Global Recommendation Engine Market Size, Status and Forecast 2025
This report studies the global Recommendation Engine market size, industry status and forecast, competition landscape and growth opportunity. This research report categorizes the global Recommendation Engine market by companies, region, type and end-use industry.
A recommendation engine, also known as a recommender system, is software that analyzes available data to make suggestions for something that a website user might be interested in, such as a book, a video or a job, among other possibilities.
North America is expected to be the largest revenue-generating region, as there is a high focus on innovations in the US and Canada. These countries have the most competitive and rapidly changing market across the globe. APAC is expected to be the fastest-growing region in the market. Moreover, APAC is expected to be the highly potential market due to rise in the eCommerce market and enormous growth of data across all end-users.
In 2017, the global Recommendation Engine market size was xx million US$ and it is expected to reach xx million US$ by the end of 2025, with a CAGR of xx% during 2018-2025.
This report focuses on the global top players, covered
IBM
Google
AWS
Microsoft
Salesforce
Sentient Technologies
HPE
Oracle
Intel
SAP
Market segment by Regions/Countries, this report covers
United States
Europe
China
Japan
Southeast Asia
India
Market segment by Type, the product can be split into
Collaborative filtering
Content-based filtering
Hybrid recommendation
Market segment by Application, split into
Manufacturing
Healthcare
BFSI
Media and entertainment
Transportation
Others
The study objectives of this report are:
To study and forecast the market size of Recommendation Engine in global market.
To analyze the global key players, SWOT analysis, value and global market share for top players.
To define, describe and forecast the market by type, end use and region.
To analyze and compare the market status and forecast between China and major regions, namely, United States, Europe, China, Japan, Southeast Asia, India and Rest of World.
To analyze the global key regions market potential and advantage, opportunity and challenge, restraints and risks.
To identify significant trends and factors driving or inhibiting the market growth.
To analyze the opportunities in the market for stakeholders by identifying the high growth segments.
To strategically analyze each submarket with respect to individual growth trend and their contribution to the market
To analyze competitive developments such as expansions, agreements, new product launches, and acquisitions in the market
To strategically profile the key players and comprehensively analyze their growth strategies.
In this study, the years considered to estimate the market size of Recommendation Engine are as follows:
History Year: 2013-2017
Base Year: 2017
Estimated Year: 2018
Forecast Year 2018 to 2025
For the data information by region, company, type and application, 2017 is considered as the base year. Whenever data information was unavailable for the base year, the prior year has been considered.
Key Stakeholders
Recommendation Engine Manufacturers
Recommendation Engine Distributors/Traders/Wholesalers
Recommendation Engine Subcomponent Manufacturers
Industry Association
Downstream Vendors
Available Customizations
With the given market data, QYResearch offers customizations according to the company's specific needs. The following customization options are available for the report:
Regional and country-level analysis of the Recommendation Engine market, by end-use.
Detailed analysis and profiles of additional market players.
Global Recommendation Engine Market Size, Status and Forecast 2025
1 Industry Overview of Recommendation Engine
1.1 Recommendation Engine Market Overview
1.1.1 Recommendation Engine Product Scope
1.1.2 Market Status and Outlook
1.2 Global Recommendation Engine Market Size and Analysis by Regions (2013-2018)
1.2.1 United States
1.2.2 Europe
1.2.3 China
1.2.4 Japan
1.2.5 Southeast Asia
1.2.6 India
1.3 Recommendation Engine Market by Type
1.3.1 Collaborative filtering
1.3.2 Content-based filtering
1.3.3 Hybrid recommendation
1.4 Recommendation Engine Market by End Users/Application
1.4.1 Manufacturing
1.4.2 Healthcare
1.4.3 BFSI
1.4.4 Media and entertainment
1.4.5 Transportation
1.4.6 Others
2 Global Recommendation Engine Competition Analysis by Players
2.1 Recommendation Engine Market Size (Value) by Players (2013-2018)
2.2 Competitive Status and Trend
2.2.1 Market Concentration Rate
2.2.2 Product/Service Differences
2.2.3 New Entrants
2.2.4 The Technology Trends in Future
3 Company (Top Players) Profiles
3.1 IBM
3.1.1 Company Profile
3.1.2 Main Business/Business Overview
3.1.3 Products, Services and Solutions
3.1.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.2 Google
3.2.1 Company Profile
3.2.2 Main Business/Business Overview
3.2.3 Products, Services and Solutions
3.2.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.3 AWS
3.3.1 Company Profile
3.3.2 Main Business/Business Overview
3.3.3 Products, Services and Solutions
3.3.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.4 Microsoft
3.4.1 Company Profile
3.4.2 Main Business/Business Overview
3.4.3 Products, Services and Solutions
3.4.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.5 Salesforce
3.5.1 Company Profile
3.5.2 Main Business/Business Overview
3.5.3 Products, Services and Solutions
3.5.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.6 Sentient Technologies
3.6.1 Company Profile
3.6.2 Main Business/Business Overview
3.6.3 Products, Services and Solutions
3.6.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.7 HPE
3.7.1 Company Profile
3.7.2 Main Business/Business Overview
3.7.3 Products, Services and Solutions
3.7.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.8 Oracle
3.8.1 Company Profile
3.8.2 Main Business/Business Overview
3.8.3 Products, Services and Solutions
3.8.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.9 Intel
3.9.1 Company Profile
3.9.2 Main Business/Business Overview
3.9.3 Products, Services and Solutions
3.9.4 Recommendation Engine Revenue (Million USD) (2013-2018)
3.10 SAP
3.10.1 Company Profile
3.10.2 Main Business/Business Overview
3.10.3 Products, Services and Solutions
3.10.4 Recommendation Engine Revenue (Million USD) (2013-2018)
4 Global Recommendation Engine Market Size by Type and Application (2013-2018)
4.1 Global Recommendation Engine Market Size by Type (2013-2018)
4.2 Global Recommendation Engine Market Size by Application (2013-2018)
4.3 Potential Application of Recommendation Engine in Future
4.4 Top Consumer/End Users of Recommendation Engine
5 United States Recommendation Engine Development Status and Outlook
5.1 United States Recommendation Engine Market Size (2013-2018)
5.2 United States Recommendation Engine Market Size and Market Share by Players (2013-2018)
5.3 United States Recommendation Engine Market Size by Application (2013-2018)
6 Europe Recommendation Engine Development Status and Outlook
6.1 Europe Recommendation Engine Market Size (2013-2018)
6.2 Europe Recommendation Engine Market Size and Market Share by Players (2013-2018)
6.3 Europe Recommendation Engine Market Size by Application (2013-2018)
7 China Recommendation Engine Development Status and Outlook
7.1 China Recommendation Engine Market Size (2013-2018)
7.2 China Recommendation Engine Market Size and Market Share by Players (2013-2018)
7.3 China Recommendation Engine Market Size by Application (2013-2018)
8 Japan Recommendation Engine Development Status and Outlook
8.1 Japan Recommendation Engine Market Size (2013-2018)
8.2 Japan Recommendation Engine Market Size and Market Share by Players (2013-2018)
8.3 Japan Recommendation Engine Market Size by Application (2013-2018)
9 Southeast Asia Recommendation Engine Development Status and Outlook
9.1 Southeast Asia Recommendation Engine Market Size (2013-2018)
9.2 Southeast Asia Recommendation Engine Market Size and Market Share by Players (2013-2018)
9.3 Southeast Asia Recommendation Engine Market Size by Application (2013-2018)
10 India Recommendation Engine Development Status and Outlook
10.1 India Recommendation Engine Market Size (2013-2018)
10.2 India Recommendation Engine Market Size and Market Share by Players (2013-2018)
10.3 India Recommendation Engine Market Size by Application (2013-2018)
11 Market Forecast by Regions, Type and Application (2018-2025)
11.1 Global Recommendation Engine Market Size (Value) by Regions (2018-2025)
11.1.1 United States Recommendation Engine Revenue and Growth Rate (2018-2025)
11.1.2 Europe Recommendation Engine Revenue and Growth Rate (2018-2025)
11.1.3 China Recommendation Engine Revenue and Growth Rate (2018-2025)
11.1.4 Japan Recommendation Engine Revenue and Growth Rate (2018-2025)
11.1.5 Southeast Asia Recommendation Engine Revenue and Growth Rate (2018-2025)
11.1.6 India Recommendation Engine Revenue and Growth Rate (2018-2025)
11.2 Global Recommendation Engine Market Size (Value) by Type (2018-2025)
11.3 Global Recommendation Engine Market Size by Application (2018-2025)
12 Recommendation Engine Market Dynamics
12.1 Recommendation Engine Market Opportunities
12.2 Recommendation Engine Challenge and Risk
12.2.1 Competition from Opponents
12.2.2 Downside Risks of Economy
12.3 Recommendation Engine Market Constraints and Threat
12.3.1 Threat from Substitute
12.3.2 Government Policy
12.3.3 Technology Risks
12.4 Recommendation Engine Market Driving Force
12.4.1 Growing Demand from Emerging Markets
12.4.2 Potential Application
13 Market Effect Factors Analysis
13.1 Technology Progress/Risk
13.1.1 Substitutes
13.1.2 Technology Progress in Related Industry
13.2 Consumer Needs Trend/Customer Preference
13.3 External Environmental Change
13.3.1 Economic Fluctuations
13.3.2 Other Risk Factors
14 Research Finding/Conclusion
15 Appendix
Methodology
Analyst Introduction
Data Source
List of Tables and Figures
Figure Global Recommendation Engine Market Size (Million USD) Status and Outlook (2013-2018)
Table Global Recommendation Engine Revenue (Million USD) Comparison by Regions (2013-2018)
Figure Global Recommendation Engine Market Share by Regions (2013-2018)
Figure United States Recommendation Engine Market Size (Million USD) and Growth Rate by Regions (2013-2018)
Figure Europe Recommendation Engine Market Size (Million USD) and Growth Rate by Regions (2013-2018)
Figure China Recommendation Engine Market Size (Million USD) and Growth Rate by Regions (2013-2018)
Figure Japan Recommendation Engine Market Size (Million USD) and Growth Rate by Regions (2013-2018)
Figure Southeast Asia Recommendation Engine Market Size (Million USD) and Growth Rate by Regions (2013-2018)
Figure India Recommendation Engine Market Size (Million USD) and Growth Rate by Regions (2013-2018)
Table Global Recommendation Engine Revenue (Million USD) and Growth Rate (%) Comparison by Product (2013-2018)
Figure Global Recommendation Engine Revenue Market Share by Type in 2017
Figure Collaborative filtering Market Size (Million USD) and Growth Rate (2013-2018)
Figure Content-based filtering Market Size (Million USD) and Growth Rate (2013-2018)
Figure Hybrid recommendation Market Size (Million USD) and Growth Rate (2013-2018)
Figure Global Recommendation Engine Market Share by Application in 2017
Figure Recommendation Engine Market Size (Million USD) and Growth Rate in Manufacturing (2013-2018)
Figure Recommendation Engine Market Size (Million USD) and Growth Rate in Healthcare (2013-2018)
Figure Recommendation Engine Market Size (Million USD) and Growth Rate in BFSI (2013-2018)
Figure Recommendation Engine Market Size (Million USD) and Growth Rate in Media and entertainment (2013-2018)
Figure Recommendation Engine Market Size (Million USD) and Growth Rate in Transportation (2013-2018)
Figure Recommendation Engine Market Size (Million USD) and Growth Rate in Others (2013-2018)
Table Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure Recommendation Engine Market Size Share by Players in 2013
Figure Recommendation Engine Market Size Share by Players in 2017
Table IBM Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of IBM (2013-2018)
Figure IBM Recommendation Engine Business Revenue Market Share (2013-2018)
Table Google Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of Google (2013-2018)
Figure Google Recommendation Engine Business Revenue Market Share (2013-2018)
Table AWS Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of AWS (2013-2018)
Figure AWS Recommendation Engine Business Revenue Market Share (2013-2018)
Table Microsoft Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of Microsoft (2013-2018)
Figure Microsoft Recommendation Engine Business Revenue Market Share (2013-2018)
Table Salesforce Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of Salesforce (2013-2018)
Figure Salesforce Recommendation Engine Business Revenue Market Share (2013-2018)
Table Sentient Technologies Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of Sentient Technologies (2013-2018)
Figure Sentient Technologies Recommendation Engine Business Revenue Market Share (2013-2018)
Table HPE Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of HPE (2013-2018)
Figure HPE Recommendation Engine Business Revenue Market Share (2013-2018)
Table Oracle Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of Oracle (2013-2018)
Figure Oracle Recommendation Engine Business Revenue Market Share (2013-2018)
Table Intel Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of Intel (2013-2018)
Figure Intel Recommendation Engine Business Revenue Market Share (2013-2018)
Table SAP Basic Information List
Table Recommendation Engine Business Revenue (Million USD) of SAP (2013-2018)
Figure SAP Recommendation Engine Business Revenue Market Share (2013-2018)
Table Global Recommendation Engine Market Size (Million USD) by Product (2013-2018)
Figure Global Recommendation Engine Revenue Market Share (%) by Product (2013-2018)
Figure Global Recommendation Engine Market Share by Product in 2017
Table Global Recommendation Engine Market Size by Application (2013-2018)
Figure Global Recommendation Engine Revenue Market Share (%) by Application in 2017
Table Top Consumer/End Users of Recommendation Engine
Figure United States Recommendation Engine Market Size (Million USD) and Growth Rate (2013-2018)
Table United States Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure United States Recommendation Engine Market Size Share by Players in 2013
Figure United States Recommendation Engine Market Size Share by Players in 2017
Table United States Recommendation Engine Market Size by Application (2013-2018)
Figure United States Recommendation Engine Revenue Market Share (%) by Application (2013-2018)
Figure United States Recommendation Engine Market Size Share by Application in 2017
Figure Europe Recommendation Engine Market Size (Million USD) and Growth Rate (2013-2018)
Table Europe Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure Europe Recommendation Engine Market Size Share by Players in 2013
Figure Europe Recommendation Engine Market Size Share by Players in 2017
Table Europe Recommendation Engine Market Size by Application (2013-2018)
Figure Europe Recommendation Engine Revenue Market Share (%) by Application (2013-2018)
Figure Europe Recommendation Engine Market Size Share by Application in 2017
Figure China Recommendation Engine Market Size (Million USD) and Growth Rate (2013-2018)
Table China Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure China Recommendation Engine Market Size Share by Players in 2013
Figure China Recommendation Engine Market Size Share by Players in 2017
Table China Recommendation Engine Market Size by Application (2013-2018)
Figure China Recommendation Engine Revenue Market Share (%) by Application (2013-2018)
Figure China Recommendation Engine Market Size Share by Application in 2017
Figure Japan Recommendation Engine Market Size (Million USD) and Growth Rate (2013-2018)
Table Japan Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure Japan Recommendation Engine Market Size Share by Players in 2013
Figure Japan Recommendation Engine Market Size Share by Players in 2017
Table Japan Recommendation Engine Market Size by Application (2013-2018)
Figure Japan Recommendation Engine Revenue Market Share (%) by Application (2013-2018)
Figure Japan Recommendation Engine Market Size Share by Application in 2017
Figure Southeast Asia Recommendation Engine Market Size (Million USD) and Growth Rate (2013-2018)
Table Southeast Asia Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure Southeast Asia Recommendation Engine Market Size Share by Players in 2013
Figure Southeast Asia Recommendation Engine Market Size Share by Players in 2017
Table Southeast Asia Recommendation Engine Market Size by Application (2013-2018)
Figure Southeast Asia Recommendation Engine Revenue Market Share (%) by Application (2013-2018)
Figure Southeast Asia Recommendation Engine Market Size Share by Application in 2017
Figure India Recommendation Engine Market Size (Million USD) and Growth Rate (2013-2018)
Table India Recommendation Engine Market Size (Million USD) by Players (2013-2018)
Figure India Recommendation Engine Market Size Share by Players in 2013
Figure India Recommendation Engine Market Size Share by Players in 2017
Table India Recommendation Engine Market Size by Application (2013-2018)
Figure India Recommendation Engine Revenue Market Share (%) by Application (2013-2018)
Figure India Recommendation Engine Market Size Share by Application in 2017
Figure Global Recommendation Engine Market Size and Growth Rate (2018-2025)
Table Global Recommendation Engine Market Size (Million USD) by Regions (2018-2025)
Figure Global Recommendation Engine Market Size Share (2018-2025)
Figure Global Recommendation Engine Market Size Share by Regions in 2025
Figure United States Recommendation Engine Revenue (Million USD) and Growth Rate (2018-2025)
Figure Europe Recommendation Engine Revenue (Million USD) and Growth Rate (2018-2025)
Figure China Recommendation Engine Revenue (Million USD) and Growth Rate (2018-2025)
Figure Japan Recommendation Engine Revenue (Million USD) and Growth Rate (2018-2025)
Figure Southeast Asia Recommendation Engine Revenue (Million USD) and Growth Rate (2018-2025)
Figure India Recommendation Engine Revenue (Million USD) and Growth Rate (2018-2025)
Table Global Recommendation Engine Market Size (Million USD) by Type (2018-2025)
Figure Global Recommendation Engine Market Size Share by Type in 2018
Figure Global Recommendation Engine Market Size Share by Type in 2025
Table Global Recommendation Engine Market Size (Million USD) by Application (2018-2025)
Figure Global Recommendation Engine Market Size (Million USD) by Application in 2018
Research Methodology
The research study released with title "Global Recommendation Engine Market Size, Status and Forecast 2025" involved the extensive usage of both primary and secondary data sources. The research process involved the study of various factors affecting the industry, including the government policy, market environment, competitive landscape, historical data, present trends in the market, technological innovation, upcoming technologies and the technical progress in related industry, and market risks, opportunities, market barriers and challenges. The following illustrative figure shows the market research methodology applied in this report.Key Executives Interviewed
Research Programs/Design
| Historical Data (2017-2022E) |
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Market Size Estimation
Top-down and bottom-up approaches are used to validate and estimate the global/regional market size by manufacturers, regional splits, product segments and application.
To establish Research coverage of the study with most relevant & functional players HTF MI follows industry standards such as NAICS/SIC/ICB/TRCB, furthermore the sorted list of companies is validated using Product Mapping and business activities and shortlisted by industry perspective.
HTF MI select experienced analyst and associate that are specialized in the domain for conducting research. They prepare a list of companies by region that helps to understand players penetration rate in the market. This companies are further analyses in what segment or application they serve in our market. The list of product and applications are evaluated for each companies dealing in the Global Recommendation Engine Market. The market study is conducted on basis of more than 200 companies dealing in the market regional as well as global areas with purpose to understand company’s positioning regarding market value, volume and their market share for regional as well as global. Further to bring relevance specific to any niche market we set and apply number of criteria like Geographic Footprints, Regional Segments of Revenue, Operational Centres, etc. The next step is to finalize a team (In-House + Data Online) who then starts collecting C & D level executives and profiles, Industry experts, Opinion leaders etc from Global Recommendation Engine Market who then work towards appointment generation.
Primary Data Collection
The primary research is performed by taking the interviews of executives of various companies dealing in the Global Recommendation Engine Market as well as using the survey reports, research institute, and latest research reports. Meanwhile, analyst team keeps preparing set of questionnaires and relevant list of appointee or target primary respondents; the target audience are then tapped and segregated with various mediums and channels that are feasible for making connection that includes email communication, telephonic, skype, LinkedIn Group & In Mail, Community Forums, Open Survey, SurveyMonkey etc.
Secondary Sources
The secondary resources considered in the Global Recommendation Engine Market study includes company annual reports, press releases, published articles of organizations and associations, and the survey taken through different mediums such as online website and forums, survey monkey, LinkedIn, etc. In addition, the valuable strategic information obtained from industry association, paid database, and investor presentations are also good tool for information to make appropriate iterative validation are used to modify market models and cross-verify primary research and insights.
Market Breakdown and Data Triangulation
To make market engineering data complete; extensive primary research is conducted to gather information and validate the critical numbers derived to be used for calculations of market statistics; market size estimations; forecasting; breakdown; and data triangulation. Both top-down and bottom-up approaches were applied, along with several data triangulation methods, to perform market estimation and market forecasting for the overall market segments and sub-segments listed in this report. Furthermore qualitative and further quantitative analysis is also done for all the numbers arrived at in the market estimation process to list relevant information in the final deliverable report "Global Recommendation Engine Market Size, Status and Forecast 2025" .
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Key Information from Primary Sources
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| 1-User Access | The report is sent in PDF format. The report will be emailed to you. | This is a single user access license, allowing one specific user to access the report. |
| Site User | The study would be provided in PDF format. The report will be emailed to you. | This is a site license, allowing 1-10 employees within your organisation to access the report. |
| Enterprise User | The format of deliverable would be PDF and Excel. | This is an enterprise or corporate license, allowing all employees within your organisation irrespective of geographic location to access the report. |
