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AI-Based Recommendation System Global Market Report 2025
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Global AI-Based Recommendation System Market Report 2025

Report Price : $4490.00

Pages : 175

Format : PDF

Published : January 2025

Delivery Time : 2-3 Business Days

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AI-Based Recommendation System Global Market Report 2025

By Type (Collaborative Filtering, Content Based Filtering, Hybrid Recommendation), By Deployment Mode (On-Premise, Cloud), By Application (E-Commerce Platform, Online Education, Social Networking, Finance, News And Media, Health Care, Other Applications) – Impact of Tariff and Trade War on Market Size, Growth, Trends, and Forecast 2025–2034

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report’s Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.

AI-Based Recommendation System Market Overview

• AI-Based Recommendation System market size has reached to $2.21 billion in 2024

• Expected to grow to $3.47 billion in 2029 at a compound annual growth rate (CAGR) of 9.4%

• Growth Driver: The Intersection Of Digital Advertising And AI-Powered Recommendation Systems

• Market Trend: Innovations In Recommender System Support Transforming AI Technology

• North America was the largest region in 2024 and Asia-Pacific is the fastest growing region.

What Is Covered Under AI-Based Recommendation System Market?

An AI-based recommendation system is a technology that utilizes artificial intelligence (AI) algorithms and machine learning techniques to analyze large datasets, user preferences, and behavioral patterns to provide personalized recommendations and suggestions to users. These systems enhance user experiences, drive engagement, and increase customer satisfaction by providing customized recommendations and suggestions tailored to individual preferences, interests, and needs across various industries and applications.

The main types of AI-based recommendation systems are collaborative filtering, content-based filtering, and hybrid recommendation. Collaborative filtering is a technique used in recommendation systems to predict a user's preference for an item by leveraging the preferences or behaviors of other users. It includes various deployments, are on-premise and cloud, and IT used in various applications such as E-commerce platforms, online education, social networking, finance, news and media, health care, and others.

AI-Based Recommendation System Market Size and growth rate 2025 to 2029: Graph

What Is The AI-Based Recommendation System Market Size 2025 And Growth Rate?

The AI-based recommendation system market size has grown rapidly in recent years. It will grow from $2.21 billion in 2024 to $2.42 billion in 2025 at a compound annual growth rate (CAGR) of 9.6%. The growth in the historic period can be attributed to increasing demand for personalized recommendations, increasing data availability, demand for efficient workforce management, growth in e-commerce, demand for cross-selling and upselling, application in education and e-learning.

What Is The AI-Based Recommendation System Market Growth Forecast?

The AI-based recommendation system market size is expected to see rapid growth in the next few years. It will grow to $3.47 billion in 2029 at a compound annual growth rate (CAGR) of 9.4%. The growth in the forecast period can be attributed to rising adoption of streaming services, expansion of recommendation systems in healthcare, compliance and regulatory requirements, expansion of digital advertising, optimization of content delivery networks (CDNS). Major trends in the forecast period include personalization dominance, real-time recommendations, adaptive learning models, multi-modal recommendations, enhanced user feedback mechanisms, social influence analysis.

The forecast of 9.4% growth over the next five years reflects a modest reduction of 0.9% from the previous estimate for this market. This reduction is primarily due to the impact of tariffs between the US and other countries. This is likely to directly affect the US by raising costs for e-commerce and streaming AI algorithms, reliant on cloud-based analytics infrastructure from Singapore and Ireland, reducing personalization efficiency. The effect will also be felt more widely due to reciprocal tariffs and the negative effect on the global economy and trade due to increased trade tensions and restrictions.

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What’s The Trade War Impact On Information Technology Industry?

The rapid escalation of U.S. tariffs and the resulting trade tensions in spring 2025 are significantly impacting the information technology sector, particularly in hardware manufacturing, data infrastructure, and software deployment. Higher duties on imported semiconductors, circuit boards, and networking equipment have raised production and operational costs for tech firms, cloud service providers, and data centers. Companies relying on globally sourced components for laptops, servers, and consumer electronics are facing longer lead times and increased pricing pressures. In parallel, tariffs on specialized software tools and retaliatory measures from key international markets have disrupted global IT supply chains and reduced overseas demand for U.S.-developed technologies. To navigate these challenges, the sector is accelerating investments in domestic chip fabrication, diversifying supplier bases, and adopting AI-driven automation to enhance operational resilience and cost efficiency.

How Is The AI-Based Recommendation System Market Segmented?

1) By Type: Collaborative Filtering, Content Based Filtering, Hybrid Recommendation

2) By Deployment Mode: On-Premise, Cloud

3) By Application: E-Commerce Platform, Online Education, Social Networking, Finance, News And Media, Health Care, Other Applications

Subsegments:

1) By Collaborative Filtering: User-Based Collaborative Filtering, Item-Based Collaborative Filtering, Memory-Based Collaborative Filtering, Model-Based Collaborative Filtering

2) By Content-Based Filtering: Profile-Based Content Filtering, Attribute-Based Content Filtering, Model-Based Content Filtering

3) By Hybrid Recommendation: Hybrid Collaborative And Content-Based Filtering, Ensemble-Based Hybrid Recommendation, Knowledge-Based Hybrid Recommendation

What Is Driving The AI-Based Recommendation System Market? The Intersection Of Digital Advertising And AI-Powered Recommendation Systems

The rising adoption of smart devices is expected to propel the growth of the AI-based recommendation system market going forward. Digital advertising refers to marketing through online channels, such as websites, streaming content, and more. Digital ads span media formats, including text, image, audio, and video. The expansion of digital advertising arises due to audience reach, targeting capabilities, measurable results, cost-effectiveness, and personalization. AI-based recommendation systems are used in digital advertising to enhance targeting, personalization, and overall campaign effectiveness while driving user engagement and conversion. For instance, in August 2024, according to Kochava Inc., a US-based technology company, US advertisers are expected to allocate $3.1 billion to digital out-of-home (DOOH) advertising in 2024, reflecting a 28% growth compared to the previous year. Therefore, the rising adoption of smart devices is driving the growth of the AI-based recommendation system industry.

What Is Driving The AI-Based Recommendation System Market? Impact Of Smart Devices On AI-Based Recommendation Systems

The rising adoption of smart devices is expected to propel the growth of the AI-based recommendation system market going forward. Smart devices are internet-connected electronic gadgets that allow users to remotely control, monitor, and automate tasks, significantly improving convenience and efficiency in everyday life. The rising adoption of smart devices can be attributed to several factors, including enhanced connectivity, convenience, and cost savings. AI systems engage users by providing personalized content and suggestions, improving their overall experience and motivating them to discover and adopt additional smart devices. For instance, in October 2024, according to Demandsage, a US-based automated reporting platform that leverages data science to bring real insights as of 2022, the percentage of smartphone users in the United States reached 76.5%, reflecting a 3.8% increase compared to the previous year. Therefore, the rising adoption of smart devices is driving the growth of the AI-based recommendation system industry.

Who Are The Major Players In The Global AI-Based Recommendation System Market?

Major companies operating in the AI-based recommendation system market are Alphabet Inc., Microsoft Corporation, Alibaba Group Holding Limited (Alibaba), Meta Platforms Inc., Amazon Web Services, Huawei Technologies Co. Ltd., Tencent Holdings Limited, Intel Corporation, International Business Machines Corporation, Oracle Corp, SAP SE, Netflix, Hewlett Packard Enterprise (HPE), Salesforce Inc., Adobe Inc., Sentient Technologies, RecomTech, Kibo Commerce, SmartRecs, AIRecom, IntelliChoice, Unbxd Inc., Coveo Solutions Inc., Algonomy Software Pvt. Ltd., Recolize GmbH, Dynamic Yield Inc., IntelliSuggest, RecomAId, SuggestAI, AIAdvise

What Are The Key Trends Of The Global AI-Based Recommendation System Market? Innovations In Recommender System Support Transforming AI Technology

Major companies operating in the AI-based recommendation system markets are developing innovative technologies, such as recommender system support, to enhance the efficiency and effectiveness of recommendation engines. These systems are algorithms or software tools that analyze user data and preferences to generate personalized recommendations for products, services, content, or other items of interest. For instance, in January 2024, Arthur, a US-based AI performance platform, launched the recommender system support for AI-driven recommendation engines, providing a significant advancement in AI technology. This new technology aims to revolutionize how online businesses utilize recommender systems, driving customer satisfaction levels and increasing revenue growth. It also enhances the capabilities of recommendation engines by leveraging AI to provide more accurate and tailored recommendations. Additionally, IT has features such as the model overview page, metrics dashboard, data drift monitoring, advanced querying, and filtering the overall user experience on their platforms through personalized recommendations.

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What Is The Regional Outlook For The Global AI-Based Recommendation System Market?

North America was the largest region in the AI-based recommendation system market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

What Defines the AI-Based Recommendation System Market?

The AI-based recommendation system market consists of revenues earned by entities by providing services such as data collection, data preprocessing, machine learning models, algorithm training and tuning, feedback collection and analysis, monitoring, and maintenance. The market value includes the value of related goods sold by the service provider or included within the service offering. The AI-based recommendation system market also includes sales of data storage systems, data processing tools, user interfaces, feedback loops, ranking and filtering, and feature extraction. Values in this market are ‘factory gate’ values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD, unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What is the Market Assessment and Strategic Outlook for the AI-Based Recommendation System Industry?

The ai-based recommendation system market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the ai-based recommendation system industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.

AI-Based Recommendation System Market Report Forecast Analysis

Report AttributeDetails
Market Size Value In 2025 $2.42 billion
Revenue Forecast In 2034 $3.47 billion
Growth Rate CAGR of 9.4% from 2025 to 2034
Base Year For Estimation 2024
Actual Estimates/Historical Data 2019-2024
Forecast Period 2025 - 2029 - 2034
Market Representation Revenue in USD Billion and CAGR from 2025 to 2034
Segments Covered 1) By Type: Collaborative Filtering, Content Based Filtering, Hybrid Recommendation
2) By Deployment Mode: On-Premise, Cloud
3) By Application: E-Commerce Platform, Online Education, Social Networking, Finance, News And Media, Health Care, Other Applications Subsegments: 1) By Collaborative Filtering: User-Based Collaborative Filtering, Item-Based Collaborative Filtering, Memory-Based Collaborative Filtering, Model-Based Collaborative Filtering
2) By Content-Based Filtering: Profile-Based Content Filtering, Attribute-Based Content Filtering, Model-Based Content Filtering
3) By Hybrid Recommendation: Hybrid Collaborative And Content-Based Filtering, Ensemble-Based Hybrid Recommendation, Knowledge-Based Hybrid Recommendation
Regional Scope Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa
Country Scope The countries covered in the report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain. Additional countries that can be covered in the report are Bangladesh, Thailand, Vietnam, Malaysia, Singapore, Philippines, Hong Kong, New Zealand, Mexico, Chile, Argentina, Colombia, Peru, Austria, Belgium, Denmark, Finland, Ireland, Netherlands, Norway, Portugal, Sweden, Switzerland, Czech Republic, Poland, Romania, Ukraine, Saudi Arabia, Israel, Iran, Turkey, UAE, Egypt, Nigeria, South Africa.
Key Companies Profiled Alphabet Inc, Microsoft Corporation, Alibaba Group Holding Limited (Alibaba), Meta Platforms Inc, Amazon Web Services, Huawei Technologies Co. Ltd, Tencent Holdings Limited, Intel Corporation, International Business Machines Corporation, Oracle Corp, SAP SE, Netflix, Hewlett Packard Enterprise (HPE), Salesforce Inc, Adobe Inc, Sentient Technologies, RecomTech, Kibo Commerce, SmartRecs, AIRecom, IntelliChoice, Unbxd Inc, Coveo Solutions Inc, Algonomy Software Pvt. Ltd, Recolize GmbH, Dynamic Yield Inc, IntelliSuggest, RecomAId, SuggestAI, AIAdvise
Customization ScopeRequest for Sample
Pricing And Purchase OptionsExplore Purchase Options

Table Of Contents

1. Executive Summary

2. AI-Based Recommendation System Market Characteristics

3. AI-Based Recommendation System Market Trends And Strategies

4. AI-Based Recommendation System Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, And Covid And Recovery On The Market

4.1. Supply Chain Impact from Tariff War & Trade Protectionism

5. Global AI-Based Recommendation System Growth Analysis And Strategic Analysis Framework

5.1. Global AI-Based Recommendation System PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)

5.2. Analysis Of End Use Industries

5.3. Global AI-Based Recommendation System Market Growth Rate Analysis

5.4. Global AI-Based Recommendation System Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)

5.5. Global AI-Based Recommendation System Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)

5.6. Global AI-Based Recommendation System Total Addressable Market (TAM)

6. AI-Based Recommendation System Market Segmentation

6.1. Global AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Collaborative Filtering

Content Based Filtering

Hybrid Recommendation

6.2. Global AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

On-Premise

Cloud

6.3. Global AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

E-Commerce Platform

Online Education

Social Networking

Finance

News And Media

Health Care

Other Applications

6.4. Global AI-Based Recommendation System Market, Sub-Segmentation Of Collaborative Filtering, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

User-Based Collaborative Filtering

Item-Based Collaborative Filtering

Memory-Based Collaborative Filtering

Model-Based Collaborative Filtering

6.5. Global AI-Based Recommendation System Market, Sub-Segmentation Of Content-Based Filtering, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Profile-Based Content Filtering

Attribute-Based Content Filtering

Model-Based Content Filtering

6.6. Global AI-Based Recommendation System Market, Sub-Segmentation Of Hybrid Recommendation, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

Hybrid Collaborative And Content-Based Filtering

Ensemble-Based Hybrid Recommendation

Knowledge-Based Hybrid Recommendation

7. AI-Based Recommendation System Market Regional And Country Analysis

7.1. Global AI-Based Recommendation System Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

7.2. Global AI-Based Recommendation System Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific AI-Based Recommendation System Market

8.1. Asia-Pacific AI-Based Recommendation System Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

8.2. Asia-Pacific AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.3. Asia-Pacific AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8.4. Asia-Pacific AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China AI-Based Recommendation System Market

9.1. China AI-Based Recommendation System Market Overview

9.2. China AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.3. China AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

9.4. China AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India AI-Based Recommendation System Market

10.1. India AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.2. India AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

10.3. India AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan AI-Based Recommendation System Market

11.1. Japan AI-Based Recommendation System Market Overview

11.2. Japan AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.3. Japan AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11.4. Japan AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia AI-Based Recommendation System Market

12.1. Australia AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.2. Australia AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12.3. Australia AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia AI-Based Recommendation System Market

13.1. Indonesia AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.2. Indonesia AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13.3. Indonesia AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea AI-Based Recommendation System Market

14.1. South Korea AI-Based Recommendation System Market Overview

14.2. South Korea AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.3. South Korea AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14.4. South Korea AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe AI-Based Recommendation System Market

15.1. Western Europe AI-Based Recommendation System Market Overview

15.2. Western Europe AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.3. Western Europe AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15.4. Western Europe AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK AI-Based Recommendation System Market

16.1. UK AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.2. UK AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16.3. UK AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany AI-Based Recommendation System Market

17.1. Germany AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.2. Germany AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17.3. Germany AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France AI-Based Recommendation System Market

18.1. France AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.2. France AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18.3. France AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy AI-Based Recommendation System Market

19.1. Italy AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.2. Italy AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19.3. Italy AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain AI-Based Recommendation System Market

20.1. Spain AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.2. Spain AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20.3. Spain AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe AI-Based Recommendation System Market

21.1. Eastern Europe AI-Based Recommendation System Market Overview

21.2. Eastern Europe AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.3. Eastern Europe AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21.4. Eastern Europe AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia AI-Based Recommendation System Market

22.1. Russia AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.2. Russia AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22.3. Russia AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America AI-Based Recommendation System Market

23.1. North America AI-Based Recommendation System Market Overview

23.2. North America AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.3. North America AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23.4. North America AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA AI-Based Recommendation System Market

24.1. USA AI-Based Recommendation System Market Overview

24.2. USA AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.3. USA AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24.4. USA AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada AI-Based Recommendation System Market

25.1. Canada AI-Based Recommendation System Market Overview

25.2. Canada AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.3. Canada AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25.4. Canada AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America AI-Based Recommendation System Market

26.1. South America AI-Based Recommendation System Market Overview

26.2. South America AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.3. South America AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26.4. South America AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil AI-Based Recommendation System Market

27.1. Brazil AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.2. Brazil AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27.3. Brazil AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East AI-Based Recommendation System Market

28.1. Middle East AI-Based Recommendation System Market Overview

28.2. Middle East AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.3. Middle East AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28.4. Middle East AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa AI-Based Recommendation System Market

29.1. Africa AI-Based Recommendation System Market Overview

29.2. Africa AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.3. Africa AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29.4. Africa AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. AI-Based Recommendation System Market Competitive Landscape And Company Profiles

30.1. AI-Based Recommendation System Market Competitive Landscape

30.2. AI-Based Recommendation System Market Company Profiles

30.2.1. Alphabet Inc Overview, Products and Services, Strategy and Financial Analysis

30.2.2. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis

30.2.3. Alibaba Group Holding Limited (Alibaba) Overview, Products and Services, Strategy and Financial Analysis

30.2.4. Meta Platforms Inc Overview, Products and Services, Strategy and Financial Analysis

30.2.5. Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis

31. AI-Based Recommendation System Market Other Major And Innovative Companies

31.1. Huawei Technologies Co. Ltd

31.2. Tencent Holdings Limited

31.3. Intel Corporation

31.4. International Business Machines Corporation

31.5. Oracle Corp

31.6. SAP SE

31.7. Netflix

31.8. Hewlett Packard Enterprise (HPE)

31.9. Salesforce Inc

31.10. Adobe Inc

31.11. Sentient Technologies

31.12. RecomTech

31.13. Kibo Commerce

31.14. SmartRecs

31.15. AIRecom

32. Global AI-Based Recommendation System Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The AI-Based Recommendation System Market

34. Recent Developments In The AI-Based Recommendation System Market

35. AI-Based Recommendation System Market High Potential Countries, Segments and Strategies

35.1 AI-Based Recommendation System Market In 2029 - Countries Offering Most New Opportunities

35.2 AI-Based Recommendation System Market In 2029 - Segments Offering Most New Opportunities

35.3 AI-Based Recommendation System Market In 2029 - Growth Strategies

35.3.1 Market Trend Based Strategies

35.3.2 Competitor Strategies

36. Appendix

36.1. Abbreviations

36.2. Currencies

36.3. Historic And Forecast Inflation Rates

36.4. Research Inquiries

36.5. The Business Research Company

36.6. Copyright And Disclaimer

List Of Tables

    Table 1: Global Historic Market Growth, 2019-2024, $ Billion
  • Table 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion
  • Table 3: Global AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 4: Global AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 5: Global AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 6: Global AI-Based Recommendation System Market, Sub-Segmentation Of Collaborative Filtering, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 7: Global AI-Based Recommendation System Market, Sub-Segmentation Of Content-Based Filtering, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 8: Global AI-Based Recommendation System Market, Sub-Segmentation Of Hybrid Recommendation, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 9: Global AI-Based Recommendation System Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 10: Global AI-Based Recommendation System Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 11: Asia-Pacific, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 12: Asia-Pacific, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 13: Asia-Pacific, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 14: China, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 15: China, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 16: China, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 17: India, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 18: India, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 19: India, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 20: Japan, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 21: Japan, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 22: Japan, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 23: Australia, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 24: Australia, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 25: Australia, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 26: Indonesia, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 27: Indonesia, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 28: Indonesia, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 29: South Korea, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 30: South Korea, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 31: South Korea, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 32: Western Europe, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 33: Western Europe, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 34: Western Europe, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 35: UK, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 36: UK, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 37: UK, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 38: Germany, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 39: Germany, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 40: Germany, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 41: France, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 42: France, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 43: France, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 44: Italy, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 45: Italy, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 46: Italy, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 47: Spain, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 48: Spain, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 49: Spain, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 50: Eastern Europe, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 51: Eastern Europe, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 52: Eastern Europe, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 53: Russia, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 54: Russia, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 55: Russia, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 56: North America, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 57: North America, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 58: North America, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 59: USA, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 60: USA, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 61: USA, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 62: Canada, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 63: Canada, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 64: Canada, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 65: South America, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 66: South America, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 67: South America, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 68: Brazil, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 69: Brazil, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 70: Brazil, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 71: Middle East, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 72: Middle East, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 73: Middle East, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 74: Africa, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 75: Africa, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 76: Africa, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Table 77: Alphabet Inc Financial Performance
  • Table 78: Microsoft Corporation Financial Performance
  • Table 79: Alibaba Group Holding Limited (Alibaba) Financial Performance
  • Table 80: Meta Platforms Inc Financial Performance
  • Table 81: Amazon Web Services Financial Performance

List Of Figures

    Figure 1: Global Historic Market Growth, 2019-2024, $ Billion
  • Figure 2: Global Forecast Market Growth, 2024-2029F, 2034F, $ Billion
  • Figure 3: Global AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 4: Global AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 5: Global AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 6: Global AI-Based Recommendation System Market, Sub-Segmentation Of Collaborative Filtering, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 7: Global AI-Based Recommendation System Market, Sub-Segmentation Of Content-Based Filtering, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 8: Global AI-Based Recommendation System Market, Sub-Segmentation Of Hybrid Recommendation, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 9: Global AI-Based Recommendation System Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 10: Global AI-Based Recommendation System Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 11: Asia-Pacific, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 12: Asia-Pacific, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 13: Asia-Pacific, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 14: China, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 15: China, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 16: China, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 17: India, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 18: India, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 19: India, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 20: Japan, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 21: Japan, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 22: Japan, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 23: Australia, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 24: Australia, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 25: Australia, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 26: Indonesia, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 27: Indonesia, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 28: Indonesia, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 29: South Korea, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 30: South Korea, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 31: South Korea, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 32: Western Europe, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 33: Western Europe, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 34: Western Europe, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 35: UK, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 36: UK, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 37: UK, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 38: Germany, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 39: Germany, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 40: Germany, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 41: France, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 42: France, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 43: France, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 44: Italy, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 45: Italy, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 46: Italy, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 47: Spain, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 48: Spain, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 49: Spain, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 50: Eastern Europe, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 51: Eastern Europe, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 52: Eastern Europe, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 53: Russia, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 54: Russia, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 55: Russia, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 56: North America, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 57: North America, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 58: North America, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 59: USA, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 60: USA, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 61: USA, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 62: Canada, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 63: Canada, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 64: Canada, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 65: South America, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 66: South America, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 67: South America, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 68: Brazil, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 69: Brazil, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 70: Brazil, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 71: Middle East, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 72: Middle East, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 73: Middle East, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 74: Africa, AI-Based Recommendation System Market, Segmentation By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 75: Africa, AI-Based Recommendation System Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 76: Africa, AI-Based Recommendation System Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Figure 77: Alphabet Inc Financial Performance
  • Figure 78: Microsoft Corporation Financial Performance
  • Figure 79: Alibaba Group Holding Limited (Alibaba) Financial Performance
  • Figure 80: Meta Platforms Inc Financial Performance
  • Figure 81: Amazon Web Services Financial Performance

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Frequently Asked Questions

An AI-based recommendation system is a technology that utilizes artificial intelligence (AI) algorithms and machine learning techniques to analyze large datasets, user preferences, and behavioral patterns to provide personalized recommendations and suggestions to users. These systems enhance user experiences, drive engagement, and increase customer satisfaction by providing customized recommendations and suggestions tailored to individual preferences, interests, and needs across various industries and applications. For further insights on this market, request a sample here

The market major growth driver - The Intersection Of Digital Advertising And AI-Powered Recommendation Systems. For further insights on this market, request a sample here

The ai-based recommendation system market size has grown strongly in recent years. It will grow from $2.21 billion in 2024 to $2.42 billion in 2025 at a compound annual growth rate (CAGR) of 9.6%. The growth in the historic period can be attributed to increasing demand for personalized recommendations, increasing data availability, demand for efficient workforce management, growth in e-commerce, demand for cross-selling and upselling, application in education and e-learning. The ai-based recommendation system market size is expected to see strong growth in the next few years. It will grow to $3.47 billion in 2029 at a compound annual growth rate (CAGR) of 9.4%. The growth in the forecast period can be attributed to rising adoption of streaming services, expansion of recommendation systems in healthcare, compliance and regulatory requirements, expansion of digital advertising, optimization of content delivery networks (CDNS). Major trends in the forecast period include personalization dominance, real-time recommendations, adaptive learning models, multi-modal recommendations, enhanced user feedback mechanisms, social influence analysis. For further insights on this market, request a sample here

The ai-based recommendation systemmarket covered in this report is segmented –
1) By Type: Collaborative Filtering, Content Based Filtering, Hybrid Recommendation
2) By Deployment Mode: On-Premise, Cloud
3) By Application: E-Commerce Platform, Online Education, Social Networking, Finance, News And Media, Health Care, Other Applications Subsegments:
1) By Collaborative Filtering: User-Based Collaborative Filtering, Item-Based Collaborative Filtering, Memory-Based Collaborative Filtering, Model-Based Collaborative Filtering
2) By Content-Based Filtering: Profile-Based Content Filtering, Attribute-Based Content Filtering, Model-Based Content Filtering
3) By Hybrid Recommendation: Hybrid Collaborative And Content-Based Filtering, Ensemble-Based Hybrid Recommendation, Knowledge-Based Hybrid Recommendation For further insights on this market, request a sample here

North America was the largest region in the AI-based recommendation system market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the AI-based recommendation system market report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa. For further insights on this market, request a sample here.

Major companies operating in the AI-based recommendation system market are Alphabet Inc., Microsoft Corporation, Alibaba Group Holding Limited (Alibaba), Meta Platforms Inc., Amazon Web Services, Huawei Technologies Co. Ltd., Tencent Holdings Limited, Intel Corporation, International Business Machines Corporation, Oracle Corp, SAP SE, Netflix, Hewlett Packard Enterprise (HPE), Salesforce Inc., Adobe Inc., Sentient Technologies, RecomTech, Kibo Commerce, SmartRecs, AIRecom, IntelliChoice, Unbxd Inc., Coveo Solutions Inc., Algonomy Software Pvt. Ltd., Recolize GmbH, Dynamic Yield Inc., IntelliSuggest, RecomAId, SuggestAI, AIAdvise. For further insights on this market, request a sample here.

Major trends in this market include Innovations In Recommender System Support Transforming AI Technology. For further insights on this market, request a sample here.

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Global AI-Based Recommendation System Market Report 2025

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