This report aims to provide a comprehensive presentation of the global market for Recommendation Engine, with both quantitative and qualitative analysis, to help readers develop business/growth strategies, assess the market competitive situation, analyze their position in the current marketplace, and make informed business decisions regarding Recommendation Engine. This report contains market size and forecasts of Recommendation Engine in global, including the following market information:
Global Recommendation Engine Market Revenue, 2018-2023, 2024-2029, ($ millions)
Global top five companies in 2022 (%)
The global Recommendation Engine market was valued at US$ 2200.2 million in 2022 and is projected to reach US$ 15360 million by 2029, at a CAGR of 32.0% during the forecast period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.
The U.S. Market is Estimated at $ Million in 2022, While China is to reach $ Million.
Collaborative Filtering Segment to Reach $ Million by 2029, with a % CAGR in next six years.
The global key manufacturers of Recommendation Engine include IBM, Google, AWS, Microsoft, Salesforce, Sentient Technologies, HPE, Oracle and Intel, etc. in 2022, the global top five players have a share approximately % in terms of revenue.
We surveyed the Recommendation Engine companies, and industry experts on this industry, involving the revenue, demand, product type, recent developments and plans, industry trends, drivers, challenges, obstacles, and potential risks.
Total Market by Segment:
Global Recommendation Engine Market, by Type, 2018-2023, 2024-2029 ($ millions)
Global Recommendation Engine Market Segment Percentages, by Type, 2022 (%)
Collaborative Filtering
Content-based Filtering
Hybrid Recommendation
Global Recommendation Engine Market, by Application, 2018-2023, 2024-2029 ($ millions)
Global Recommendation Engine Market Segment Percentages, by Application, 2022 (%)
Manufacturing
Healthcare
BFSI
Media and entertainment
Transportation
Others
Global Recommendation Engine Market, By Region and Country, 2018-2023, 2024-2029 ($ Millions)
Global Recommendation Engine Market Segment Percentages, By Region and Country, 2022 (%)
North America
US
Canada
Mexico
Europe
Germany
France
U.K.
Italy
Russia
Nordic Countries
Benelux
Rest of Europe
Asia
China
Japan
South Korea
Southeast Asia
India
Rest of Asia
South America
Brazil
Argentina
Rest of South America
Middle East & Africa
Turkey
Israel
Saudi Arabia
UAE
Rest of Middle East & Africa
Competitor Analysis
The report also provides analysis of leading market participants including:
Key companies Recommendation Engine revenues in global market, 2018-2023 (estimated), ($ millions)
Key companies Recommendation Engine revenues share in global market, 2022 (%)
Further, the report presents profiles of competitors in the market, key players include:
IBM
Google
AWS
Microsoft
Salesforce
Sentient Technologies
HPE
Oracle
Intel
SAP
Fuzzy.AI
Infinite Analytics
Outline of Major Chapters:
Chapter 1: Introduces the definition of Recommendation Engine, market overview.
Chapter 2: Global Recommendation Engine market size in revenue.
Chapter 3: Detailed analysis of Recommendation Engine company competitive landscape, revenue and market share, latest development plan, merger, and acquisition information, etc.
Chapter 4: Provides the analysis of various market segments by type, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different market segments.
Chapter 5: Provides the analysis of various market segments by application, covering the market size and development potential of each market segment, to help readers find the blue ocean market in different downstream markets.
Chapter 6: Sales of Recommendation Engine in regional level and country level. It provides a quantitative analysis of the market size and development potential of each region and its main countries and introduces the market development, future development prospects, market space of each country in the world.
Chapter 7: Provides profiles of key players, introducing the basic situation of the main companies in the market in detail, including product sales, revenue, price, gross margin, product introduction, recent development, etc.
Chapter 8: The main points and conclusions of the report.
TABLE OF CONTENTS
1 Introduction to Research & Analysis Reports
1.1 Recommendation Engine Market Definition
1.2 Market Segments
1.2.1 Market by Type
1.2.2 Market by Application
1.3 Global Recommendation Engine Market Overview
1.4 Features & Benefits of This Report
1.5 Methodology & Sources of Information
1.5.1 Research Methodology
1.5.2 Research Process
1.5.3 Base Year
1.5.4 Report Assumptions & Caveats
2 Global Recommendation Engine Overall Market Size
2.1 Global Recommendation Engine Market Size: 2022 VS 2029
2.2 Global Recommendation Engine Market Size, Prospects & Forecasts: 2018-2029
2.3 Key Market Trends, Opportunity, Drivers and Restraints
2.3.1 Market Opportunities & Trends
2.3.2 Market Drivers
2.3.3 Market Restraints
3 Company Landscape
3.1 Top Recommendation Engine Players in Global Market
3.2 Top Global Recommendation Engine Companies Ranked by Revenue
3.3 Global Recommendation Engine Revenue by Companies
3.4 Top 3 and Top 5 Recommendation Engine Companies in Global Market, by Revenue in 2022
3.5 Global Companies Recommendation Engine Product Type
3.6 Tier 1, Tier 2 and Tier 3 Recommendation Engine Players in Global Market
3.6.1 List of Global Tier 1 Recommendation Engine Companies
3.6.2 List of Global Tier 2 and Tier 3 Recommendation Engine Companies
4 Market Sights by Product
4.1 Overview
4.1.1 By Type - Global Recommendation Engine Market Size Markets, 2022 & 2029
4.1.2 Collaborative Filtering
4.1.3 Content-based Filtering
4.1.4 Hybrid Recommendation
4.2 By Type - Global Recommendation Engine Revenue & Forecasts
4.2.1 By Type - Global Recommendation Engine Revenue, 2018-2023
4.2.2 By Type - Global Recommendation Engine Revenue, 2024-2029
4.2.3 By Type - Global Recommendation Engine Revenue Market Share, 2018-2029
5 Sights by Application
5.1 Overview
5.1.1 By Application - Global Recommendation Engine Market Size, 2022 & 2029
5.1.2 Manufacturing
5.1.3 Healthcare
5.1.4 BFSI
5.1.5 Media and entertainment
5.1.6 Transportation
5.1.7 Others
5.2 By Application - Global Recommendation Engine Revenue & Forecasts
5.2.1 By Application - Global Recommendation Engine Revenue, 2018-2023
5.2.2 By Application - Global Recommendation Engine Revenue, 2024-2029
5.2.3 By Application - Global Recommendation Engine Revenue Market Share, 2018-2029
6 Sights by Region
6.1 By Region - Global Recommendation Engine Market Size, 2022 & 2029
6.2 By Region - Global Recommendation Engine Revenue & Forecasts
6.2.1 By Region - Global Recommendation Engine Revenue, 2018-2023
6.2.2 By Region - Global Recommendation Engine Revenue, 2024-2029
6.2.3 By Region - Global Recommendation Engine Revenue Market Share, 2018-2029
6.3 North America
6.3.1 By Country - North America Recommendation Engine Revenue, 2018-2029
6.3.2 US Recommendation Engine Market Size, 2018-2029
6.3.3 Canada Recommendation Engine Market Size, 2018-2029
6.3.4 Mexico Recommendation Engine Market Size, 2018-2029
6.4 Europe
6.4.1 By Country - Europe Recommendation Engine Revenue, 2018-2029
6.4.2 Germany Recommendation Engine Market Size, 2018-2029
6.4.3 France Recommendation Engine Market Size, 2018-2029
6.4.4 U.K. Recommendation Engine Market Size, 2018-2029
6.4.5 Italy Recommendation Engine Market Size, 2018-2029
6.4.6 Russia Recommendation Engine Market Size, 2018-2029
6.4.7 Nordic Countries Recommendation Engine Market Size, 2018-2029
6.4.8 Benelux Recommendation Engine Market Size, 2018-2029
6.5 Asia
6.5.1 By Region - Asia Recommendation Engine Revenue, 2018-2029
6.5.2 China Recommendation Engine Market Size, 2018-2029
6.5.3 Japan Recommendation Engine Market Size, 2018-2029
6.5.4 South Korea Recommendation Engine Market Size, 2018-2029
6.5.5 Southeast Asia Recommendation Engine Market Size, 2018-2029
6.5.6 India Recommendation Engine Market Size, 2018-2029
6.6 South America
6.6.1 By Country - South America Recommendation Engine Revenue, 2018-2029
6.6.2 Brazil Recommendation Engine Market Size, 2018-2029
6.6.3 Argentina Recommendation Engine Market Size, 2018-2029
6.7 Middle East & Africa
6.7.1 By Country - Middle East & Africa Recommendation Engine Revenue, 2018-2029
6.7.2 Turkey Recommendation Engine Market Size, 2018-2029
6.7.3 Israel Recommendation Engine Market Size, 2018-2029
6.7.4 Saudi Arabia Recommendation Engine Market Size, 2018-2029
6.7.5 UAE Recommendation Engine Market Size, 2018-2029
7 Recommendation Engine Companies Profiles
7.1 IBM
7.1.1 IBM Company Summary
7.1.2 IBM Business Overview
7.1.3 IBM Recommendation Engine Major Product Offerings
7.1.4 IBM Recommendation Engine Revenue in Global Market (2018-2023)
7.1.5 IBM Key News & Latest Developments
7.2 Google
7.2.1 Google Company Summary
7.2.2 Google Business Overview
7.2.3 Google Recommendation Engine Major Product Offerings
7.2.4 Google Recommendation Engine Revenue in Global Market (2018-2023)
7.2.5 Google Key News & Latest Developments
7.3 AWS
7.3.1 AWS Company Summary
7.3.2 AWS Business Overview
7.3.3 AWS Recommendation Engine Major Product Offerings
7.3.4 AWS Recommendation Engine Revenue in Global Market (2018-2023)
7.3.5 AWS Key News & Latest Developments
7.4 Microsoft
7.4.1 Microsoft Company Summary
7.4.2 Microsoft Business Overview
7.4.3 Microsoft Recommendation Engine Major Product Offerings
7.4.4 Microsoft Recommendation Engine Revenue in Global Market (2018-2023)
7.4.5 Microsoft Key News & Latest Developments
7.5 Salesforce
7.5.1 Salesforce Company Summary
7.5.2 Salesforce Business Overview
7.5.3 Salesforce Recommendation Engine Major Product Offerings
7.5.4 Salesforce Recommendation Engine Revenue in Global Market (2018-2023)
7.5.5 Salesforce Key News & Latest Developments
7.6 Sentient Technologies
7.6.1 Sentient Technologies Company Summary
7.6.2 Sentient Technologies Business Overview
7.6.3 Sentient Technologies Recommendation Engine Major Product Offerings
7.6.4 Sentient Technologies Recommendation Engine Revenue in Global Market (2018-2023)
7.6.5 Sentient Technologies Key News & Latest Developments
7.7 HPE
7.7.1 HPE Company Summary
7.7.2 HPE Business Overview
7.7.3 HPE Recommendation Engine Major Product Offerings
7.7.4 HPE Recommendation Engine Revenue in Global Market (2018-2023)
7.7.5 HPE Key News & Latest Developments
7.8 Oracle
7.8.1 Oracle Company Summary
7.8.2 Oracle Business Overview
7.8.3 Oracle Recommendation Engine Major Product Offerings
7.8.4 Oracle Recommendation Engine Revenue in Global Market (2018-2023)
7.8.5 Oracle Key News & Latest Developments
7.9 Intel
7.9.1 Intel Company Summary
7.9.2 Intel Business Overview
7.9.3 Intel Recommendation Engine Major Product Offerings
7.9.4 Intel Recommendation Engine Revenue in Global Market (2018-2023)
7.9.5 Intel Key News & Latest Developments
7.10 SAP
7.10.1 SAP Company Summary
7.10.2 SAP Business Overview
7.10.3 SAP Recommendation Engine Major Product Offerings
7.10.4 SAP Recommendation Engine Revenue in Global Market (2018-2023)
7.10.5 SAP Key News & Latest Developments
7.11 Fuzzy.AI
7.11.1 Fuzzy.AI Company Summary
7.11.2 Fuzzy.AI Business Overview
7.11.3 Fuzzy.AI Recommendation Engine Major Product Offerings
7.11.4 Fuzzy.AI Recommendation Engine Revenue in Global Market (2018-2023)
7.11.5 Fuzzy.AI Key News & Latest Developments
7.12 Infinite Analytics
7.12.1 Infinite Analytics Company Summary
7.12.2 Infinite Analytics Business Overview
7.12.3 Infinite Analytics Recommendation Engine Major Product Offerings
7.12.4 Infinite Analytics Recommendation Engine Revenue in Global Market (2018-2023)
7.12.5 Infinite Analytics Key News & Latest Developments
8 Conclusion
9 Appendix
9.1 Note
9.2 Examples of Clients
9.3 Disclaimer
LIST OF TABLES & FIGURES
List of Tables
Table 1. Recommendation Engine Market Opportunities & Trends in Global Market
Table 2. Recommendation Engine Market Drivers in Global Market
Table 3. Recommendation Engine Market Restraints in Global Market
Table 4. Key Players of Recommendation Engine in Global Market
Table 5. Top Recommendation Engine Players in Global Market, Ranking by Revenue (2022)
Table 6. Global Recommendation Engine Revenue by Companies, (US$, Mn), 2018-2023
Table 7. Global Recommendation Engine Revenue Share by Companies, 2018-2023
Table 8. Global Companies Recommendation Engine Product Type
Table 9. List of Global Tier 1 Recommendation Engine Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 10. List of Global Tier 2 and Tier 3 Recommendation Engine Companies, Revenue (US$, Mn) in 2022 and Market Share
Table 11. By Type ? Global Recommendation Engine Revenue, (US$, Mn), 2022 & 2029
Table 12. By Type - Recommendation Engine Revenue in Global (US$, Mn), 2018-2023
Table 13. By Type - Recommendation Engine Revenue in Global (US$, Mn), 2024-2029
Table 14. By Application ? Global Recommendation Engine Revenue, (US$, Mn), 2022 & 2029
Table 15. By Application - Recommendation Engine Revenue in Global (US$, Mn), 2018-2023
Table 16. By Application - Recommendation Engine Revenue in Global (US$, Mn), 2024-2029
Table 17. By Region ? Global Recommendation Engine Revenue, (US$, Mn), 2022 & 2029
Table 18. By Region - Global Recommendation Engine Revenue (US$, Mn), 2018-2023
Table 19. By Region - Global Recommendation Engine Revenue (US$, Mn), 2024-2029
Table 20. By Country - North America Recommendation Engine Revenue, (US$, Mn), 2018-2023
Table 21. By Country - North America Recommendation Engine Revenue, (US$, Mn), 2024-2029
Table 22. By Country - Europe Recommendation Engine Revenue, (US$, Mn), 2018-2023
Table 23. By Country - Europe Recommendation Engine Revenue, (US$, Mn), 2024-2029
Table 24. By Region - Asia Recommendation Engine Revenue, (US$, Mn), 2018-2023
Table 25. By Region - Asia Recommendation Engine Revenue, (US$, Mn), 2024-2029
Table 26. By Country - South America Recommendation Engine Revenue, (US$, Mn), 2018-2023
Table 27. By Country - South America Recommendation Engine Revenue, (US$, Mn), 2024-2029
Table 28. By Country - Middle East & Africa Recommendation Engine Revenue, (US$, Mn), 2018-2023
Table 29. By Country - Middle East & Africa Recommendation Engine Revenue, (US$, Mn), 2024-2029
Table 30. IBM Company Summary
Table 31. IBM Recommendation Engine Product Offerings
Table 32. IBM Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 33. IBM Key News & Latest Developments
Table 34. Google Company Summary
Table 35. Google Recommendation Engine Product Offerings
Table 36. Google Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 37. Google Key News & Latest Developments
Table 38. AWS Company Summary
Table 39. AWS Recommendation Engine Product Offerings
Table 40. AWS Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 41. AWS Key News & Latest Developments
Table 42. Microsoft Company Summary
Table 43. Microsoft Recommendation Engine Product Offerings
Table 44. Microsoft Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 45. Microsoft Key News & Latest Developments
Table 46. Salesforce Company Summary
Table 47. Salesforce Recommendation Engine Product Offerings
Table 48. Salesforce Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 49. Salesforce Key News & Latest Developments
Table 50. Sentient Technologies Company Summary
Table 51. Sentient Technologies Recommendation Engine Product Offerings
Table 52. Sentient Technologies Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 53. Sentient Technologies Key News & Latest Developments
Table 54. HPE Company Summary
Table 55. HPE Recommendation Engine Product Offerings
Table 56. HPE Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 57. HPE Key News & Latest Developments
Table 58. Oracle Company Summary
Table 59. Oracle Recommendation Engine Product Offerings
Table 60. Oracle Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 61. Oracle Key News & Latest Developments
Table 62. Intel Company Summary
Table 63. Intel Recommendation Engine Product Offerings
Table 64. Intel Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 65. Intel Key News & Latest Developments
Table 66. SAP Company Summary
Table 67. SAP Recommendation Engine Product Offerings
Table 68. SAP Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 69. SAP Key News & Latest Developments
Table 70. Fuzzy.AI Company Summary
Table 71. Fuzzy.AI Recommendation Engine Product Offerings
Table 72. Fuzzy.AI Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 73. Fuzzy.AI Key News & Latest Developments
Table 74. Infinite Analytics Company Summary
Table 75. Infinite Analytics Recommendation Engine Product Offerings
Table 76. Infinite Analytics Recommendation Engine Revenue (US$, Mn) & (2018-2023)
Table 77. Infinite Analytics Key News & Latest Developments
List of Figures
Figure 1. Recommendation Engine Segment by Type in 2022
Figure 2. Recommendation Engine Segment by Application in 2022
Figure 3. Global Recommendation Engine Market Overview: 2022
Figure 4. Key Caveats
Figure 5. Global Recommendation Engine Market Size: 2022 VS 2029 (US$, Mn)
Figure 6. Global Recommendation Engine Revenue, 2018-2029 (US$, Mn)
Figure 7. The Top 3 and 5 Players Market Share by Recommendation Engine Revenue in 2022
Figure 8. By Type - Global Recommendation Engine Revenue Market Share, 2018-2029
Figure 9. By Application - Global Recommendation Engine Revenue Market Share, 2018-2029
Figure 10. By Type - Global Recommendation Engine Revenue, (US$, Mn), 2022 & 2029
Figure 11. By Type - Global Recommendation Engine Revenue Market Share, 2018-2029
Figure 12. By Application - Global Recommendation Engine Revenue, (US$, Mn), 2022 & 2029
Figure 13. By Application - Global Recommendation Engine Revenue Market Share, 2018-2029
Figure 14. By Region - Global Recommendation Engine Revenue Market Share, 2018-2029
Figure 15. By Country - North America Recommendation Engine Revenue Market Share, 2018-2029
Figure 16. US Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 17. Canada Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 18. Mexico Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 19. By Country - Europe Recommendation Engine Revenue Market Share, 2018-2029
Figure 20. Germany Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 21. France Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 22. U.K. Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 23. Italy Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 24. Russia Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 25. Nordic Countries Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 26. Benelux Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 27. By Region - Asia Recommendation Engine Revenue Market Share, 2018-2029
Figure 28. China Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 29. Japan Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 30. South Korea Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 31. Southeast Asia Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 32. India Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 33. By Country - South America Recommendation Engine Revenue Market Share, 2018-2029
Figure 34. Brazil Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 35. Argentina Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 36. By Country - Middle East & Africa Recommendation Engine Revenue Market Share, 2018-2029
Figure 37. Turkey Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 38. Israel Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 39. Saudi Arabia Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 40. UAE Recommendation Engine Revenue, (US$, Mn), 2018-2029
Figure 41. IBM Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 42. Google Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 43. AWS Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 44. Microsoft Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 45. Salesforce Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 46. Sentient Technologies Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 47. HPE Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 48. Oracle Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 49. Intel Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 50. SAP Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 51. Fuzzy.AI Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
Figure 52. Infinite Analytics Recommendation Engine Revenue Year Over Year Growth (US$, Mn) & (2018-2023)
