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市場調查報告書

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1680869

2025年全球基於人工智慧的建議系統市場報告

AI-Based Recommendation System Global Market Report 2025

出版日期: 2025年03月04日 | 出版商:

The Business Research Company | 英文 200 Pages | 商品交期: 2-10個工作天內

價格

簡介目錄

預計未來幾年基於人工智慧的建議系統的市場規模將快速成長。到 2029 年，這一數字將成長至 36.2 億美元，複合年成長率為 10.3%。預測期內成長的主要驅動力包括串流媒體服務的採用率不斷提高、醫療保健領域建議系統的擴展、合規和監管要求、數位廣告的成長以及內容傳遞網路(CDNS) 的最佳化。預測期內的關鍵趨勢包括個人化主導、即時建議、自適應學習模型、多模態建議、增強的使用者回饋機制和社會影響分析。

展望未來，智慧型設備的普及有望推動基於人工智慧的建議系統市場的成長。數位廣告涉及透過網站和串流內容等線上平台進行行銷，並包括文字、圖像、音訊和影片等多種媒體格式。數位廣告的成長得益於其接觸受眾、提供定位能力、實現可衡量的結果、維持成本效益和提供個人化的能力。基於人工智慧的建議系統在數位廣告中發揮著至關重要的作用，它增強了定位性、個人化和整體宣傳活動的效果，從而提高了用戶參與度和轉換率。例如，2024年8月，美國科技公司Kochava Inc.報告稱，預計2024年美國廣告商將在數位戶外（DOOH）廣告上花費31億美元，與前一年同期比較成長28%。因此，智慧型設備的廣泛使用正在促進基於人工智慧的建議系統市場的成長。

基於人工智慧的建議系統市場主要企業正在積極創新建議系統支援等技術，以提高建議引擎的效率和有效性。這些系統使用演算法和軟體工具來分析使用者資料和偏好，以針對產品、服務、內容和其他興趣產生客製化的建議。作為此類創新的一個例子，美國人工智慧效能平台 Arthur 於 2024 年 1 月宣布支援推薦系統，預示著人工智慧技術的重大進步。這項變革性技術旨在徹底改變線上企業使用推薦系統的方式，以提高客戶滿意度並推動收益成長。該解決方案利用人工智慧功能，提高了建議引擎的準確性和可自訂性，並包括模型概覽頁面、指標儀表板、資料漂移監控、進階查詢和過濾等功能，以透過個人化建議改善整體使用者體驗。

全球基於人工智慧的建議系統PESTEL分析（政治、社會、技術、環境、法律因素、促進因素、限制因素）
最終用途產業分析
全球基於人工智慧的建議系統市場：成長率分析
全球基於人工智慧的建議系統市場表現：規模與成長，2019-2024
全球基於人工智慧的建議系統市場預測：規模與成長，2024-2029 年，2034 年
全球基於人工智慧的建議系統總可尋址市場（TAM）

第6章市場區隔

全球基於人工智慧的建議系統市場（按類型、效能和預測），2019-2024 年、2024-2029 年、2034 年
協同過濾
基於內容的過濾
推薦混合
全球人工智慧建議系統市場（按部署模式、效能和預測），2019-2024 年、2024-2029 年、2034 年
本地
雲
全球人工智慧建議系統市場（按應用、效能及預測），2019-2024 年、2024-2029 年、2034 年
電商平台
線上教育
社群網路
金融
新聞與媒體
衛生保健
其他用途
全球基於人工智慧的建議系統市場、協同過濾細分市場、類型、效能和預測（2019-2024 年、2024-2029 年及 2034 年）
基於使用者的協同過濾
基於專案的協同過濾
基於記憶的協同過濾
基於模型的協同過濾
全球基於人工智慧的建議系統市場，按基於內容的過濾細分，按類型、實際和預測，2019-2024 年、2024-2029 年、2034 年
基於設定檔的內容過濾
基於屬性的內容過濾
基於模型的內容過濾
全球基於人工智慧的建議系統市場、混合推薦細分、按類型、實際和預測，2019-2024 年、2024-2029 年、2034 年
混合協作和基於內容的過濾
基於整合的混合推薦
基於知識的混合推薦

第7章區域和國家分析

全球人工智慧建議系統市場：按地區、績效及預測，2019-2024 年、2024-2029 年、2034 年
全球人工智慧建議系統市場：按國家、績效及預測，2019-2024 年、2024-2029 年、2034 年

第8章亞太市場

第9章：中國市場

第10章印度市場

第11章日本市場

第12章澳洲市場

第13章印尼市場

第14章韓國市場

第15章西歐市場

第16章英國市場

第17章德國市場

第18章法國市場

第19章：義大利市場

第20章：西班牙市場

第21章東歐市場

第22章俄羅斯市場

第23章北美市場

第24章美國市場

第25章：加拿大市場

第26章南美洲市場

第27章：巴西市場

第28章中東市場

第29章：非洲市場

第30章競爭格局與公司概況

以人工智慧為基礎的建議系統市場：競爭格局
基於人工智慧的建議系統市場：公司簡介
- Alphabet Inc Overview, Products and Services, Strategy and Financial Analysis
- Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
- Alibaba Group Holding Limited（Alibaba）Overview, Products and Services, Strategy and Financial Analysis
- Meta Platforms Inc Overview, Products and Services, Strategy and Financial Analysis
- Amazon Web Services Overview, Products and Services, Strategy and Financial Analysis

第31章其他大型創新企業

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

第 32 章全球市場競爭基準化分析與儀表板

第33章重大併購

第34章近期市場趨勢

第 35 章高市場潛力國家、細分市場與策略

2029 年人工智慧建議系統市場：提供新機會的國家
2029 年基於人工智慧的建議系統市場：細分領域將帶來新機會
2029 年基於人工智慧的建議系統市場：成長策略
- 基於市場趨勢的策略
- 競爭對手的策略

第36章附錄

簡介目錄

Product Code: r27292

An AI-based recommendation system refers to a technology leveraging artificial intelligence (AI) algorithms and machine learning techniques to analyze extensive datasets, user preferences, and behavioral patterns. Its objective is to furnish personalized recommendations and suggestions to users. By tailoring suggestions to individual preferences, interests, and needs, these systems amplify user experiences, boost engagement, and elevate customer satisfaction levels across diverse industries and applications.

The primary types of AI-based recommendation systems include collaborative filtering, content-based filtering, and hybrid recommendation approaches. Collaborative filtering, a pivotal technique in recommendation systems, predicts a user's preference for an item by analyzing the preferences or behaviors of other users. Its deployments span across on-premise and cloud environments, with applications extending to diverse sectors such as e-commerce platforms, online education, social networking, finance, news and media, healthcare, among others.

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

The AI-based recommendation system market size has grown rapidly in recent years. It will grow from $2.21 billion in 2024 to $2.44 billion in 2025 at a compound annual growth rate (CAGR) of 10.5%. 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 rapid growth in the next few years. It will grow to $3.62 billion in 2029 at a compound annual growth rate (CAGR) of 10.3%. 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 increasing adoption of smart devices is projected to drive the growth of the AI-based recommendation system market in the future. Digital advertising encompasses marketing through online platforms, such as websites and streaming content, and includes various media formats like text, images, audio, and video. The growth of digital advertising is fueled by its ability to reach audiences, provide targeting capabilities, deliver measurable results, maintain cost-effectiveness, and offer personalization. AI-based recommendation systems play a crucial role in digital advertising by enhancing targeting, personalization, and overall campaign effectiveness, which in turn boosts user engagement and conversion rates. For instance, in August 2024, Kochava Inc., a US-based technology company, reported that US advertisers are anticipated to spend $3.1 billion on digital out-of-home (DOOH) advertising in 2024, representing a 28% increase from the previous year. Therefore, the rising adoption of smart devices is contributing to the growth of the AI-based recommendation system market.

Prominent players in the AI-based recommendation system market are actively innovating technologies such as recommender system support to elevate the efficiency and efficacy of recommendation engines. These systems, powered by algorithms or software tools, analyze user data and preferences to generate tailored recommendations for products, services, content, or other items of interest. An illustration of such innovation is the January 2024 launch of recommender system support by Arthur, a US-based AI performance platform, heralding a significant advancement in AI technology. This novel technology aims to revolutionize the utilization of recommender systems in online businesses, elevating customer satisfaction levels and driving revenue growth. Leveraging AI capabilities, this solution enhances recommendation engines' accuracy and customization, featuring functionalities such as model overview page, metrics dashboard, data drift monitoring, advanced querying, and filtering, thereby enhancing the overall user experience through personalized recommendations.

The increasing adoption of smart devices is anticipated to drive the growth of the AI-based recommendation system market in the future. Smart devices are electronic gadgets connected to the internet that enable users to remotely control, monitor, and automate tasks, significantly enhancing convenience and efficiency in daily life. Several factors contribute to the rising adoption of smart devices, including improved connectivity, convenience, and cost savings. AI systems engage users by offering personalized content and suggestions, enhancing their overall experience and encouraging them to explore and adopt additional smart devices. For example, in October 2024, Demandsage, a US-based automated reporting platform that utilizes data science to provide real insights, reported that by 2022, the percentage of smartphone users in the United States reached 76.5%, marking a 3.8% increase compared to the previous year. Thus, the rising adoption of smart devices is fueling the growth of the 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

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.

The countries covered in the ai-based recommendation system market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

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.

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.

AI-Based Recommendation System Global Market Report 2025 from The Business Research Company provides strategists, marketers and senior management with the critical information they need to assess the market.

This report focuses on ai-based recommendation system market which is experiencing strong growth. The report gives a guide to the trends which will be shaping the market over the next ten years and beyond.

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Where is the largest and fastest growing market for ai-based recommendation system ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward? The ai-based recommendation system market global report from the Business Research Company answers all these questions and many more.

The report covers market characteristics, size and growth, segmentation, regional and country breakdowns, competitive landscape, market shares, trends and strategies for this market. It traces the market's historic and forecast market growth by geography.

The market characteristics section of the report defines and explains the market.
The market size section gives the market size ($b) covering both the historic growth of the market, and forecasting its development.
The forecasts are made after considering the major factors currently impacting the market. These include:

The forecasts are made after considering the major factors currently impacting the market. These include the Russia-Ukraine war, rising inflation, higher interest rates, and the legacy of the COVID-19 pandemic.

Market segmentations break down the market into sub markets.
The regional and country breakdowns section gives an analysis of the market in each geography and the size of the market by geography and compares their historic and forecast growth. It covers the growth trajectory of COVID-19 for all regions, key developed countries and major emerging markets.
The competitive landscape chapter gives a description of the competitive nature of the market, market shares, and a description of the leading companies. Key financial deals which have shaped the market in recent years are identified.
The trends and strategies section analyses the shape of the market as it emerges from the crisis and suggests how companies can grow as the market recovers.

Scope

Markets 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
Companies Mentioned: Alphabet Inc; Microsoft Corporation; Alibaba Group Holding Limited (Alibaba); Meta Platforms Inc; Amazon Web Services
Countries: Australia; Brazil; China; France; Germany; India; Indonesia; Japan; Russia; South Korea; UK; USA; Canada; Italy; Spain
Regions: Asia-Pacific; Western Europe; Eastern Europe; North America; South America; Middle East; Africa
Time series: Five years historic and ten years forecast.
Data: Ratios of market size and growth to related markets, GDP proportions, expenditure per capita,
Data segmentations: country and regional historic and forecast data, market share of competitors, market segments.
Sourcing and Referencing: Data and analysis throughout the report is sourced using end notes.
Delivery format: PDF, Word and Excel Data Dashboard.

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, Covid And Recovery On The Market

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