTIVES
TABLE 162. MICROSOFT CORPORATION: COMPANY SNAPSHOT
TABLE 163. MICROSOFT CORPORATION: SERVICE SEGMENTS
TABLE 164. MICROSOFT CORPORATION: PRODUCT PORTFOLIO
TABLE 165. MICROSOFT CORPORATION: KEY STRATEGIES
TABLE 166. ORACLE CORPORATION: KEY EXECUTIVES
TABLE 167. ORACLE CORPORATION: COMPANY SNAPSHOT
TABLE 168. ORACLE CORPORATION: PRODUCT SEGMENTS
TABLE 169. ORACLE CORPORATION: PRODUCT PORTFOLIO
TABLE 170. ORACLE CORPORATION: KEY STRATEGIES
TABLE 171. SALESFORCE, INC.: KEY EXECUTIVES
TABLE 172. SALESFORCE, INC.: COMPANY SNAPSHOT
TABLE 173. SALESFORCE, INC.: SERVICE SEGMENTS
TABLE 174. SALESFORCE, INC.: PRODUCT PORTFOLIO
TABLE 175. SALESFORCE, INC.: KEY STRATEGIES
TABLE 176. SAP SE: KEY EXECUTIVES
TABLE 177. SAP SE: COMPANY SNAPSHOT
TABLE 178. SAP SE: SERVICE SEGMENTS
TABLE 179. SAP SE: PRODUCT PORTFOLIO
TABLE 180. SAP SE: KEY STRATEGIES

FIGURE 01. RECOMMENDATION ENGINE MARKET, 2021-2031
FIGURE 02. SEGMENTATION OF RECOMMENDATION ENGINE MARKET, 2021-2031
FIGURE 03. TOP INVESTMENT POCKETS IN RECOMMENDATION ENGINE MARKET (2022-2031)
FIGURE 04. LOW BARGAINING POWER OF SUPPLIERS
FIGURE 05. LOW BARGAINING POWER OF BUYERS
FIGURE 06. LOW THREAT OF SUBSTITUTES
FIGURE 07. LOW THREAT OF NEW ENTRANTS
FIGURE 08. LOW INTENSITY OF RIVALRY
FIGURE 09. DRIVERS, RESTRAINTS AND OPPORTUNITIES: GLOBALRECOMMENDATION ENGINE MARKET
FIGURE 10. RECOMMENDATION ENGINE MARKET, BY TYPE, 2021(%)
FIGURE 11. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR COLLABORATIVE FILTERING, BY COUNTRY 2021 AND 2031(%)
FIGURE 12. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR CONTENT-BASED FILTERING, BY COUNTRY 2021 AND 2031(%)
FIGURE 13. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR HYBRID RECOMMENDATION, BY COUNTRY 2021 AND 2031(%)
FIGURE 14. RECOMMENDATION ENGINE MARKET, BY DEPLOYMENT MODEL, 2021(%)
FIGURE 15. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR ON-PREMISES, BY COUNTRY 2021 AND 2031(%)
FIGURE 16. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR CLOUD, BY COUNTRY 2021 AND 2031(%)
FIGURE 17. RECOMMENDATION ENGINE MARKET, BY ENTERPRISE SIZE, 2021(%)
FIGURE 18. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR LARGE ENTERPRISES, BY COUNTRY 2021 AND 2031(%)
FIGURE 19. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR SMALL AND MEDIUM ENTERPRISES, BY COUNTRY 2021 AND 2031(%)
FIGURE 20. RECOMMENDATION ENGINE MARKET, BY APPLICATION, 2021(%)
FIGURE 21. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR PERSONALIZED CAMPAIGNS AND CUSTOMER DELIVERY, BY COUNTRY 2021 AND 2031(%)
FIGURE 22. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR STRATEGY OPERATIONS AND PLANNING, BY COUNTRY 2021 AND 2031(%)
FIGURE 23. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR PRODUCT PLANNING AND PROACTIVE ASSET MANAGEMENT, BY COUNTRY 2021 AND 2031(%)
FIGURE 24. RECOMMENDATION ENGINE MARKET, BY INDUSTRY VERTICAL, 2021(%)
FIGURE 25. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR RETAIL AND CONSUMER GOODS, BY COUNTRY 2021 AND 2031(%)
FIGURE 26. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR IT AND TELECOM, BY COUNTRY 2021 AND 2031(%)
FIGURE 27. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR HEALTHCARE AND LIFE SCIENCE, BY COUNTRY 2021 AND 2031(%)
FIGURE 28. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR BFSI, BY COUNTRY 2021 AND 2031(%)
FIGURE 29. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR MEDIA AND ENTERTAINMENT, BY COUNTRY 2021 AND 2031(%)
FIGURE 30. COMPARATIVE SHARE ANALYSIS OF RECOMMENDATION ENGINE MARKET FOR OTHERS, BY COUNTRY 2021 AND 2031(%)
FIGURE 31. RECOMMENDATION ENGINE MARKET BY REGION, 2021
FIGURE 32. U.S. RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 33. CANADA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 34. UK RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 35. GERMANY RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 36. FRANCE RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 37. ITALY RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 38. SPAIN RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 39. REST OF EUROPE RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 40. CHINA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 41. JAPAN RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 42. SOUTH KOREA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 43. INDIA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 44. AUSTRALIA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 45. REST OF ASIA-PACIFIC RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 46. LATIN AMERICA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 47. MIDDLE EAST RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 48. AFRICA RECOMMENDATION ENGINE MARKET, 2021-2031 ($MILLION)
FIGURE 49. TOP WINNING STRATEGIES, BY YEAR
FIGURE 50. TOP WINNING STRATEGIES, BY DEVELOPMENT
FIGURE 51. TOP WINNING STRATEGIES, BY COMPANY
FIGURE 52. PRODUCT MAPPING OF TOP 10 PLAYERS
FIGURE 53. COMPETITIVE DASHBOARD
FIGURE 54. COMPETITIVE HEATMAP: RECOMMENDATION ENGINE MARKET
FIGURE 55. TOP PLAYER POSITIONING, 2021
FIGURE 56. ADOBE: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 57. ADOBE: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021 ($MILLION)
FIGURE 58. ADOBE: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 59. ADOBE: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 60. AMAZON WEB SERVICES: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 61. AMAZON WEB SERVICES: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 62. AMAZON WEB SERVICES: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 63. GOOGLE LLC: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 64. GOOGLE LLC: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 65. GOOGLE LLC: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 66. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 67. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021
FIGURE 68. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: REVENUE SHARE BY SEGMENT, 2021 (%)
FIGURE 69. HEWLETT PACKARD ENTERPRISE DEVELOPMENT LP: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 70. IBM CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 71. IBM CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2019-2021
FIGURE 72. IBM CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 73. IBM CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 74. INTEL CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 75. INTEL CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 76. INTEL CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 77. INTEL CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 78. MICROSOFT CORPORATION.: NET REVENUE, 2020-2022 ($BILLION)
FIGURE 79. MICROSOFT CORPORATION.: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($BILLION)
FIGURE 80. MICROSOFT CORPORATION.: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 81. MICROSOFT CORPORATION.: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 82. ORACLE CORPORATION: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 83. ORACLE CORPORATION: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 84. ORACLE CORPORATION: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 85. ORACLE CORPORATION: REVENUE SHARE BY REGION, 2022 (%)
FIGURE 86. SALESFORCE, INC.: NET REVENUE, 2019-2021 ($MILLION)
FIGURE 87. SALESFORCE, INC.: REVENUE SHARE BY REGION, 2021 (%)
FIGURE 88. SAP SE: NET REVENUE, 2020-2022 ($MILLION)
FIGURE 89. SAP SE: RESEARCH & DEVELOPMENT EXPENDITURE, 2020-2022 ($MILLION)
FIGURE 90. SAP SE: REVENUE SHARE BY SEGMENT, 2022 (%)
FIGURE 91. SAP SE: REVENUE SHARE BY REGION, 2022 (%)