+353-1-416-8900REST OF WORLD
+44-20-3973-8888REST OF WORLD
1-917-300-0470EAST COAST U.S
1-800-526-8630U.S. (TOLL FREE)
Recommendation Engines Market - Global Forecast 2025-2030- Product Image
Recommendation Engines Market - Global Forecast 2025-2030- Product Image
Sale

Recommendation Engines Market - Global Forecast 2025-2030

  • PDF Icon

    Report

  • 187 Pages
  • August 2025
  • Region: Global
  • 360iResearch™
  • ID: 6012289
UP TO OFF until Jan 01st 2026
1h Free Analyst Time
Description Jump to:
1h Free Analyst Time

Speak directly to the analyst to clarify any post sales queries you may have.

The recommendation engines market is rapidly redefining digital business strategies, enabling organizations to deliver highly personalized customer journeys that maximize engagement and operational value. This report delivers targeted insights for executives seeking actionable guidance on competitive positioning and technology investment in this transformative environment.

Market Snapshot: Recommendation Engines Market Size & Growth

The Recommendation Engines Market grew from USD 2.81 billion in 2024 to USD 3.17 billion in 2025, driven by the accelerated adoption of personalization platforms across diverse sectors. With an expected CAGR of 12.65%, the market is projected to reach USD 5.75 billion by 2030. Expansion is fueled by increased demand for tailored experiences and data-driven business models across industries including retail, finance, healthcare, and technology. Companies are recalibrating engagement frameworks and investing in advanced analytics to unlock new sources of revenue and sustained customer loyalty.

Scope & Segmentation

This report offers an in-depth analysis of drivers, challenges, and opportunities within the recommendation engines market. Key areas covered include:

  • Deployment Model: Cloud (Private Cloud, Public Cloud), On-Premise
  • Organization Size: Large Enterprises, Small and Medium Enterprises
  • Component: Hardware, Services (Managed, Professional), Software
  • Engine Type: Collaborative Filtering, Content-Based, Hybrid
  • Application: Content Recommendations, Personalized Marketing, Product Recommendations, Upselling and Cross-Selling
  • End User: BFSI, Healthcare, IT & Telecom, Retail (Brick-and-Mortar, E-Commerce)
  • Regional Coverage: Americas (including United States, Canada, Mexico, Brazil, Argentina), Europe, Middle East & Africa (including key economies such as the United Kingdom, Germany, France, and others), Asia-Pacific (China, India, Japan, Australia, South Korea, Southeast Asian economies)
  • Leading Companies: Amazon.com, Alphabet Inc., Microsoft, IBM, Adobe, Oracle, Salesforce, SAP, Alibaba Group, Baidu
  • Technologies Analyzed: Machine learning algorithms, natural language processing, explainable AI, privacy-preserving computation, cross-channel orchestration

Key Takeaways

  • Recommendation engines now form a mission-critical layer in business technology stacks, supporting tailored marketing, content delivery, and customer engagement.
  • Organizations are integrating advanced analytics and real-time data processing to anticipate customer needs and create dynamic user experiences.
  • Businesses are shifting to hybrid and cloud-native deployment models to balance agility, security, and regulatory requirements.
  • Adoption is influenced by regional regulatory frameworks and digital maturity, with different patterns observed in North America, EMEA, and Asia-Pacific.
  • Industry leaders differentiate themselves by investing in proprietary algorithms, developing vertical-specific use cases, and fostering open-source collaboration to drive cost-effective innovation.
  • Data governance and explainable AI are gaining importance as organizations address data privacy, transparency, and trust concerns in recommendation workflows.

Tariff Impact on Technology Deployment

Upcoming United States tariffs scheduled for 2025 are reshaping deployment dynamics in the recommendation engine landscape. Rising hardware costs and supply chain complexities are compelling many organizations to accelerate cloud migration and reevaluate on-premise commitments. Cloud providers may revisit subscription pricing or maintenance fees in response to hardware import duties, prompting careful total cost assessments by enterprises operating hybrid architectures. Simultaneously, companies are seeking open-source and software-centric alternatives that help reduce dependency on tariff-sensitive components and stabilize long-term technology investments.

Methodology & Data Sources

This analysis employs a rigorous research methodology, combining comprehensive secondary research with primary interviews involving industry executives, data scientists, and technology architects. Expert perspectives were integrated with validated survey data and advanced analytical frameworks to provide a holistic view of market dynamics, trends, and strategic imperatives.

Why This Report Matters

  • Equip leadership teams with clear, actionable insights to inform investment priorities and technology roadmaps in a rapidly evolving recommendation engines market.
  • Understand region-specific adoption trends, regulatory considerations, and emerging challenges to tailor go-to-market strategies and partnerships effectively.
  • Leverage segmentation detail to align solutions precisely with customer requirements and optimize new product development efforts.

Conclusion

Recommendation engines are reshaping digital engagement, supporting operational excellence and customer-centric innovation. This report supports senior decision-makers in capitalizing on technology trends and positioning their organizations for sustained advantage in this dynamic market environment.

 

Additional Product Information:

  • Purchase of this report includes 1 year online access with quarterly updates.
  • This report can be updated on request. Please contact our Customer Experience team using the Ask a Question widget on our website.

Table of Contents

1. Preface
1.1. Objectives of the Study
1.2. Market Segmentation & Coverage
1.3. Years Considered for the Study
1.4. Currency & Pricing
1.5. Language
1.6. Stakeholders
2. Research Methodology
2.1. Define: Research Objective
2.2. Determine: Research Design
2.3. Prepare: Research Instrument
2.4. Collect: Data Source
2.5. Analyze: Data Interpretation
2.6. Formulate: Data Verification
2.7. Publish: Research Report
2.8. Repeat: Report Update
3. Executive Summary
4. Market Overview
4.1. Introduction
4.2. Market Sizing & Forecasting
5. Market Dynamics
5.1. Adoption of federated learning models to enhance user privacy and data security in recommendation engines
5.2. Integration of multimodal AI to combine text, image, and audio signals for richer content recommendations
5.3. Leveraging graph neural networks to improve cross-domain personalization and product discovery efficiency
5.4. Development of causal inference frameworks to minimize bias and improve fairness in recommendations
5.5. Deployment of edge computing solutions to reduce latency and power consumption in mobile recommendation systems
5.6. Utilization of reinforcement learning for dynamic context-aware recommendations in real-time streaming platforms
5.7. Implementation of privacy-preserving differential privacy techniques in collaborative filtering methods
5.8. Integration of zero-party data collection strategies to build trust and personalization without cookies
6. Market Insights
6.1. Porter’s Five Forces Analysis
6.2. PESTLE Analysis
7. Cumulative Impact of United States Tariffs 2025
8. Recommendation Engines Market, by Deployment Model
8.1. Introduction
8.2. Cloud
8.2.1. Private Cloud
8.2.2. Public Cloud
8.3. On-Premise
9. Recommendation Engines Market, by Organization Size
9.1. Introduction
9.2. Large Enterprises
9.3. Small And Medium Enterprises
10. Recommendation Engines Market, by Component
10.1. Introduction
10.2. Hardware
10.3. Services
10.3.1. Managed Services
10.3.2. Professional Services
10.4. Software
11. Recommendation Engines Market, by Engine Type
11.1. Introduction
11.2. Collaborative Filtering
11.3. Content-Based
11.4. Hybrid
12. Recommendation Engines Market, by Application
12.1. Introduction
12.2. Content Recommendations
12.3. Personalized Marketing
12.4. Product Recommendations
12.5. Upselling/Cross-Selling
13. Recommendation Engines Market, by End User
13.1. Introduction
13.2. BFSI
13.3. Healthcare
13.4. IT & Telecom
13.5. Retail
13.5.1. Brick And Mortar
13.5.2. E-Commerce
14. Americas Recommendation Engines Market
14.1. Introduction
14.2. United States
14.3. Canada
14.4. Mexico
14.5. Brazil
14.6. Argentina
15. Europe, Middle East & Africa Recommendation Engines Market
15.1. Introduction
15.2. United Kingdom
15.3. Germany
15.4. France
15.5. Russia
15.6. Italy
15.7. Spain
15.8. United Arab Emirates
15.9. Saudi Arabia
15.10. South Africa
15.11. Denmark
15.12. Netherlands
15.13. Qatar
15.14. Finland
15.15. Sweden
15.16. Nigeria
15.17. Egypt
15.18. Turkey
15.19. Israel
15.20. Norway
15.21. Poland
15.22. Switzerland
16. Asia-Pacific Recommendation Engines Market
16.1. Introduction
16.2. China
16.3. India
16.4. Japan
16.5. Australia
16.6. South Korea
16.7. Indonesia
16.8. Thailand
16.9. Philippines
16.10. Malaysia
16.11. Singapore
16.12. Vietnam
16.13. Taiwan
17. Competitive Landscape
17.1. Market Share Analysis, 2024
17.2. FPNV Positioning Matrix, 2024
17.3. Competitive Analysis
17.3.1. Amazon.com, Inc.
17.3.2. Alphabet Inc.
17.3.3. Microsoft Corporation
17.3.4. International Business Machines Corporation
17.3.5. Adobe Inc.
17.3.6. Oracle Corporation
17.3.7. Salesforce, Inc.
17.3.8. SAP SE
17.3.9. Alibaba Group Holding Limited
17.3.10. Baidu, Inc.
18. ResearchAI
19. ResearchStatistics
20. ResearchContacts
21. ResearchArticles
22. Appendix
List of Figures
FIGURE 1. RECOMMENDATION ENGINES MARKET RESEARCH PROCESS
FIGURE 2. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, 2018-2030 (USD MILLION)
FIGURE 3. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY REGION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 4. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 5. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2030 (%)
FIGURE 6. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 7. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2030 (%)
FIGURE 8. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 9. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2024 VS 2030 (%)
FIGURE 10. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 11. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2024 VS 2030 (%)
FIGURE 12. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 13. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2024 VS 2030 (%)
FIGURE 14. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 15. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2024 VS 2030 (%)
FIGURE 16. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 17. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 18. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 19. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2024 VS 2030 (%)
FIGURE 20. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 21. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 22. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 23. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2030 (%)
FIGURE 24. ASIA-PACIFIC RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2024 VS 2025 VS 2030 (USD MILLION)
FIGURE 25. RECOMMENDATION ENGINES MARKET SHARE, BY KEY PLAYER, 2024
FIGURE 26. RECOMMENDATION ENGINES MARKET, FPNV POSITIONING MATRIX, 2024
FIGURE 27. RECOMMENDATION ENGINES MARKET: RESEARCHAI
FIGURE 28. RECOMMENDATION ENGINES MARKET: RESEARCHSTATISTICS
FIGURE 29. RECOMMENDATION ENGINES MARKET: RESEARCHCONTACTS
FIGURE 30. RECOMMENDATION ENGINES MARKET: RESEARCHARTICLES
List of Tables
TABLE 1. RECOMMENDATION ENGINES MARKET SEGMENTATION & COVERAGE
TABLE 2. UNITED STATES DOLLAR EXCHANGE RATE, 2018-2024
TABLE 3. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, 2018-2024 (USD MILLION)
TABLE 4. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, 2025-2030 (USD MILLION)
TABLE 5. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY REGION, 2018-2024 (USD MILLION)
TABLE 6. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY REGION, 2025-2030 (USD MILLION)
TABLE 7. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 8. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 9. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 10. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 11. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 12. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 13. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 14. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PRIVATE CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 15. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2018-2024 (USD MILLION)
TABLE 16. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PUBLIC CLOUD, BY REGION, 2025-2030 (USD MILLION)
TABLE 17. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 18. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 19. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ON-PREMISE, BY REGION, 2018-2024 (USD MILLION)
TABLE 20. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ON-PREMISE, BY REGION, 2025-2030 (USD MILLION)
TABLE 21. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 22. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 23. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 24. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY LARGE ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 25. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISES, BY REGION, 2018-2024 (USD MILLION)
TABLE 26. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SMALL AND MEDIUM ENTERPRISES, BY REGION, 2025-2030 (USD MILLION)
TABLE 27. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 28. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 29. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HARDWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 30. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HARDWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 31. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 32. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 33. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 34. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY MANAGED SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 35. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2018-2024 (USD MILLION)
TABLE 36. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PROFESSIONAL SERVICES, BY REGION, 2025-2030 (USD MILLION)
TABLE 37. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 38. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 39. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SOFTWARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 40. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY SOFTWARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 41. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 42. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 43. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COLLABORATIVE FILTERING, BY REGION, 2018-2024 (USD MILLION)
TABLE 44. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY COLLABORATIVE FILTERING, BY REGION, 2025-2030 (USD MILLION)
TABLE 45. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CONTENT-BASED, BY REGION, 2018-2024 (USD MILLION)
TABLE 46. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CONTENT-BASED, BY REGION, 2025-2030 (USD MILLION)
TABLE 47. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HYBRID, BY REGION, 2018-2024 (USD MILLION)
TABLE 48. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HYBRID, BY REGION, 2025-2030 (USD MILLION)
TABLE 49. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 50. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 51. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CONTENT RECOMMENDATIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 52. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY CONTENT RECOMMENDATIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 53. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PERSONALIZED MARKETING, BY REGION, 2018-2024 (USD MILLION)
TABLE 54. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PERSONALIZED MARKETING, BY REGION, 2025-2030 (USD MILLION)
TABLE 55. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PRODUCT RECOMMENDATIONS, BY REGION, 2018-2024 (USD MILLION)
TABLE 56. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY PRODUCT RECOMMENDATIONS, BY REGION, 2025-2030 (USD MILLION)
TABLE 57. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY UPSELLING/CROSS-SELLING, BY REGION, 2018-2024 (USD MILLION)
TABLE 58. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY UPSELLING/CROSS-SELLING, BY REGION, 2025-2030 (USD MILLION)
TABLE 59. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 60. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 61. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY BFSI, BY REGION, 2018-2024 (USD MILLION)
TABLE 62. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY BFSI, BY REGION, 2025-2030 (USD MILLION)
TABLE 63. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HEALTHCARE, BY REGION, 2018-2024 (USD MILLION)
TABLE 64. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY HEALTHCARE, BY REGION, 2025-2030 (USD MILLION)
TABLE 65. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY IT & TELECOM, BY REGION, 2018-2024 (USD MILLION)
TABLE 66. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY IT & TELECOM, BY REGION, 2025-2030 (USD MILLION)
TABLE 67. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, BY REGION, 2018-2024 (USD MILLION)
TABLE 68. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, BY REGION, 2025-2030 (USD MILLION)
TABLE 69. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY BRICK AND MORTAR, BY REGION, 2018-2024 (USD MILLION)
TABLE 70. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY BRICK AND MORTAR, BY REGION, 2025-2030 (USD MILLION)
TABLE 71. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY E-COMMERCE, BY REGION, 2018-2024 (USD MILLION)
TABLE 72. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY E-COMMERCE, BY REGION, 2025-2030 (USD MILLION)
TABLE 73. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 74. GLOBAL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 75. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 76. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 77. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 78. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 79. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 80. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 81. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 82. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 83. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 84. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 85. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 86. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 87. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 88. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 89. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 90. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 91. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 92. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 93. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 94. AMERICAS RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 95. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 96. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 97. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 98. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 99. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 100. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 101. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 102. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 103. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 104. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 105. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 106. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 107. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 108. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 109. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 110. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 111. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 112. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 113. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2018-2024 (USD MILLION)
TABLE 114. UNITED STATES RECOMMENDATION ENGINES MARKET SIZE, BY STATE, 2025-2030 (USD MILLION)
TABLE 115. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 116. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 117. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 118. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 119. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 120. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 121. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 122. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 123. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 124. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 125. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 126. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 127. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 128. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 129. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 130. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 131. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 132. CANADA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 133. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 134. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 135. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 136. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 137. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 138. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 139. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 140. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 141. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 142. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 143. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 144. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 145. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 146. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 147. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 148. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 149. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 150. MEXICO RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 151. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 152. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 153. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 154. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 155. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 156. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 157. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 158. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 159. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 160. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 161. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 162. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 163. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 164. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 165. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 166. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 167. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 168. BRAZIL RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 169. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 170. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 171. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 172. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 173. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 174. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 175. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 176. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 177. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 178. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 179. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 180. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 181. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 182. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 183. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 184. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 185. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 186. ARGENTINA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 187. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 188. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 189. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 190. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 191. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 192. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 193. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 194. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 195. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 196. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 197. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 198. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 199. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 200. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 201. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 202. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 203. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 204. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 205. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2018-2024 (USD MILLION)
TABLE 206. EUROPE, MIDDLE EAST & AFRICA RECOMMENDATION ENGINES MARKET SIZE, BY COUNTRY, 2025-2030 (USD MILLION)
TABLE 207. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 208. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 209. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 210. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 211. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 212. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 213. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 214. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 215. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 216. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 217. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 218. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 219. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 220. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 221. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 222. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 223. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 224. UNITED KINGDOM RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 225. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 226. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 227. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 228. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 229. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 230. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 231. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 232. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 233. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 234. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 235. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 236. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 237. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 238. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 239. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 240. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 241. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 242. GERMANY RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 243. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 244. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 245. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 246. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 247. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 248. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 249. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 250. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 251. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 252. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 253. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 254. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 255. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 256. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 257. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 258. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 259. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 260. FRANCE RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 261. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 262. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 263. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 264. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 265. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 266. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 267. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 268. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 269. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 270. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 271. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 272. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 273. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 274. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 275. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 276. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 277. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 278. RUSSIA RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 279. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 280. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 281. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 282. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 283. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 284. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 285. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 286. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 287. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 288. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 289. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 290. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 291. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 292. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 293. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 294. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 295. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 296. ITALY RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 297. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 298. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 299. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 300. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 301. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 302. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 303. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 304. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 305. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 306. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 307. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 308. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 309. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 310. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 311. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 312. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 313. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 314. SPAIN RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 315. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 316. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 317. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 318. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2025-2030 (USD MILLION)
TABLE 319. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2018-2024 (USD MILLION)
TABLE 320. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY ORGANIZATION SIZE, 2025-2030 (USD MILLION)
TABLE 321. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2018-2024 (USD MILLION)
TABLE 322. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY COMPONENT, 2025-2030 (USD MILLION)
TABLE 323. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2018-2024 (USD MILLION)
TABLE 324. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY SERVICES, 2025-2030 (USD MILLION)
TABLE 325. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2018-2024 (USD MILLION)
TABLE 326. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY ENGINE TYPE, 2025-2030 (USD MILLION)
TABLE 327. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2018-2024 (USD MILLION)
TABLE 328. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY APPLICATION, 2025-2030 (USD MILLION)
TABLE 329. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2018-2024 (USD MILLION)
TABLE 330. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY END USER, 2025-2030 (USD MILLION)
TABLE 331. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2018-2024 (USD MILLION)
TABLE 332. UNITED ARAB EMIRATES RECOMMENDATION ENGINES MARKET SIZE, BY RETAIL, 2025-2030 (USD MILLION)
TABLE 333. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2018-2024 (USD MILLION)
TABLE 334. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY DEPLOYMENT MODEL, 2025-2030 (USD MILLION)
TABLE 335. SAUDI ARABIA RECOMMENDATION ENGINES MARKET SIZE, BY CLOUD, 2018-2024 (USD MILLION)
TABLE 336. SAUDI AR

Samples

Loading
LOADING...

Companies Mentioned

The companies profiled in this Recommendation Engines market report include:
  • Amazon.com, Inc.
  • Alphabet Inc.
  • Microsoft Corporation
  • International Business Machines Corporation
  • Adobe Inc.
  • Oracle Corporation
  • Salesforce, Inc.
  • SAP SE
  • Alibaba Group Holding Limited
  • Baidu, Inc.

Table Information

Report AttributeDetails
No. of Pages187
PublishedAugust 2025
Forecast Period2025 - 2030
Estimated Market Value ( USD ) in 2025 $ 3.17 Billion
Forecasted Market Value ( USD ) by 2030 $ 5.75 Billion
Compound Annual Growth Rate12.6%
Regions CoveredGlobal
No. of Companies Mentioned11

Related Topics

Related Reports

Content Recommendation Engine Market - Global Forecast 2025-2030 - Product Image

Content Recommendation Engine Market - Global Forecast 2025-2030

  • Report
  • 181 Pages
  • Global
From
Diesel Engine Monitoring System Market - Global Forecast to 2030 - Product Image

Diesel Engine Monitoring System Market - Global Forecast to 2030

  • Report
  • 194 Pages
  • Global
From
AI-Based Personalization Engines Market Size, Share & Trends Analysis Report By Component (Software, Services), By Application (Website Personalization, Display Ads Personalization), By Technology, By Deployment, By End Use, By Region, And Segment Forecasts, 2025 - 2033 - Product Image

AI-Based Personalization Engines Market Size, Share & Trends Analysis Report By Component (Software, Services), By Application (Website Personalization, Display Ads Personalization), By Technology, By Deployment, By End Use, By Region, And Segment Forecasts, 2025 - 2033

  • Report
  • 100 Pages
  • Global
From
Industrial Engine Market Size, Share & Trends Analysis Report by Horsepower (201 - 500 HP, 501 - 1000 HP, Above 1000 HP), Application (Power Generation, Construction), and Region with Growth Forecasts, 2025-2030 - Product Image

Industrial Engine Market Size, Share & Trends Analysis Report by Horsepower (201 - 500 HP, 501 - 1000 HP, Above 1000 HP), Application (Power Generation, Construction), and Region with Growth Forecasts, 2025-2030

  • Report
  • 150 Pages
  • Global
From
Recommendation Engines - Global Strategic Business Report - Product Image

Recommendation Engines - Global Strategic Business Report

  • Report
  • 202 Pages
  • Global
From
Copyright © 2002-2025 Research and Markets. All Rights Reserved.