Recommendation Engine Market Analysis

  • Report ID: 6055
  • Published Date: Sep 17, 2025
  • Report Format: PDF, PPT

Recommendation Engine Market Segmentation:

Type Segment Analysis     

The hybrid recommendation systems segment share in the recommendation engine market is expected to surpass 42% by the end of 2035. This growth of the segment is poised to be influenced by a surge in the number of video-streamers. In 2023, there were over 2 billion video streamers, a high from the year 2020 when streamers totaled over 1 billion. Hence, the demand for hybrid recommendation systems is set to rise owing to its ability to offer more accurate recommendation.

For instance, in case of Netflix, makes an excellent example of a hybrid recommendation system. This is because Netflix provide recommendations by juxtaposing by understanding the watching and searching habits of users and exploring identical users on that platform.

Organization Segment Analysis

The large enterprises segment is anticipated to gather notable revenue in the market over the coming years. Recommender systems have been used commonly to guarantee that the user discovers something new every time. By making sure that the user receives constant recommendations according to their taste, they are estimated to extend their subscription for another month. Hence, large organizations are set to significantly benefit from this solution since they are constantly aiming to expand their business. 

Additionally, the SME segment is also set to have significant growth over the coming years. This growth of the segment is poised to be dominated by rising SME businesses. For instance, the Census Bureau’s Business Dynamics Statistics estimated in 2021 there were 5,358,600 SMEs, up from 5,322,155 in the year 2020 in the US.

Deployment (On-Premises, Cloud)

The cloud segment is estimated to have significant growth in the market over the coming years. Cloud services including Azure, AWS, and Google Cloud offer adaptable infrastructure that enables to regulation of resources based on demand.

Cloud providers offer a varied range of complementary services, which includes data analytics platforms, machine learning tools, and AI services. Users may efficiently adopt these services with the recommendation engine to improve insights, and functionality and drive better recommendations.

Our in-depth analysis of the global market includes the following segments:

 

 

          Component

  • Solution
  • Service
    • Professional
    • Managed

 

 

          Type

  • Collaborative Filtering
  • Content-Based Filtering
  • Hybrid Recommendation Systems

 

          Deployment

  • On-Premises
  • Cloud

 

          Organization Size

  • SMEs
  • Large Enterprises

 

         

          Application

         

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

 

         End User

 

         

  • E-Commerce
  • Gaming, Media & Entertainment
  • Advertising & Marketing
  • Healthcare
  • BFSI
  • Education
  • Telecommunication
  • Others

Browse key industry insights with market data tables & charts from the report:

Frequently Asked Questions (FAQ)

In the year 2026, the industry size of recommendation engine is estimated at USD 9.93 billion.

The global recommendation engine market size was more than USD 7.62 billion in 2025 and is anticipated to witness a CAGR of around 33.7%, crossing USD 139.08 billion revenue by 2035.

North America recommendation engine market is expected to capture 31.90% share by 2035, driven by growing disposable income and expanding demand for online shopping.

Key players in the market include Amazon Web Services, Inc., Netflix, Inc., Google LLC, IBM Corporation, Microsoft Corporation, Salesforce.com, Inc., Adobe Inc., Dynamic Yield (McDonald’s), SAP SE, Oracle Corporation.
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