Global Recommendation Engine Market Size, Share & Industry Trends Analysis Report By Type, By Application, By Deployment Type, By Organization Size, By End Use, By Regional Outlook, Strategy, Challenges and Forecast, 2021 - 2027

The Global Recommendation Engine Market size is expected to reach $11.4 billion by 2027, rising at a market growth of 32.5% CAGR during the forecast period.

Recommendation engines are data filtering technologies that use a variety of algorithms and data to suggest the most relevant results to a certain client. It begins by capturing a customer's prior behavior and then offers products that the customers are likely to purchase based on that information. The integrated software system evaluates the available data to provide recommendations for things (products/services) that a website user might be interested in, among other things. E-commerce, social media, and content-based websites all use recommendation engines systems.

Many firms are attempting to integrate technology such as artificial intelligence (AI) with their apps, businesses, analytics, and services due to the growing competition in their respective markets. The majority of companies across the world are pursuing digital transformation, concentrating on improving customer and employee experiences through automation technologies.

Retailers may use digital transformation to connect with new customers, better engage with existing customers, save operating costs, and increase employee motivation. Along with that, the rising digitalization and high adoption of smart devices by the consumers would fuel the demand and growth of the recommendation engine market over the forecast period.

COVID-19 Impact Analysis

The outbreak of the COVID-19 pandemic has significantly impacted various companies across the business domain. Several businesses have taken precautionary in response to the COVID-19 pandemic, which has resulted in the closure of some establishments. As a result, businesses all over the world are experiencing short-term difficulties in areas such as sustained revenues, health and safety, supply chain management, labour shortages, and pricing, to mention a few.

Additionally, suppliers can use digital transformation to gain new consumers, communicate with existing customers, lower the cost of corporate operations, and boost employee enthusiasm. These benefits have a favourable effect on earnings and surpluses. This would positively impact the demand for recommendation engines among the enterprises in the coming years.

Market Growth Factors:

Rising focus on enhancing customer satisfaction

The increased focus on improving customer experience in the digital space is a primary factor driving the demand for recommendation engines by the companies. Furthermore, it is critical to improve customer experience in order to increase customer engagement and retention, as well as to boost revenue and return on investment (RoI). Upselling and cross-selling opportunities arise naturally as a result of smart product suggestions made by using recommendation engine.

Rapid pace of digitalization

Online buying has increased as a result of the rise in digitization across the world and the emergence of new e-commerce platforms. These recommendation engines enable easy browsing and display products or information based on the customer's past search. Furthermore, mobile phone ownership is highly contributing to e-commerce growth and encouraging e-commerce companies to use recommendation engines.

Marketing Restraining Factor:

Security and privacy concerns

Consumers can obtain more credible feedback if a recommendation engine generates more personal data. The recommender may acquire information such as the user's identification, demographic profile, behavioural data and purchase history, ranking history, and more. These details could be particularly sensitive in terms of privacy. Providing this information to the companies can increase the risks of privacy and security breaches. The data could be sold to a third party without the client's authorization, or it could be hacked by the attackers.

Type Outlook

Based on type, the recommendation engine market is classified into Collaborative Filtering, Content-based Filtering and Hybrid Recommendation. The collaborative filtering segment dominated the recommendation engine market with the maximum revenue share in 2020 and is estimated to maintain its dominance over the forecast period. This is due to increasing demand for dependable recommendation engines by the e-commerce companies to improve their consumers' shopping experiences by proposing products based on their tastes and preferences. For example, Spotify employs collaborative filtering to suggest “Discover Weekly” and other playlists to listeners based on their previous listening habits.

Application Outlook

By application, the recommendation engine market is classified into Personalized Campaigns and Customer Delivery, Strategy Operations & Planning and Product Planning and Proactive Asset Management. The personalized campaigns and customer delivery segment acquired the largest revenue share in the recommendation engine market and is estimated to maintain its dominance during the forecast period. It is owing to the increase in the requirement to provide better customer experience and services by various companies across different industrial verticals.

Deployment Type Outlook

On the basis of deployment type, the recommendation engine market is bifurcated into cloud and on-premise. The cloud segment procured the highest revenue share in the recommendation engine market in 2020 and is anticipated to continue this trend over the forecast period. This is due to an increase in demand for such solutions by companies that are using cloud technologies to integrate recommendation engines into their web-based services. Several companies in the media and entertainment and retail industries are highly using Cloud since most of their data is stored on cloud storage.

Organization Size Outlook

Based on organization size, the recommendation engine market is segmented into large enterprises and small & medium enterprises. The large enterprise segment garnered the highest revenue share in the recommendation engine market in 2020 and is projected to maintain this trend during the forecast period. It is owing to the high adoption of recommendation engines by the large enterprises to make better business decisions, manage their company portfolio more efficiently, and gain a competitive advantage in the market.

End Use Outlook

Depending on the end-use, the recommendation engine market is divided into Information Technology, Healthcare, Retail, BFSI, Media & Entertainment and Others. The retail segment procured the maximum revenue share in the recommendation engine market in 2020 and is anticipated to continue this trend during the forecast period. It is due to increased competition in the market, along with that, e-commerce and retail firms are increasingly adopting recommendation systems to give better and faster services to their customers.

Recommendation Engine Market Report Coverage

Report Attribute	Details
Market size value in 2020	USD 1.8 Billion
Market size forecast in 2027	USD 11.4 Billion
Base Year	2020
Historical Period	2017 to 2019
Forecast Period	2021 to 2027
Revenue Growth Rate	CAGR of 32.5% from 2021 to 2027
Number of Pages	330
Number of Tables	543
Report coverage	Market Trends, Revenue Estimation and Forecast, Segmentation Analysis, Regional and Country Breakdown, Competitive Landscape, Companies Strategic Developments, Company Profiling
Segments covered	Type, Application, Deployment Type, Organization Size, End Use, Region
Country scope	US, Canada, Mexico, Germany, UK, France, Russia, Spain, Italy, China, Japan, India, South Korea, Singapore, Malaysia, Brazil, Argentina, UAE, Saudi Arabia, South Africa, Nigeria
Growth Drivers	Rising focus on enhancing customer satisfaction Rapid Pace of digitization
Restraints	Security and Privacy Concerns

Regional Outlook

Region-wise, the recommendation engine market is analyzed across North America, Europe, Asia Pacific and LAMEA. North America emerged as the leading region in the recommendation engine market with the largest revenue share in 2020 and is projected to continue this trend over the forecast period. This is due to the growing acceptance of modern technology as well as increased government support for developing technologies in this region.

KBV Cardinal Matrix - Recommendation Engine Market Competition Analysis

Free Valuable Insights: Global Recommendation Engine Market size to reach USD 11.4 Billion by 2027

The major strategies followed by the market participants are Product Launches. Based on the Analysis presented in the Cardinal matrix; Microsoft Corporation and Google LLC are the forerunners in the Recommendation Engine Market. Companies such as Amazon.com, Inc., SAP SE and Intel Corporation are some of the key innovators in the Market.

The market research report covers the analysis of key stake holders of the market. Key companies profiled in the report include IBM Corporation, Oracle Corporation, Microsoft Corporation, SAP SE, Salesforce.com, Inc., Adobe, Inc., Google LLC, Intel Corporation, Hewlett-Packard Enterprise Company, and Amazon.com, Inc.

Recent Strategies Deployed in Recommendation Engine Market

» Partnerships, Collaborations and Agreements:

• Nov-2021: Google Cloud formed a partnership with Pegasystems, a US-based tech company. This partnership aimed to assist enhance experiences in healthcare with better data insights and personalization. Together, the companies would bring the capabilities of Google Cloud’s Healthcare Data Engine and Pega’s suite of intelligent healthcare solutions.
• Mar-2021: Adobe came into a partnership with government agencies in all 50 states. This partnership aimed to empower their digital modernization via Adobe Experience Cloud and Adobe Document Cloud. Utilizing Adobe Experience Cloud, governments are rebuilding their online presence, which makes their websites & apps easier to determine and make sure that the content is customized and updated in real-time, and developing intuitive forms that work on any device.
• Jul-2020: Intel partnered with Burger King, an American multinational chain of hamburger fast-food restaurants. This partnership aimed to integrate a recommendation engine for the touchscreen ordering of Burger King.

» Acquisitions and Mergers

• Oct-2020: SAP signed into an agreement to acquire Emarsys, an omnichannel customer engagement platform provider. This acquisition aimed to assist SAP's commerce offering, and help customers provide omnichannel engagements in real-time.
• Jul-2020: IBM took over WDG Automation, a Brazilian-based software provider. This acquisition aimed to enable IBM to extend their automation portfolio with RPA software and offer effortless integrations into IBM Cloud Pak for Automation & IBM Digital Business for Automation platform, providing their customer base fully end-to-end automation platform.

» Product Launches and Product Expansions

• Apr-2021: Adobe launched new capabilities for Adobe Commerce powered by Magento, which extend the intelligence of features such as Product Recommendations and Live Search. Adobe Commerce merchants would soon be able to set up recommendations with different rules differences in pricing depending on the customer, variance in the catalog of goods, which are provided up that also takes into account the nuances of a B2B buyer’s buying behavior.
• Apr-2021: Adobe released the next generation of its Real-time Customer Data Platform (CDP). Adobe Real-time CDP enables brands to activate known & unknown customer data to manage the whole customer profile and journey effortlessly in one system, without the requirement for third-party cookies.
• Mar-2021: HP Enterprise launched the Software Defined Opportunity Engine (SDOE), a cloud-based machine-learning platform. This platform takes a snapshot of the customer’s workloads, configuration, and use patterns to make a quote for the best-suited solution for the customer within a minute.
• Feb-2021: Microsoft unveiled Microsoft Viva, the first employee experience platform. This platform aimed to bring tools for learning, employee engagement, wellbeing, and knowledge discovery, directly into the flow of people’s work.
• Dec-2020: Amazon Web Services unveiled Amazon Monitron, Amazon Lookout for Equipment, the AWS Panorama SDK, the AWS Panorama Appliance, and Amazon Lookout for Vision. These new machine learning services would assist industrial and manufacturing customers with inbuilt intelligence in their production processes to enhance operational efficiency, security, quality control, and workplace safety.
• Nov-2020: Adobe introduced new features to its Adobe CDP Platform. These features would make workflows for marketing teams and connect to popular B2B marketing platforms. By combining the Adobe Experience Platform CDP with Marketo, B2B sales & marketing teams would able to link their data that include complicated relationships between buying & selling teams, with the analytics, marketing, targeting, and segmenting applications in the Adobe Experience Cloud.
• Jul-2020: Google released the public beta of Recommendations AI, a fully-managed service. Recommendations AI removes the requirement for retailers to manually curate rules or operate recommendation models in-house and features prevailing integration with Merchant Center, Google Analytics 360, Google Tag Manager, Cloud Storage, and Big Query.
• Jun-2020: Intel released its 3rd-gen Intel Xeon Scalable processors. These processors would allow customers to boost the development and usage of artificial intelligence (AI) and analytics workloads running in data centers.

Scope of the Study

Market Segments Covered in the Report:

By Type

• Collaborative Filtering
• Content-based Filtering and
• Hybrid Recommendation

By Application

• Personalized Campaigns & Customer Delivery
• Product Planning & Proactive Asset Management and
• Strategy Operations & Planning

By Deployment Type

• Cloud and
• On-premise

By Organization Size

• Large Enterprises and
• Small & Medium Enterprises

By End Use

• Retail
• BFSI
• Healthcare
• Media & Entertainment
• Information Technology and
• Others

By Geography

• North America
  • US
  • Canada
  • Mexico
  • Rest of North America
• Europe
  • Germany
  • UK
  • France
  • Russia
  • Spain
  • Italy
  • Rest of Europe
• Asia Pacific
  • China
  • Japan
  • India
  • South Korea
  • Singapore
  • Malaysia
  • Rest of Asia Pacific
• LAMEA
  • Brazil
  • Argentina
  • UAE
  • Saudi Arabia
  • South Africa
  • Nigeria
  • Rest of LAMEA

Key Market Players

List of Companies Profiled in the Report:

• IBM Corporation
• Oracle Corporation
• Microsoft Corporation
• SAP SE
• Salesforce.com, Inc.
• Adobe, Inc.
• Google LLC
• Intel Corporation
• Hewlett-Packard Enterprise Company
• Amazon.com, Inc.

Chapter 1. Market Scope & Methodology
1.1 Market Definition
1.2 Objectives
1.3 Market Scope
1.4 Segmentation
1.4.1 Global Recommendation Engine Market, by Type
1.4.2 Global Recommendation Engine Market, by Application
1.4.3 Global Recommendation Engine Market, by Deployment Type
1.4.4 Global Recommendation Engine Market, by Organization Size
1.4.5 Global Recommendation Engine Market, by End Use
1.4.6 Global Recommendation Engine Market, by Geography
1.5 Methodology for the research

Chapter 2. Market Overview
2.1 Introduction
2.1.1 Overview
2.1.1.1 Market Composition and Scenario
2.2 Key Factors Impacting the Market
2.2.1 Market Drivers
2.2.2 Market Restraints

Chapter 3. Competition Analysis - Global
3.1 KBV Cardinal Matrix
3.2 Recent Industry Wide Strategic Developments
3.2.1 Partnerships, Collaborations and Agreements
3.2.2 Product Launches and Product Expansions
3.2.3 Acquisitions and Mergers
3.3 Top Winning Strategies
3.3.1 Key Leading Strategies: Percentage Distribution (2017-2021)
3.3.2 Key Strategic Move: (Product Launches and Product Expansions: 2018, Jul – 2021, Apr) Leading Players

Chapter 4. Global Recommendation Engine Market by Type
4.1 Global Collaborative Filtering Market by Region
4.2 Global Content-based Filtering Market by Region
4.3 Global Hybrid Recommendation Market by Region

Chapter 5. Global Recommendation Engine Market by Application
5.1 Global Personalized Campaigns & Customer Delivery Market by Region
5.2 Global Product Planning & Proactive Asset Management Market by Region
5.3 Global Strategy Operations & Planning Market by Region

Chapter 6. Global Recommendation Engine Market by Deployment Type
6.1 Global Cloud Market by Region
6.2 Global On-premise Market by Region

Chapter 7. Global Recommendation Engine Market by Organization Size
7.1 Global Large Enterprises Market by Region
7.2 Global Small & Medium Enterprises Market by Region

Chapter 8. Global Recommendation Engine Market by End Use
8.1 Global Retail Market by Region
8.2 Global BFSI Market by Region
8.3 Global Healthcare Market by Region
8.4 Global Media & Entertainment Market by Region
8.5 Global Information Technology Market by Region
8.6 Global Others Market by Region

Chapter 9. Global Recommendation Engine Market by Region
9.1 North America Recommendation Engine Market
9.1.1 North America Recommendation Engine Market by Type
9.1.1.1 North America Collaborative Filtering Market by Country
9.1.1.2 North America Content-based Filtering Market by Country
9.1.1.3 North America Hybrid Recommendation Market by Country
9.1.2 North America Recommendation Engine Market by Application
9.1.2.1 North America Personalized Campaigns & Customer Delivery Market by Country
9.1.2.2 North America Product Planning & Proactive Asset Management Market by Country
9.1.2.3 North America Strategy Operations & Planning Market by Country
9.1.3 North America Recommendation Engine Market by Deployment Type
9.1.3.1 North America Cloud Market by Country
9.1.3.2 North America On-premise Market by Country
9.1.4 North America Recommendation Engine Market by Organization Size
9.1.4.1 North America Large Enterprises Market by Country
9.1.4.2 North America Small & Medium Enterprises Market by Country
9.1.5 North America Recommendation Engine Market by End Use
9.1.5.1 North America Retail Market by Country
9.1.5.2 North America BFSI Market by Country
9.1.5.3 North America Healthcare Market by Country
9.1.5.4 North America Media & Entertainment Market by Country
9.1.5.5 North America Information Technology Market by Country
9.1.5.6 North America Others Market by Country
9.1.6 North America Recommendation Engine Market by Country
9.1.6.1 US Recommendation Engine Market
9.1.6.1.1 US Recommendation Engine Market by Type
9.1.6.1.2 US Recommendation Engine Market by Application
9.1.6.1.3 US Recommendation Engine Market by Deployment Type
9.1.6.1.4 US Recommendation Engine Market by Organization Size
9.1.6.1.5 US Recommendation Engine Market by End Use
9.1.6.2 Canada Recommendation Engine Market
9.1.6.2.1 Canada Recommendation Engine Market by Type
9.1.6.2.2 Canada Recommendation Engine Market by Application
9.1.6.2.3 Canada Recommendation Engine Market by Deployment Type
9.1.6.2.4 Canada Recommendation Engine Market by Organization Size
9.1.6.2.5 Canada Recommendation Engine Market by End Use
9.1.6.3 Mexico Recommendation Engine Market
9.1.6.3.1 Mexico Recommendation Engine Market by Type
9.1.6.3.2 Mexico Recommendation Engine Market by Application
9.1.6.3.3 Mexico Recommendation Engine Market by Deployment Type
9.1.6.3.4 Mexico Recommendation Engine Market by Organization Size
9.1.6.3.5 Mexico Recommendation Engine Market by End Use
9.1.6.4 Rest of North America Recommendation Engine Market
9.1.6.4.1 Rest of North America Recommendation Engine Market by Type
9.1.6.4.2 Rest of North America Recommendation Engine Market by Application
9.1.6.4.3 Rest of North America Recommendation Engine Market by Deployment Type
9.1.6.4.4 Rest of North America Recommendation Engine Market by Organization Size
9.1.6.4.5 Rest of North America Recommendation Engine Market by End Use
9.2 Europe Recommendation Engine Market
9.2.1 Europe Recommendation Engine Market by Type
9.2.1.1 Europe Collaborative Filtering Market by Country
9.2.1.2 Europe Content-based Filtering Market by Country
9.2.1.3 Europe Hybrid Recommendation Market by Country
9.2.2 Europe Recommendation Engine Market by Application
9.2.2.1 Europe Personalized Campaigns & Customer Delivery Market by Country
9.2.2.2 Europe Product Planning & Proactive Asset Management Market by Country
9.2.2.3 Europe Strategy Operations & Planning Market by Country
9.2.3 Europe Recommendation Engine Market by Deployment Type
9.2.3.1 Europe Cloud Market by Country
9.2.3.2 Europe On-premise Market by Country
9.2.4 Europe Recommendation Engine Market by Organization Size
9.2.4.1 Europe Large Enterprises Market by Country
9.2.4.2 Europe Small & Medium Enterprises Market by Country
9.2.5 Europe Recommendation Engine Market by End Use
9.2.5.1 Europe Retail Market by Country
9.2.5.2 Europe BFSI Market by Country
9.2.5.3 Europe Healthcare Market by Country
9.2.5.4 Europe Media & Entertainment Market by Country
9.2.5.5 Europe Information Technology Market by Country
9.2.5.6 Europe Others Market by Country
9.2.6 Europe Recommendation Engine Market by Country
9.2.6.1 Germany Recommendation Engine Market
9.2.6.1.1 Germany Recommendation Engine Market by Type
9.2.6.1.2 Germany Recommendation Engine Market by Application
9.2.6.1.3 Germany Recommendation Engine Market by Deployment Type
9.2.6.1.4 Germany Recommendation Engine Market by Organization Size
9.2.6.1.5 Germany Recommendation Engine Market by End Use
9.2.6.2 UK Recommendation Engine Market
9.2.6.2.1 UK Recommendation Engine Market by Type
9.2.6.2.2 UK Recommendation Engine Market by Application
9.2.6.2.3 UK Recommendation Engine Market by Deployment Type
9.2.6.2.4 UK Recommendation Engine Market by Organization Size
9.2.6.2.5 UK Recommendation Engine Market by End Use
9.2.6.3 France Recommendation Engine Market
9.2.6.3.1 France Recommendation Engine Market by Type
9.2.6.3.2 France Recommendation Engine Market by Application
9.2.6.3.3 France Recommendation Engine Market by Deployment Type
9.2.6.3.4 France Recommendation Engine Market by Organization Size
9.2.6.3.5 France Recommendation Engine Market by End Use
9.2.6.4 Russia Recommendation Engine Market
9.2.6.4.1 Russia Recommendation Engine Market by Type
9.2.6.4.2 Russia Recommendation Engine Market by Application
9.2.6.4.3 Russia Recommendation Engine Market by Deployment Type
9.2.6.4.4 Russia Recommendation Engine Market by Organization Size
9.2.6.4.5 Russia Recommendation Engine Market by End Use
9.2.6.5 Spain Recommendation Engine Market
9.2.6.5.1 Spain Recommendation Engine Market by Type
9.2.6.5.2 Spain Recommendation Engine Market by Application
9.2.6.5.3 Spain Recommendation Engine Market by Deployment Type
9.2.6.5.4 Spain Recommendation Engine Market by Organization Size
9.2.6.5.5 Spain Recommendation Engine Market by End Use
9.2.6.6 Italy Recommendation Engine Market
9.2.6.6.1 Italy Recommendation Engine Market by Type
9.2.6.6.2 Italy Recommendation Engine Market by Application
9.2.6.6.3 Italy Recommendation Engine Market by Deployment Type
9.2.6.6.4 Italy Recommendation Engine Market by Organization Size
9.2.6.6.5 Italy Recommendation Engine Market by End Use
9.2.6.7 Rest of Europe Recommendation Engine Market
9.2.6.7.1 Rest of Europe Recommendation Engine Market by Type
9.2.6.7.2 Rest of Europe Recommendation Engine Market by Application
9.2.6.7.3 Rest of Europe Recommendation Engine Market by Deployment Type
9.2.6.7.4 Rest of Europe Recommendation Engine Market by Organization Size
9.2.6.7.5 Rest of Europe Recommendation Engine Market by End Use
9.3 Asia Pacific Recommendation Engine Market
9.3.1 Asia Pacific Recommendation Engine Market by Type
9.3.1.1 Asia Pacific Collaborative Filtering Market by Country
9.3.1.2 Asia Pacific Content-based Filtering Market by Country
9.3.1.3 Asia Pacific Hybrid Recommendation Market by Country
9.3.2 Asia Pacific Recommendation Engine Market by Application
9.3.2.1 Asia Pacific Personalized Campaigns & Customer Delivery Market by Country
9.3.2.2 Asia Pacific Product Planning & Proactive Asset Management Market by Country
9.3.2.3 Asia Pacific Strategy Operations & Planning Market by Country
9.3.3 Asia Pacific Recommendation Engine Market by Deployment Type
9.3.3.1 Asia Pacific Cloud Market by Country
9.3.3.2 Asia Pacific On-premise Market by Country
9.3.4 Asia Pacific Recommendation Engine Market by Organization Size
9.3.4.1 Asia Pacific Large Enterprises Market by Country
9.3.4.2 Asia Pacific Small & Medium Enterprises Market by Country
9.3.5 Asia Pacific Recommendation Engine Market by End Use
9.3.5.1 Asia Pacific Retail Market by Country
9.3.5.2 Asia Pacific BFSI Market by Country
9.3.5.3 Asia Pacific Healthcare Market by Country
9.3.5.4 Asia Pacific Media & Entertainment Market by Country
9.3.5.5 Asia Pacific Information Technology Market by Country
9.3.5.6 Asia Pacific Others Market by Country
9.3.6 Asia Pacific Recommendation Engine Market by Country
9.3.6.1 China Recommendation Engine Market
9.3.6.1.1 China Recommendation Engine Market by Type
9.3.6.1.2 China Recommendation Engine Market by Application
9.3.6.1.3 China Recommendation Engine Market by Deployment Type
9.3.6.1.4 China Recommendation Engine Market by Organization Size
9.3.6.1.5 China Recommendation Engine Market by End Use
9.3.6.2 Japan Recommendation Engine Market
9.3.6.2.1 Japan Recommendation Engine Market by Type
9.3.6.2.2 Japan Recommendation Engine Market by Application
9.3.6.2.3 Japan Recommendation Engine Market by Deployment Type
9.3.6.2.4 Japan Recommendation Engine Market by Organization Size
9.3.6.2.5 Japan Recommendation Engine Market by End Use
9.3.6.3 India Recommendation Engine Market
9.3.6.3.1 India Recommendation Engine Market by Type
9.3.6.3.2 India Recommendation Engine Market by Application
9.3.6.3.3 India Recommendation Engine Market by Deployment Type
9.3.6.3.4 India Recommendation Engine Market by Organization Size
9.3.6.3.5 India Recommendation Engine Market by End Use
9.3.6.4 South Korea Recommendation Engine Market
9.3.6.4.1 South Korea Recommendation Engine Market by Type
9.3.6.4.2 South Korea Recommendation Engine Market by Application
9.3.6.4.3 South Korea Recommendation Engine Market by Deployment Type
9.3.6.4.4 South Korea Recommendation Engine Market by Organization Size
9.3.6.4.5 South Korea Recommendation Engine Market by End Use
9.3.6.5 Singapore Recommendation Engine Market
9.3.6.5.1 Singapore Recommendation Engine Market by Type
9.3.6.5.2 Singapore Recommendation Engine Market by Application
9.3.6.5.3 Singapore Recommendation Engine Market by Deployment Type
9.3.6.5.4 Singapore Recommendation Engine Market by Organization Size
9.3.6.5.5 Singapore Recommendation Engine Market by End Use
9.3.6.6 Malaysia Recommendation Engine Market
9.3.6.6.1 Malaysia Recommendation Engine Market by Type
9.3.6.6.2 Malaysia Recommendation Engine Market by Application
9.3.6.6.3 Malaysia Recommendation Engine Market by Deployment Type
9.3.6.6.4 Malaysia Recommendation Engine Market by Organization Size
9.3.6.6.5 Malaysia Recommendation Engine Market by End Use
9.3.6.7 Rest of Asia Pacific Recommendation Engine Market
9.3.6.7.1 Rest of Asia Pacific Recommendation Engine Market by Type
9.3.6.7.2 Rest of Asia Pacific Recommendation Engine Market by Application
9.3.6.7.3 Rest of Asia Pacific Recommendation Engine Market by Deployment Type
9.3.6.7.4 Rest of Asia Pacific Recommendation Engine Market by Organization Size
9.3.6.7.5 Rest of Asia Pacific Recommendation Engine Market by End Use
9.4 LAMEA Recommendation Engine Market
9.4.1 LAMEA Recommendation Engine Market by Type
9.4.1.1 LAMEA Collaborative Filtering Market by Country
9.4.1.2 LAMEA Content-based Filtering Market by Country
9.4.1.3 LAMEA Hybrid Recommendation Market by Country
9.4.2 LAMEA Recommendation Engine Market by Application
9.4.2.1 LAMEA Personalized Campaigns & Customer Delivery Market by Country
9.4.2.2 LAMEA Product Planning & Proactive Asset Management Market by Country
9.4.2.3 LAMEA Strategy Operations & Planning Market by Country
9.4.3 LAMEA Recommendation Engine Market by Deployment Type
9.4.3.1 LAMEA Cloud Market by Country
9.4.3.2 LAMEA On-premise Market by Country
9.4.4 LAMEA Recommendation Engine Market by Organization Size
9.4.4.1 LAMEA Large Enterprises Market by Country
9.4.4.2 LAMEA Small & Medium Enterprises Market by Country
9.4.5 LAMEA Recommendation Engine Market by End Use
9.4.5.1 LAMEA Retail Market by Country
9.4.5.2 LAMEA BFSI Market by Country
9.4.5.3 LAMEA Healthcare Market by Country
9.4.5.4 LAMEA Media & Entertainment Market by Country
9.4.5.5 LAMEA Information Technology Market by Country
9.4.5.6 LAMEA Others Market by Country
9.4.6 LAMEA Recommendation Engine Market by Country
9.4.6.1 Brazil Recommendation Engine Market
9.4.6.1.1 Brazil Recommendation Engine Market by Type
9.4.6.1.2 Brazil Recommendation Engine Market by Application
9.4.6.1.3 Brazil Recommendation Engine Market by Deployment Type
9.4.6.1.4 Brazil Recommendation Engine Market by Organization Size
9.4.6.1.5 Brazil Recommendation Engine Market by End Use
9.4.6.2 Argentina Recommendation Engine Market
9.4.6.2.1 Argentina Recommendation Engine Market by Type
9.4.6.2.2 Argentina Recommendation Engine Market by Application
9.4.6.2.3 Argentina Recommendation Engine Market by Deployment Type
9.4.6.2.4 Argentina Recommendation Engine Market by Organization Size
9.4.6.2.5 Argentina Recommendation Engine Market by End Use
9.4.6.3 UAE Recommendation Engine Market
9.4.6.3.1 UAE Recommendation Engine Market by Type
9.4.6.3.2 UAE Recommendation Engine Market by Application
9.4.6.3.3 UAE Recommendation Engine Market by Deployment Type
9.4.6.3.4 UAE Recommendation Engine Market by Organization Size
9.4.6.3.5 UAE Recommendation Engine Market by End Use
9.4.6.4 Saudi Arabia Recommendation Engine Market
9.4.6.4.1 Saudi Arabia Recommendation Engine Market by Type
9.4.6.4.2 Saudi Arabia Recommendation Engine Market by Application
9.4.6.4.3 Saudi Arabia Recommendation Engine Market by Deployment Type
9.4.6.4.4 Saudi Arabia Recommendation Engine Market by Organization Size
9.4.6.4.5 Saudi Arabia Recommendation Engine Market by End Use
9.4.6.5 South Africa Recommendation Engine Market
9.4.6.5.1 South Africa Recommendation Engine Market by Type
9.4.6.5.2 South Africa Recommendation Engine Market by Application
9.4.6.5.3 South Africa Recommendation Engine Market by Deployment Type
9.4.6.5.4 South Africa Recommendation Engine Market by Organization Size
9.4.6.5.5 South Africa Recommendation Engine Market by End Use
9.4.6.6 Nigeria Recommendation Engine Market
9.4.6.6.1 Nigeria Recommendation Engine Market by Type
9.4.6.6.2 Nigeria Recommendation Engine Market by Application
9.4.6.6.3 Nigeria Recommendation Engine Market by Deployment Type
9.4.6.6.4 Nigeria Recommendation Engine Market by Organization Size
9.4.6.6.5 Nigeria Recommendation Engine Market by End Use
9.4.6.7 Rest of LAMEA Recommendation Engine Market
9.4.6.7.1 Rest of LAMEA Recommendation Engine Market by Type
9.4.6.7.2 Rest of LAMEA Recommendation Engine Market by Application
9.4.6.7.3 Rest of LAMEA Recommendation Engine Market by Deployment Type
9.4.6.7.4 Rest of LAMEA Recommendation Engine Market by Organization Size
9.4.6.7.5 Rest of LAMEA Recommendation Engine Market by End Use

Chapter 10. Company Profiles
10.1 IBM Corporation
10.1.1 Company Overview
10.1.2 Financial Analysis
10.1.3 Regional & Segmental Analysis
10.1.4 Research & Development Expenses
10.1.5 Recent strategies and developments:
10.1.5.1 Acquisitions and Mergers:
10.1.6 SWOT Analysis
10.2 Oracle Corporation
10.2.1 Company Overview
10.2.2 Financial Analysis
10.2.3 Segmental and Regional Analysis
10.2.4 Research & Development Expense
10.2.5 SWOT Analysis
10.3 Microsoft Corporation
10.3.1 Company Overview
10.3.2 Financial Analysis
10.3.3 Segmental and Regional Analysis
10.3.4 Research & Development Expenses
10.3.5 Recent strategies and developments:
10.3.5.1 Product Launches and Product Expansions:
10.3.6 SWOT Analysis
10.4 SAP SE
10.4.1 Company Overview
10.4.2 Financial Analysis
10.4.3 Segmental and Regional Analysis
10.4.4 Research & Development Expense
10.4.5 Recent strategies and developments:
10.4.5.1 Acquisitions and Mergers:
10.4.6 SWOT Analysis
10.5 Salesforce.com, Inc.
10.5.1 Company Overview
10.5.2 Financial Analysis
10.5.3 Regional Analysis
10.5.4 Research & Development Expense
10.5.5 Recent strategies and developments:
10.5.5.1 Product Launches and Product Expansions:
10.5.6 SWOT Analysis
10.6 Adobe, Inc.
10.6.1 Company Overview
10.6.2 Financial Analysis
10.6.3 Segmental and Regional Analysis
10.6.4 Research & Development Expense
10.6.5 Recent strategies and developments:
10.6.5.1 Partnerships, Collaborations, and Agreements:
10.6.5.2 Product Launches and Product Expansions:
10.6.5.3 Acquisitions and Mergers:
10.6.6 SWOT Analysis
10.7 Google LLC
10.7.1 Company Overview
10.7.2 Financial Analysis
10.7.3 Segmental and Regional Analysis
10.7.4 Research & Development Expense
10.7.5 Recent strategies and developments:
10.7.5.1 Partnerships, Collaborations, and Agreements:
10.7.5.2 Product Launches and Product Expansions:
10.7.6 SWOT Analysis
10.8 Intel Corporation
10.8.1 Company Overview
10.8.2 Financial Analysis
10.8.3 Segmental and Regional Analysis
10.8.4 Research & Development Expenses
10.8.5 Recent strategies and developments:
10.8.5.1 Partnerships, Collaborations, and Agreements:
10.8.5.2 Product Launches and Product Expansions:
10.8.5.3 Acquisitions and Mergers:
10.8.6 SWOT Analysis
10.9 Hewlett Packard Enterprise Company
10.9.1 Company Overview
10.9.2 Financial Analysis
10.9.3 Segmental and Regional Analysis
10.9.4 Research & Development Expense
10.9.5 Recent strategies and developments:
10.9.5.1 Product Launches and Product Expansions:
10.9.6 SWOT Analysis
10.10. Amazon.com, Inc.
10.10.1 Company Overview
10.10.2 Financial Analysis
10.10.3 Segmental and Regional Analysis
10.10.4 Recent strategies and developments:
10.10.4.1 Product Launches and Product Expansions:
10.10.5 SWOT Analysis

TABLE 1 Global Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 2 Global Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 3 Partnerships, Collaborations and Agreements– Recommendation Engine Market
TABLE 4 Product Launches And Product Expansions– Recommendation Engine Market
TABLE 5 Acquisitions and Mergers– Recommendation Engine Market
TABLE 6 Global Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 7 Global Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 8 Global Collaborative Filtering Market by Region, 2017 - 2020, USD Million
TABLE 9 Global Collaborative Filtering Market by Region, 2021 - 2027, USD Million
TABLE 10 Global Content-based Filtering Market by Region, 2017 - 2020, USD Million
TABLE 11 Global Content-based Filtering Market by Region, 2021 - 2027, USD Million
TABLE 12 Global Hybrid Recommendation Market by Region, 2017 - 2020, USD Million
TABLE 13 Global Hybrid Recommendation Market by Region, 2021 - 2027, USD Million
TABLE 14 Global Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 15 Global Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 16 Global Personalized Campaigns & Customer Delivery Market by Region, 2017 - 2020, USD Million
TABLE 17 Global Personalized Campaigns & Customer Delivery Market by Region, 2021 - 2027, USD Million
TABLE 18 Global Product Planning & Proactive Asset Management Market by Region, 2017 - 2020, USD Million
TABLE 19 Global Product Planning & Proactive Asset Management Market by Region, 2021 - 2027, USD Million
TABLE 20 Global Strategy Operations & Planning Market by Region, 2017 - 2020, USD Million
TABLE 21 Global Strategy Operations & Planning Market by Region, 2021 - 2027, USD Million
TABLE 22 Global Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 23 Global Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 24 Global Cloud Market by Region, 2017 - 2020, USD Million
TABLE 25 Global Cloud Market by Region, 2021 - 2027, USD Million
TABLE 26 Global On-premise Market by Region, 2017 - 2020, USD Million
TABLE 27 Global On-premise Market by Region, 2021 - 2027, USD Million
TABLE 28 Global Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 29 Global Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 30 Global Large Enterprises Market by Region, 2017 - 2020, USD Million
TABLE 31 Global Large Enterprises Market by Region, 2021 - 2027, USD Million
TABLE 32 Global Small & Medium Enterprises Market by Region, 2017 - 2020, USD Million
TABLE 33 Global Small & Medium Enterprises Market by Region, 2021 - 2027, USD Million
TABLE 34 Global Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 35 Global Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 36 Global Retail Market by Region, 2017 - 2020, USD Million
TABLE 37 Global Retail Market by Region, 2021 - 2027, USD Million
TABLE 38 Global BFSI Market by Region, 2017 - 2020, USD Million
TABLE 39 Global BFSI Market by Region, 2021 - 2027, USD Million
TABLE 40 Global Healthcare Market by Region, 2017 - 2020, USD Million
TABLE 41 Global Healthcare Market by Region, 2021 - 2027, USD Million
TABLE 42 Global Media & Entertainment Market by Region, 2017 - 2020, USD Million
TABLE 43 Global Media & Entertainment Market by Region, 2021 - 2027, USD Million
TABLE 44 Global Information Technology Market by Region, 2017 - 2020, USD Million
TABLE 45 Global Information Technology Market by Region, 2021 - 2027, USD Million
TABLE 46 Global Others Market by Region, 2017 - 2020, USD Million
TABLE 47 Global Others Market by Region, 2021 - 2027, USD Million
TABLE 48 Global Recommendation Engine Market by Region, 2017 - 2020, USD Million
TABLE 49 Global Recommendation Engine Market by Region, 2021 - 2027, USD Million
TABLE 50 North America Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 51 North America Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 52 North America Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 53 North America Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 54 North America Collaborative Filtering Market by Country, 2017 - 2020, USD Million
TABLE 55 North America Collaborative Filtering Market by Country, 2021 - 2027, USD Million
TABLE 56 North America Content-based Filtering Market by Country, 2017 - 2020, USD Million
TABLE 57 North America Content-based Filtering Market by Country, 2021 - 2027, USD Million
TABLE 58 North America Hybrid Recommendation Market by Country, 2017 - 2020, USD Million
TABLE 59 North America Hybrid Recommendation Market by Country, 2021 - 2027, USD Million
TABLE 60 North America Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 61 North America Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 62 North America Personalized Campaigns & Customer Delivery Market by Country, 2017 - 2020, USD Million
TABLE 63 North America Personalized Campaigns & Customer Delivery Market by Country, 2021 - 2027, USD Million
TABLE 64 North America Product Planning & Proactive Asset Management Market by Country, 2017 - 2020, USD Million
TABLE 65 North America Product Planning & Proactive Asset Management Market by Country, 2021 - 2027, USD Million
TABLE 66 North America Strategy Operations & Planning Market by Country, 2017 - 2020, USD Million
TABLE 67 North America Strategy Operations & Planning Market by Country, 2021 - 2027, USD Million
TABLE 68 North America Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 69 North America Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 70 North America Cloud Market by Country, 2017 - 2020, USD Million
TABLE 71 North America Cloud Market by Country, 2021 - 2027, USD Million
TABLE 72 North America On-premise Market by Country, 2017 - 2020, USD Million
TABLE 73 North America On-premise Market by Country, 2021 - 2027, USD Million
TABLE 74 North America Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 75 North America Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 76 North America Large Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 77 North America Large Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 78 North America Small & Medium Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 79 North America Small & Medium Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 80 North America Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 81 North America Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 82 North America Retail Market by Country, 2017 - 2020, USD Million
TABLE 83 North America Retail Market by Country, 2021 - 2027, USD Million
TABLE 84 North America BFSI Market by Country, 2017 - 2020, USD Million
TABLE 85 North America BFSI Market by Country, 2021 - 2027, USD Million
TABLE 86 North America Healthcare Market by Country, 2017 - 2020, USD Million
TABLE 87 North America Healthcare Market by Country, 2021 - 2027, USD Million
TABLE 88 North America Media & Entertainment Market by Country, 2017 - 2020, USD Million
TABLE 89 North America Media & Entertainment Market by Country, 2021 - 2027, USD Million
TABLE 90 North America Information Technology Market by Country, 2017 - 2020, USD Million
TABLE 91 North America Information Technology Market by Country, 2021 - 2027, USD Million
TABLE 92 North America Others Market by Country, 2017 - 2020, USD Million
TABLE 93 North America Others Market by Country, 2021 - 2027, USD Million
TABLE 94 North America Recommendation Engine Market by Country, 2017 - 2020, USD Million
TABLE 95 North America Recommendation Engine Market by Country, 2021 - 2027, USD Million
TABLE 96 US Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 97 US Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 98 US Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 99 US Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 100 US Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 101 US Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 102 US Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 103 US Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 104 US Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 105 US Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 106 US Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 107 US Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 108 Canada Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 109 Canada Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 110 Canada Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 111 Canada Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 112 Canada Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 113 Canada Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 114 Canada Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 115 Canada Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 116 Canada Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 117 Canada Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 118 Canada Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 119 Canada Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 120 Mexico Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 121 Mexico Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 122 Mexico Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 123 Mexico Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 124 Mexico Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 125 Mexico Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 126 Mexico Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 127 Mexico Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 128 Mexico Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 129 Mexico Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 130 Mexico Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 131 Mexico Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 132 Rest of North America Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 133 Rest of North America Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 134 Rest of North America Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 135 Rest of North America Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 136 Rest of North America Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 137 Rest of North America Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 138 Rest of North America Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 139 Rest of North America Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 140 Rest of North America Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 141 Rest of North America Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 142 Rest of North America Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 143 Rest of North America Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 144 Europe Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 145 Europe Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 146 Europe Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 147 Europe Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 148 Europe Collaborative Filtering Market by Country, 2017 - 2020, USD Million
TABLE 149 Europe Collaborative Filtering Market by Country, 2021 - 2027, USD Million
TABLE 150 Europe Content-based Filtering Market by Country, 2017 - 2020, USD Million
TABLE 151 Europe Content-based Filtering Market by Country, 2021 - 2027, USD Million
TABLE 152 Europe Hybrid Recommendation Market by Country, 2017 - 2020, USD Million
TABLE 153 Europe Hybrid Recommendation Market by Country, 2021 - 2027, USD Million
TABLE 154 Europe Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 155 Europe Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 156 Europe Personalized Campaigns & Customer Delivery Market by Country, 2017 - 2020, USD Million
TABLE 157 Europe Personalized Campaigns & Customer Delivery Market by Country, 2021 - 2027, USD Million
TABLE 158 Europe Product Planning & Proactive Asset Management Market by Country, 2017 - 2020, USD Million
TABLE 159 Europe Product Planning & Proactive Asset Management Market by Country, 2021 - 2027, USD Million
TABLE 160 Europe Strategy Operations & Planning Market by Country, 2017 - 2020, USD Million
TABLE 161 Europe Strategy Operations & Planning Market by Country, 2021 - 2027, USD Million
TABLE 162 Europe Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 163 Europe Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 164 Europe Cloud Market by Country, 2017 - 2020, USD Million
TABLE 165 Europe Cloud Market by Country, 2021 - 2027, USD Million
TABLE 166 Europe On-premise Market by Country, 2017 - 2020, USD Million
TABLE 167 Europe On-premise Market by Country, 2021 - 2027, USD Million
TABLE 168 Europe Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 169 Europe Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 170 Europe Large Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 171 Europe Large Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 172 Europe Small & Medium Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 173 Europe Small & Medium Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 174 Europe Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 175 Europe Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 176 Europe Retail Market by Country, 2017 - 2020, USD Million
TABLE 177 Europe Retail Market by Country, 2021 - 2027, USD Million
TABLE 178 Europe BFSI Market by Country, 2017 - 2020, USD Million
TABLE 179 Europe BFSI Market by Country, 2021 - 2027, USD Million
TABLE 180 Europe Healthcare Market by Country, 2017 - 2020, USD Million
TABLE 181 Europe Healthcare Market by Country, 2021 - 2027, USD Million
TABLE 182 Europe Media & Entertainment Market by Country, 2017 - 2020, USD Million
TABLE 183 Europe Media & Entertainment Market by Country, 2021 - 2027, USD Million
TABLE 184 Europe Information Technology Market by Country, 2017 - 2020, USD Million
TABLE 185 Europe Information Technology Market by Country, 2021 - 2027, USD Million
TABLE 186 Europe Others Market by Country, 2017 - 2020, USD Million
TABLE 187 Europe Others Market by Country, 2021 - 2027, USD Million
TABLE 188 Europe Recommendation Engine Market by Country, 2017 - 2020, USD Million
TABLE 189 Europe Recommendation Engine Market by Country, 2021 - 2027, USD Million
TABLE 190 Germany Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 191 Germany Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 192 Germany Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 193 Germany Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 194 Germany Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 195 Germany Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 196 Germany Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 197 Germany Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 198 Germany Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 199 Germany Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 200 Germany Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 201 Germany Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 202 UK Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 203 UK Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 204 UK Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 205 UK Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 206 UK Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 207 UK Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 208 UK Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 209 UK Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 210 UK Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 211 UK Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 212 UK Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 213 UK Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 214 France Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 215 France Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 216 France Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 217 France Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 218 France Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 219 France Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 220 France Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 221 France Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 222 France Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 223 France Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 224 France Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 225 France Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 226 Russia Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 227 Russia Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 228 Russia Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 229 Russia Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 230 Russia Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 231 Russia Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 232 Russia Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 233 Russia Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 234 Russia Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 235 Russia Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 236 Russia Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 237 Russia Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 238 Spain Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 239 Spain Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 240 Spain Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 241 Spain Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 242 Spain Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 243 Spain Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 244 Spain Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 245 Spain Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 246 Spain Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 247 Spain Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 248 Spain Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 249 Spain Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 250 Italy Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 251 Italy Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 252 Italy Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 253 Italy Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 254 Italy Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 255 Italy Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 256 Italy Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 257 Italy Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 258 Italy Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 259 Italy Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 260 Italy Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 261 Italy Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 262 Rest of Europe Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 263 Rest of Europe Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 264 Rest of Europe Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 265 Rest of Europe Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 266 Rest of Europe Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 267 Rest of Europe Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 268 Rest of Europe Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 269 Rest of Europe Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 270 Rest of Europe Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 271 Rest of Europe Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 272 Rest of Europe Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 273 Rest of Europe Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 274 Asia Pacific Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 275 Asia Pacific Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 276 Asia Pacific Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 277 Asia Pacific Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 278 Asia Pacific Collaborative Filtering Market by Country, 2017 - 2020, USD Million
TABLE 279 Asia Pacific Collaborative Filtering Market by Country, 2021 - 2027, USD Million
TABLE 280 Asia Pacific Content-based Filtering Market by Country, 2017 - 2020, USD Million
TABLE 281 Asia Pacific Content-based Filtering Market by Country, 2021 - 2027, USD Million
TABLE 282 Asia Pacific Hybrid Recommendation Market by Country, 2017 - 2020, USD Million
TABLE 283 Asia Pacific Hybrid Recommendation Market by Country, 2021 - 2027, USD Million
TABLE 284 Asia Pacific Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 285 Asia Pacific Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 286 Asia Pacific Personalized Campaigns & Customer Delivery Market by Country, 2017 - 2020, USD Million
TABLE 287 Asia Pacific Personalized Campaigns & Customer Delivery Market by Country, 2021 - 2027, USD Million
TABLE 288 Asia Pacific Product Planning & Proactive Asset Management Market by Country, 2017 - 2020, USD Million
TABLE 289 Asia Pacific Product Planning & Proactive Asset Management Market by Country, 2021 - 2027, USD Million
TABLE 290 Asia Pacific Strategy Operations & Planning Market by Country, 2017 - 2020, USD Million
TABLE 291 Asia Pacific Strategy Operations & Planning Market by Country, 2021 - 2027, USD Million
TABLE 292 Asia Pacific Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 293 Asia Pacific Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 294 Asia Pacific Cloud Market by Country, 2017 - 2020, USD Million
TABLE 295 Asia Pacific Cloud Market by Country, 2021 - 2027, USD Million
TABLE 296 Asia Pacific On-premise Market by Country, 2017 - 2020, USD Million
TABLE 297 Asia Pacific On-premise Market by Country, 2021 - 2027, USD Million
TABLE 298 Asia Pacific Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 299 Asia Pacific Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 300 Asia Pacific Large Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 301 Asia Pacific Large Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 302 Asia Pacific Small & Medium Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 303 Asia Pacific Small & Medium Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 304 Asia Pacific Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 305 Asia Pacific Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 306 Asia Pacific Retail Market by Country, 2017 - 2020, USD Million
TABLE 307 Asia Pacific Retail Market by Country, 2021 - 2027, USD Million
TABLE 308 Asia Pacific BFSI Market by Country, 2017 - 2020, USD Million
TABLE 309 Asia Pacific BFSI Market by Country, 2021 - 2027, USD Million
TABLE 310 Asia Pacific Healthcare Market by Country, 2017 - 2020, USD Million
TABLE 311 Asia Pacific Healthcare Market by Country, 2021 - 2027, USD Million
TABLE 312 Asia Pacific Media & Entertainment Market by Country, 2017 - 2020, USD Million
TABLE 313 Asia Pacific Media & Entertainment Market by Country, 2021 - 2027, USD Million
TABLE 314 Asia Pacific Information Technology Market by Country, 2017 - 2020, USD Million
TABLE 315 Asia Pacific Information Technology Market by Country, 2021 - 2027, USD Million
TABLE 316 Asia Pacific Others Market by Country, 2017 - 2020, USD Million
TABLE 317 Asia Pacific Others Market by Country, 2021 - 2027, USD Million
TABLE 318 Asia Pacific Recommendation Engine Market by Country, 2017 - 2020, USD Million
TABLE 319 Asia Pacific Recommendation Engine Market by Country, 2021 - 2027, USD Million
TABLE 320 China Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 321 China Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 322 China Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 323 China Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 324 China Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 325 China Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 326 China Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 327 China Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 328 China Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 329 China Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 330 China Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 331 China Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 332 Japan Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 333 Japan Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 334 Japan Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 335 Japan Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 336 Japan Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 337 Japan Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 338 Japan Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 339 Japan Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 340 Japan Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 341 Japan Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 342 Japan Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 343 Japan Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 344 India Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 345 India Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 346 India Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 347 India Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 348 India Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 349 India Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 350 India Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 351 India Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 352 India Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 353 India Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 354 India Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 355 India Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 356 South Korea Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 357 South Korea Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 358 South Korea Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 359 South Korea Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 360 South Korea Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 361 South Korea Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 362 South Korea Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 363 South Korea Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 364 South Korea Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 365 South Korea Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 366 South Korea Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 367 South Korea Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 368 Singapore Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 369 Singapore Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 370 Singapore Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 371 Singapore Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 372 Singapore Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 373 Singapore Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 374 Singapore Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 375 Singapore Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 376 Singapore Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 377 Singapore Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 378 Singapore Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 379 Singapore Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 380 Malaysia Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 381 Malaysia Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 382 Malaysia Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 383 Malaysia Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 384 Malaysia Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 385 Malaysia Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 386 Malaysia Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 387 Malaysia Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 388 Malaysia Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 389 Malaysia Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 390 Malaysia Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 391 Malaysia Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 392 Rest of Asia Pacific Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 393 Rest of Asia Pacific Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 394 Rest of Asia Pacific Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 395 Rest of Asia Pacific Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 396 Rest of Asia Pacific Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 397 Rest of Asia Pacific Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 398 Rest of Asia Pacific Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 399 Rest of Asia Pacific Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 400 Rest of Asia Pacific Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 401 Rest of Asia Pacific Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 402 Rest of Asia Pacific Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 403 Rest of Asia Pacific Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 404 LAMEA Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 405 LAMEA Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 406 LAMEA Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 407 LAMEA Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 408 LAMEA Collaborative Filtering Market by Country, 2017 - 2020, USD Million
TABLE 409 LAMEA Collaborative Filtering Market by Country, 2021 - 2027, USD Million
TABLE 410 LAMEA Content-based Filtering Market by Country, 2017 - 2020, USD Million
TABLE 411 LAMEA Content-based Filtering Market by Country, 2021 - 2027, USD Million
TABLE 412 LAMEA Hybrid Recommendation Market by Country, 2017 - 2020, USD Million
TABLE 413 LAMEA Hybrid Recommendation Market by Country, 2021 - 2027, USD Million
TABLE 414 LAMEA Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 415 LAMEA Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 416 LAMEA Personalized Campaigns & Customer Delivery Market by Country, 2017 - 2020, USD Million
TABLE 417 LAMEA Personalized Campaigns & Customer Delivery Market by Country, 2021 - 2027, USD Million
TABLE 418 LAMEA Product Planning & Proactive Asset Management Market by Country, 2017 - 2020, USD Million
TABLE 419 LAMEA Product Planning & Proactive Asset Management Market by Country, 2021 - 2027, USD Million
TABLE 420 LAMEA Strategy Operations & Planning Market by Country, 2017 - 2020, USD Million
TABLE 421 LAMEA Strategy Operations & Planning Market by Country, 2021 - 2027, USD Million
TABLE 422 LAMEA Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 423 LAMEA Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 424 LAMEA Cloud Market by Country, 2017 - 2020, USD Million
TABLE 425 LAMEA Cloud Market by Country, 2021 - 2027, USD Million
TABLE 426 LAMEA On-premise Market by Country, 2017 - 2020, USD Million
TABLE 427 LAMEA On-premise Market by Country, 2021 - 2027, USD Million
TABLE 428 LAMEA Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 429 LAMEA Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 430 LAMEA Large Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 431 LAMEA Large Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 432 LAMEA Small & Medium Enterprises Market by Country, 2017 - 2020, USD Million
TABLE 433 LAMEA Small & Medium Enterprises Market by Country, 2021 - 2027, USD Million
TABLE 434 LAMEA Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 435 LAMEA Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 436 LAMEA Retail Market by Country, 2017 - 2020, USD Million
TABLE 437 LAMEA Retail Market by Country, 2021 - 2027, USD Million
TABLE 438 LAMEA BFSI Market by Country, 2017 - 2020, USD Million
TABLE 439 LAMEA BFSI Market by Country, 2021 - 2027, USD Million
TABLE 440 LAMEA Healthcare Market by Country, 2017 - 2020, USD Million
TABLE 441 LAMEA Healthcare Market by Country, 2021 - 2027, USD Million
TABLE 442 LAMEA Media & Entertainment Market by Country, 2017 - 2020, USD Million
TABLE 443 LAMEA Media & Entertainment Market by Country, 2021 - 2027, USD Million
TABLE 444 LAMEA Information Technology Market by Country, 2017 - 2020, USD Million
TABLE 445 LAMEA Information Technology Market by Country, 2021 - 2027, USD Million
TABLE 446 LAMEA Others Market by Country, 2017 - 2020, USD Million
TABLE 447 LAMEA Others Market by Country, 2021 - 2027, USD Million
TABLE 448 LAMEA Recommendation Engine Market by Country, 2017 - 2020, USD Million
TABLE 449 LAMEA Recommendation Engine Market by Country, 2021 - 2027, USD Million
TABLE 450 Brazil Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 451 Brazil Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 452 Brazil Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 453 Brazil Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 454 Brazil Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 455 Brazil Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 456 Brazil Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 457 Brazil Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 458 Brazil Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 459 Brazil Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 460 Brazil Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 461 Brazil Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 462 Argentina Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 463 Argentina Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 464 Argentina Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 465 Argentina Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 466 Argentina Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 467 Argentina Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 468 Argentina Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 469 Argentina Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 470 Argentina Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 471 Argentina Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 472 Argentina Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 473 Argentina Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 474 UAE Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 475 UAE Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 476 UAE Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 477 UAE Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 478 UAE Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 479 UAE Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 480 UAE Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 481 UAE Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 482 UAE Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 483 UAE Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 484 UAE Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 485 UAE Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 486 Saudi Arabia Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 487 Saudi Arabia Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 488 Saudi Arabia Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 489 Saudi Arabia Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 490 Saudi Arabia Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 491 Saudi Arabia Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 492 Saudi Arabia Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 493 Saudi Arabia Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 494 Saudi Arabia Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 495 Saudi Arabia Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 496 Saudi Arabia Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 497 Saudi Arabia Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 498 South Africa Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 499 South Africa Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 500 South Africa Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 501 South Africa Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 502 South Africa Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 503 South Africa Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 504 South Africa Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 505 South Africa Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 506 South Africa Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 507 South Africa Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 508 South Africa Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 509 South Africa Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 510 Nigeria Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 511 Nigeria Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 512 Nigeria Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 513 Nigeria Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 514 Nigeria Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 515 Nigeria Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 516 Nigeria Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 517 Nigeria Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 518 Nigeria Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 519 Nigeria Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 520 Nigeria Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 521 Nigeria Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 522 Rest of LAMEA Recommendation Engine Market, 2017 - 2020, USD Million
TABLE 523 Rest of LAMEA Recommendation Engine Market, 2021 - 2027, USD Million
TABLE 524 Rest of LAMEA Recommendation Engine Market by Type, 2017 - 2020, USD Million
TABLE 525 Rest of LAMEA Recommendation Engine Market by Type, 2021 - 2027, USD Million
TABLE 526 Rest of LAMEA Recommendation Engine Market by Application, 2017 - 2020, USD Million
TABLE 527 Rest of LAMEA Recommendation Engine Market by Application, 2021 - 2027, USD Million
TABLE 528 Rest of LAMEA Recommendation Engine Market by Deployment Type, 2017 - 2020, USD Million
TABLE 529 Rest of LAMEA Recommendation Engine Market by Deployment Type, 2021 - 2027, USD Million
TABLE 530 Rest of LAMEA Recommendation Engine Market by Organization Size, 2017 - 2020, USD Million
TABLE 531 Rest of LAMEA Recommendation Engine Market by Organization Size, 2021 - 2027, USD Million
TABLE 532 Rest of LAMEA Recommendation Engine Market by End Use, 2017 - 2020, USD Million
TABLE 533 Rest of LAMEA Recommendation Engine Market by End Use, 2021 - 2027, USD Million
TABLE 534 Key information – IBM Corporation
TABLE 535 Key Information – Oracle Corporation
TABLE 536 key information – Microsoft Corporation
TABLE 537 Key Information – SAP SE
TABLE 538 Key Information –Salesforce.com, Inc.
TABLE 539 Key Information – Adobe, Inc.
TABLE 540 Key Information – Google LLC
TABLE 541 Key Information – Intel Corporation
TABLE 542 key information – Hewlett Packard Enterprise Company
TABLE 543 Key Information – Amazon.com, Inc.

List of Figures
FIG 1 Methodology for the research
FIG 2 KBV Cardinal Matrix
FIG 3 Key Leading Strategies: Percentage Distribution (2017-2021)
FIG 4 Key Strategic Move: (Product Launches and Product Expansions : 2018, Jul – 2021, apr) Leading Players
FIG 5 Swot analysis: IBM Corporation
FIG 6 SWOT analysis: Oracle Corporation
FIG 7 SWOT Analysis: Microsoft Corporation
FIG 8 SWOT Analysis: SAP SE
FIG 9 SWOT Analysis: Salesforce.com Inc.
FIG 10 Recent strategies and developments: Adobe, Inc.
FIG 11 SWOT Analysis: Adobe, inc.
FIG 12 SWOT Analysis: Alphabet Inc. (Google LLC)
FIG 13 Recent strategies and developments: Intel Corporation
FIG 14 SWOT analysis: Intel corporation
FIG 15 SWOT analysis: Hewlett-Packard enterprise Company
FIG 16 SWOT analysis: Amazon.com, Inc.