Global Recommendation Engine Market Report 2021
Global Recommendation Engine Market Report 2021
Recommendation Engine Market by End User (Office Building Construction, Retail Construction, Hospitality Construction, Institutional Construction, Other End Users), by North America (United States, Canada, Mexico), by South America (Brazil, Argentina, Rest of South America), by Europe (United Kingdom, Germany, France, Italy, Spain, Russia, Benelux, Nordics, Rest of Europe), by Middle East & Africa (Turkey, Israel, GCC, North Africa, South Africa, Rest of Middle East & Africa), by Asia Pacific (China, India, Japan, South Korea, ASEAN, Oceania, Rest of Asia Pacific) Forecast - is a comprehensive report that provides insights into the market dynamics, including the key drivers, challenges, and opportunities shaping the industry landscape. It also delves into the competitive landscape, highlighting the major players and their strategies.
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At the beginning of 2020, COVID-19 disease began to spread around the world, millions of people worldwide were infected with COVID-19 disease, and major countries around the world have implemented foot prohibitions and work stoppage orders. Except for the medical supplies and life support products industries, most industries have been greatly impacted, and Recommendation Engine industries have also been greatly affected.
In the past few years, the Recommendation Engine market experienced a growth of XXX, the global market size of Recommendation Engine reached XXX million $ in 2020, of what is about XXX million $ in 2015.
From 2015 to 2019, the growth rate of global Recommendation Engine market size was in the range of xxx%. At the end of 2019, COVID-19 began to erupt in China, Due to the huge decrease of global economy; we forecast the growth rate of global economy will show a decrease of about 4%, due to this reason, Recommendation Engine market size in 2020 will be XXX with a growth rate of xxx%. This is xxx percentage points lower than in previous years.
As of the date of the report, there have been more than 20 million confirmed cases of CVOID-19 worldwide, and the epidemic has not been effectively controlled. Therefore, we predict that the global epidemic will be basically controlled by the end of 2020 and the global Recommendation Engine market size will reach XXX million $ in 2025, with a CAGR of xxx% between 2020-2025.
This Report covers the manufacturers’ data, including: shipment, price, revenue, gross profit, interview record, business distribution etc., these data help the consumer know about the competitors better. This report also covers all the regions and countries of the world, which shows a regional development status, including market size, volume and value, as well as price data.
Besides, the report also covers segment data, including: type segment, industry segment, channel segment etc. cover different segment market size, both volume and value. Also cover different industries clients information, which is very important for the manufacturers.
Section 1: Free——Definition
Section (2 3): 1200 USD——Manufacturer Detail
IBM
AWS
Microsoft
Salesforce
Sentient Technologies
HPE
Oracle
Intel
SAP
Fuzzy.AI
Infinite Analytics
Section 4: 900 USD——Region Segmentation
North America Country (United States, Canada)
South America
Asia Country (China, Japan, India, Korea)
Europe Country (Germany, UK, France, Italy)
Other Country (Middle East, Africa, GCC)
Section (5 6 7): 500 USD——
Product Type Segmentation
Collaborative Filtering
Content-based Filtering
Hybrid Recommendation
Industry Segmentation
Manufacturing
Healthcare
BFSI
Media and entertainment
Transportation
Channel (Direct Sales, Distributor) Segmentation
Section 8: 400 USD——Trend (2020-2025)
Section 9: 300 USD——Product Type Detail
Section 10: 700 USD——Downstream Consumer
Section 11: 200 USD——Cost Structure
Section 12: 500 USD——Conclusion
Section 1 Recommendation Engine Product Definition
Section 2 Global Recommendation Engine Market Manufacturer Share and Market Overview
2.1 Global Manufacturer Recommendation Engine Shipments
2.2 Global Manufacturer Recommendation Engine Business Revenue
2.3 Global Recommendation Engine Market Overview
2.4 COVID-19 Impact on Recommendation Engine Industry
Section 3 Manufacturer Recommendation Engine Business Introduction
3.1 IBM Recommendation Engine Business Introduction
3.1.1 IBM Recommendation Engine Shipments, Price, Revenue and Gross profit 2015-2020
3.1.2 IBM Recommendation Engine Business Distribution by Region
3.1.3 IBM Interview Record
3.1.4 IBM Recommendation Engine Business Profile
3.1.5 IBM Recommendation Engine Product Specification
3.2 Google Recommendation Engine Business Introduction
3.2.1 Google Recommendation Engine Shipments, Price, Revenue and Gross profit 2015-2020
3.2.2 Google Recommendation Engine Business Distribution by Region
3.2.3 Interview Record
3.2.4 Google Recommendation Engine Business Overview
3.2.5 Google Recommendation Engine Product Specification
3.3 AWS Recommendation Engine Business Introduction
3.3.1 AWS Recommendation Engine Shipments, Price, Revenue and Gross profit 2015-2020
3.3.2 AWS Recommendation Engine Business Distribution by Region
3.3.3 Interview Record
3.3.4 AWS Recommendation Engine Business Overview
3.3.5 AWS Recommendation Engine Product Specification
3.4 Microsoft Recommendation Engine Business Introduction
3.5 Salesforce Recommendation Engine Business Introduction
3.6 Sentient Technologies Recommendation Engine Business Introduction
…
Section 4 Global Recommendation Engine Market Segmentation (Region Level)
4.1 North America Country
4.1.1 United States Recommendation Engine Market Size and Price Analysis 2015-2020
4.1.2 Canada Recommendation Engine Market Size and Price Analysis 2015-2020
4.2 South America Country
4.2.1 South America Recommendation Engine Market Size and Price Analysis 2015-2020
4.3 Asia Country
4.3.1 China Recommendation Engine Market Size and Price Analysis 2015-2020
4.3.2 Japan Recommendation Engine Market Size and Price Analysis 2015-2020
4.3.3 India Recommendation Engine Market Size and Price Analysis 2015-2020
4.3.4 Korea Recommendation Engine Market Size and Price Analysis 2015-2020
4.4 Europe Country
4.4.1 Germany Recommendation Engine Market Size and Price Analysis 2015-2020
4.4.2 UK Recommendation Engine Market Size and Price Analysis 2015-2020
4.4.3 France Recommendation Engine Market Size and Price Analysis 2015-2020
4.4.4 Italy Recommendation Engine Market Size and Price Analysis 2015-2020
4.4.5 Europe Recommendation Engine Market Size and Price Analysis 2015-2020
4.5 Other Country and Region
4.5.1 Middle East Recommendation Engine Market Size and Price Analysis 2015-2020
4.5.2 Africa Recommendation Engine Market Size and Price Analysis 2015-2020
4.5.3 GCC Recommendation Engine Market Size and Price Analysis 2015-2020
4.6 Global Recommendation Engine Market Segmentation (Region Level) Analysis 2015-2020
4.7 Global Recommendation Engine Market Segmentation (Region Level) Analysis
Section 5 Global Recommendation Engine Market Segmentation (Product Type Level)
5.1 Global Recommendation Engine Market Segmentation (Product Type Level) Market Size 2015-2020
5.2 Different Recommendation Engine Product Type Price 2015-2020
5.3 Global Recommendation Engine Market Segmentation (Product Type Level) Analysis
Section 6 Global Recommendation Engine Market Segmentation (Industry Level)
6.1 Global Recommendation Engine Market Segmentation (Industry Level) Market Size 2015-2020
6.2 Different Industry Price 2015-2020
6.3 Global Recommendation Engine Market Segmentation (Industry Level) Analysis
Section 7 Global Recommendation Engine Market Segmentation (Channel Level)
7.1 Global Recommendation Engine Market Segmentation (Channel Level) Sales Volume and Share 2015-2020
7.2 Global Recommendation Engine Market Segmentation (Channel Level) Analysis
Section 8 Recommendation Engine Market Forecast 2020-2025
8.1 Recommendation Engine Segmentation Market Forecast (Region Level)
8.2 Recommendation Engine Segmentation Market Forecast (Product Type Level)
8.3 Recommendation Engine Segmentation Market Forecast (Industry Level)
8.4 Recommendation Engine Segmentation Market Forecast (Channel Level)
Section 9 Recommendation Engine Segmentation Product Type
9.1 Collaborative Filtering Product Introduction
9.2 Content-based Filtering Product Introduction
9.3 Hybrid Recommendation Product Introduction
Section 10 Recommendation Engine Segmentation Industry
10.1 Manufacturing Clients
10.2 Healthcare Clients
10.3 BFSI Clients
10.4 Media and entertainment Clients
10.5 Transportation Clients
Section 11 Recommendation Engine Cost of Production Analysis
11.1 Raw Material Cost Analysis
11.2 Technology Cost Analysis
11.3 Labor Cost Analysis
11.4 Cost Overview
Section 12 Conclusion
Chart and Figure
Figure Recommendation Engine Product Picture from IBM
Chart 2015-2020 Global Manufacturer Recommendation Engine Shipments (Units)
Chart 2015-2020 Global Manufacturer Recommendation Engine Shipments Share
Chart 2015-2020 Global Manufacturer Recommendation Engine Business Revenue (Million USD)
Chart 2015-2020 Global Manufacturer Recommendation Engine Business Revenue Share
Chart IBM Recommendation Engine Shipments, Price, Revenue and Gross profit 2015-2020
Chart IBM Recommendation Engine Business Distribution
Chart IBM Interview Record (Partly)
Figure IBM Recommendation Engine Product Picture
Chart IBM Recommendation Engine Business Profile
Table IBM Recommendation Engine Product Specification
Chart Google Recommendation Engine Shipments, Price, Revenue and Gross profit 2015-2020
Chart Google Recommendation Engine Business Distribution
Chart Google Interview Record (Partly)
Figure Google Recommendation Engine Product Picture
Chart Google Recommendation Engine Business Overview
Table Google Recommendation Engine Product Specification
Chart AWS Recommendation Engine Shipments, Price, Revenue and Gross profit 2015-2020
Chart AWS Recommendation Engine Business Distribution
Chart AWS Interview Record (Partly)
Figure AWS Recommendation Engine Product Picture
Chart AWS Recommendation Engine Business Overview
Table AWS Recommendation Engine Product Specification
3.4 Microsoft Recommendation Engine Business Introduction
…
Chart United States Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart United States Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Canada Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Canada Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart South America Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart South America Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart China Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart China Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Japan Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Japan Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart India Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart India Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Korea Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Korea Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Germany Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Germany Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart UK Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart UK Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart France Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart France Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Italy Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Italy Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Europe Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Europe Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Middle East Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Middle East Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Africa Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart Africa Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart GCC Recommendation Engine Sales Volume (Units) and Market Size (Million $) 2015-2020
Chart GCC Recommendation Engine Sales Price ($/Unit) 2015-2020
Chart Global Recommendation Engine Market Segmentation (Region Level) Sales Volume 2015-2020
Chart Global Recommendation Engine Market Segmentation (Region Level) Market size 2015-2020
Chart Recommendation Engine Market Segmentation (Product Type Level) Volume (Units) 2015-2020
Chart Recommendation Engine Market Segmentation (Product Type Level) Market Size (Million $) 2015-2020
Chart Different Recommendation Engine Product Type Price ($/Unit) 2015-2020
Chart Recommendation Engine Market Segmentation (Industry Level) Market Size (Volume) 2015-2020
Chart Recommendation Engine Market Segmentation (Industry Level) Market Size (Share) 2015-2020
Chart Recommendation Engine Market Segmentation (Industry Level) Market Size (Value) 2015-2020
Chart Global Recommendation Engine Market Segmentation (Channel Level) Sales Volume (Units) 2015-2020
Chart Global Recommendation Engine Market Segmentation (Channel Level) Share 2015-2020
Chart Recommendation Engine Segmentation Market Forecast (Region Level) 2020-2025
Chart Recommendation Engine Segmentation Market Forecast (Product Type Level) 2020-2025
Chart Recommendation Engine Segmentation Market Forecast (Industry Level) 2020-2025
Chart Recommendation Engine Segmentation Market Forecast (Channel Level) 2020-2025
Chart Collaborative Filtering Product Figure
Chart Collaborative Filtering Product Advantage and Disadvantage Comparison
Chart Content-based Filtering Product Figure
Chart Content-based Filtering Product Advantage and Disadvantage Comparison
Chart Hybrid Recommendation Product Figure
Chart Hybrid Recommendation Product Advantage and Disadvantage Comparison
Chart Manufacturing Clients
Chart Healthcare Clients
Chart BFSI Clients
Chart Media and entertainment Clients
Chart Transportation Clients
Research Methodology:
Recommendation Engine Market Size Estimation
To estimate market size and trends, we use a combination of top-down and bottom-up methods. This allows us to evaluate the market from various perspectives—by company, region, product type, and end users.
Our estimates are based on actual sales data, excluding any discounts. Segment breakdowns and market shares are calculated using weighted averages based on usage rates and average prices. Regional insights are determined by how widely a product or service is adopted in each area.
Key companies are identified through secondary sources like industry reports and company filings. We then verify revenue estimates and other key data points through primary research, including interviews with industry experts, company executives, and decision-makers.
We take into account all relevant factors that could influence the market and validate our findings with real-world input. Our final insights combine both qualitative and quantitative data to provide a well-rounded view. Please note, these estimates do not account for unexpected changes such as inflation, economic downturns, or policy shifts.
Data Source
Secondary Sources
This study draws on a wide range of secondary sources, including press releases, annual reports, non-profit organizations, industry associations, government agencies, and customs data. We also referred to reputable databases and directories such as Bloomberg, Wind Info, Hoovers, Factiva, Trading Economics, Statista, and others. Additional references include investor presentations, company filings (e.g., SEC), economic data, and documents from regulatory and industry bodies.
These sources were used to gather technical and market-focused insights, identify key players, analyze market segmentation and classification, and track major trends and developments across industries.
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Primary Sources
As part of our primary research, we interviewed a variety of stakeholders from both the supply and demand sides to gather valuable qualitative and quantitative insights.
On the supply side, we spoke with product manufacturers, competitors, industry experts, research institutions, distributors, traders, and raw material suppliers. On the demand side, we engaged with business leaders, marketing and sales heads, technology and innovation directors, supply chain executives, and end users across key organizations.
These conversations helped us better understand market segmentation, pricing, applications, leading players, supply chains, demand trends, industry outlook, and key market dynamics—including risks, opportunities, barriers, and strategic developments.
Key Data Information from Primary Sources
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| Total Market |
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