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Asia Pacific, North America, Europe, Latin America, and Rest of the World are the key regions considered for the regional analysis of global recommendation engine market. The rapid adoption of advanced technologies and rise in government support for emerging technologies in makes the North America the leading region across the world in terms of market share. Whereas Asia Pacific is also anticipated to exhibit the highest growth rate over the forecast period 2021-2027, due to rising penetration of e-commerce, an upsurge in online shopping transactions, and an increase in the number of Over the Top (OTT) in the region.
Major market player included in this report are:
IBM
AWS
Microsoft
Salesforce
Sentient Technologies
HPE
Oracle
Intel
SAP
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming eight years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within each of the regions and countries involved in the study. Furthermore, the report also caters the detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, the report shall also incorporate available opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:
By Product Type:
Collaborative Filtering
Content-based Filtering
Hybrid Recommendation
By Deployment :
On-premise
Cloud
By Application:
Personalized Campaigns and Customer Delivery
Strategy Operations and Planning
Product Planning and Proactive Asset Management
By organization:
SMEs
Large enterprises
By End Use:
Information Technology
Healthcare
Retail
BFSI
Media & Entertainment
Others
By Region:
North America
U.S.
Canada
Europe
UK
Germany
France
Spain
Italy
ROE
Asia Pacific
China
India
Japan
Australia
South Korea
RoAPAC
Latin America
Brazil
Mexico
Rest of the World
Furthermore, years considered for the study are as follows:
Historical year – 2018, 2019
Base year – 2020
Forecast period – 2021 to 2027.
Target Audience of the Global Recommendation Engine Market in Market Study:
Key Consulting Companies & Advisors
Large, medium-sized, and small enterprises
Venture capitalists
Value-Added Resellers (VARs)
Third-party knowledge providers
Investment bankers
Investors
1.1. Market Snapshot
1.2. Global & Segmental Market Estimates & Forecasts, 2019-2027 (USD Billion)
1.2.1. Recommendation Engine Market , by Region, 2019-2027 (USD Billion)
1.2.2. Recommendation Engine Market , by Product Type, 2019-2027 (USD Billion)
1.2.3. Recommendation Engine Market , by Deployment , 2019-2027 (USD Billion)
1.2.4. Recommendation Engine Market , by Application, 2019-2027 (USD Billion)
1.2.5. Recommendation Engine Market, by Organization, 2019-2027 (USD Billion)
1.3. Key Trends
1.4. Estimation Methodology
1.5. Research Assumption
Chapter 2. Global Recommendation Engine Market Definition and Scope
2.1. Objective of the Study
2.2. Market Definition & Scope
2.2.1. Scope of the Study
2.2.2. Industry Evolution
2.3. Years Considered for the Study
2.4. Currency Conversion Rates
Chapter 3. Global Recommendation Engine Market Dynamics
3.1. Recommendation Engine Market Impact Analysis (2019-2027)
3.1.1. Market Drivers
3.1.1.1. Growing adoption of digital technologies among organizations
3.1.1.2. Increase in need to enhance customer experience
3.1.2. Market Restraint
3.1.2.1. Increase in concerns over the customers' personal information
3.1.3. Market Opportunities
3.1.3.1. Advancements in data analytics
Chapter 4. Global Recommendation Engine Market Industry Analysis
4.1. Porter’s 5 Force Model
4.1.1. Bargaining Power of Suppliers
4.1.2. Bargaining Power of Buyers
4.1.3. Threat of New Entrants
4.1.4. Threat of Substitutes
4.1.5. Competitive Rivalry
4.1.6. Futuristic Approach to Porter’s 5 Force Model (2018-2027)
4.2. PEST Analysis
4.2.1. Political
4.2.2. Economical
4.2.3. Social
4.2.4. Technological
4.3. Investment Adoption Model
4.4. Analyst Recommendation & Conclusion
Chapter 5. Global Recommendation Engine Market , by Product Type
5.1. Market Snapshot
5.2. Global Recommendation Engine Market by Product Type, Performance - Potential Analysis
5.3. Global Recommendation Engine Market Estimates & Forecasts by Product Type 2018-2027 (USD Billion)
5.4. Recommendation Engine Market , Sub Segment Analysis
5.4.1. Collaborative Filtering
5.4.2. Content-based Filtering
5.4.3. Hybrid Recommendation
Chapter 6. Global Recommendation Engine Market , by Deployment
a. Market Snapshot
6.1. Global Recommendation Engine Market by Deployment , Performance - Potential Analysis
6.2. Global Recommendation Engine Market Estimates & Forecasts by Deployment 2018-2027 (USD Billion)
6.3. Recommendation Engine Market , Sub Segment Analysis
6.3.1. On-premise
6.3.2. Cloud
Chapter 7. Global Recommendation Engine Market , by Application
b. Market Snapshot
7.1. Global Recommendation Engine Market by Application, Performance - Potential Analysis
7.2. Global Recommendation Engine Market Estimates & Forecasts by Application 2018-2027 (USD Billion)
7.3. Recommendation Engine Market , Sub Segment Analysis
7.3.1. Personalized Campaigns and Customer Delivery
7.3.2. Strategy Operations and Planning
7.3.3. Product Planning and Proactive Asset Management
Chapter 8. Global Recommendation Engine Market , by Organization
c. Market Snapshot
8.1. Global Recommendation Engine Market by Deployment , Performance - Potential Analysis
8.2. Global Recommendation Engine Market Estimates & Forecasts by Deployment 2018-2027 (USD Billion)
8.3. Recommendation Engine Market , Sub Segment Analysis
8.3.1. SMEs
8.3.2. Large Enterprises
Chapter 9. Global Recommendation Engine Market , by End-use
d. Market Snapshot
9.1. Global Recommendation Engine Market by Deployment , Performance - Potential Analysis
9.2. Global Recommendation Engine Market Estimates & Forecasts by Deployment 2018-2027 (USD Billion)
9.3. Recommendation Engine Market , Sub Segment Analysis
9.3.1. Information Technology
9.3.2. Healthcare
9.3.3. Retail
9.3.4. BFSI
9.3.5. Media & Entertainment
9.3.6. Others
Chapter 10. Global Recommendation Engine Market , Regional Analysis
10.1. Recommendation Engine Market , Regional Market Snapshot
10.2. North America Recommendation Engine Market
10.2.1. U.S. Recommendation Engine Market
10.2.1.1. Product Type breakdown estimates & forecasts, 2018-2027
10.2.1.2. Deployment breakdown estimates & forecasts, 2018-2027
10.2.1.3. Application breakdown estimates & forecasts, 2018-2027
10.2.1.4. Organization breakdown estimates & forecasts, 2018-2027
10.2.1.5. End Use breakdown estimates & forecasts, 2018-2027
10.2.2. Canada Recommendation Engine Market
10.3. Europe Recommendation Engine Market Snapshot
10.3.1. U.K. Recommendation Engine Market
10.3.2. Germany Recommendation Engine Market
10.3.3. France Recommendation Engine Market
10.3.4. Spain Recommendation Engine Market
10.3.5. Italy Recommendation Engine Market
10.3.6. Rest of Europe Recommendation Engine Market
10.4. Asia-Pacific Recommendation Engine Market Snapshot
10.4.1. China Recommendation Engine Market
10.4.2. India Recommendation Engine Market
10.4.3. Japan Recommendation Engine Market
10.4.4. Australia Recommendation Engine Market
10.4.5. South Korea Recommendation Engine Market
10.4.6. Rest of Asia Pacific Recommendation Engine Market
10.5. Latin America Recommendation Engine Market Snapshot
10.5.1. Brazil Recommendation Engine Market
10.5.2. Mexico Recommendation Engine Market
10.6. Rest of The World Recommendation Engine Market
Chapter 11. Competitive Intelligence
11.1. Top Market Strategies
11.2. Company Profiles
11.2.1. IBM
11.2.1.1. Key Information
11.2.1.2. Overview
11.2.1.3. Financial (Subject to Data Availability)
11.2.1.4. Product Summary
11.2.1.5. Recent Developments
11.2.2. Google
11.2.3. AWS
11.2.4. Microsoft
11.2.5. Salesforce
11.2.6. Sentient Technologies
11.2.7. HPE
11.2.8. Oracle
11.2.9. Intel
11.2.10. SAP
Chapter 12. Research Process
12.1. Research Process
12.1.1. Data Mining
12.1.2. Analysis
12.1.3. Market Estimation
12.1.4. Validation
12.1.5. Publishing
12.2. Research Attributes
12.3. Research Assumption
TABLE 2. Global Recommendation Engine Market , report scope
TABLE 3. Global Recommendation Engine Market estimates & forecasts by region 2018-2027 (USD Billion)
TABLE 4. Global Recommendation Engine Market estimates & forecasts by Product Type 2018-2027 (USD Billion)
TABLE 5. Global Recommendation Engine Market estimates & forecasts by Deployment 2018-2027 (USD Billion)
TABLE 6. Global Recommendation Engine Market estimates & forecasts by Application 2018-2027 (USD Billion)
TABLE 7. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 8. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 9. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 10. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 11. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 12. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 13. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 14. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 15. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 16. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 17. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 18. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 19. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 20. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 21. Global Recommendation Engine Market by segment, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 22. Global Recommendation Engine Market by region, estimates & forecasts, 2018-2027 (USD Billion)
TABLE 23. U.S. Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 24. U.S. Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 25. U.S. Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 26. Canada Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 27. Canada Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 28. Canada Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 29. UK Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 30. UK Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 31. UK Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 32. Germany Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 33. Germany Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 34. Germany Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 35. France Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 36. France Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 37. France Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 38. Spain Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 39. Spain Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 40. Spain Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 41. Italy Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 42. Italy Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 43. Italy Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 44. ROE Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 45. ROE Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 46. ROE Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 47. China Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 48. China Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 49. China Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 50. India Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 51. India Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 52. India Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 53. Japan Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 54. Japan Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 55. Japan Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 56. Australia Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 57. Australia Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 58. Australia Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 59. South Korea Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 60. South Korea Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 61. South Korea Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 62. ROPAC Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 63. ROPAC Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 64. ROPAC Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 65. Brazil Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 66. Brazil Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 67. Brazil Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 68. Mexico Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 69. Mexico Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 70. Mexico Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 71. ROLA Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 72. ROLA Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 73. ROLA Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 74. ROW Recommendation Engine Market estimates & forecasts, 2018-2027 (USD Billion)
TABLE 75. ROW Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 76. ROW Recommendation Engine Market estimates & forecasts by segment 2018-2027 (USD Billion)
TABLE 77. List of secondary sources used in the study of global Recommendation Engine Market .
TABLE 78. List of primary sources used in the study of global Recommendation Engine Market .
TABLE 79. Years considered for the study.
TABLE 80. Exchange rates considered.
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