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
Unique Offerings 