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市場調查報告書
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1852254

2025年基於人工智慧（AI）的訂閱取消評分全球市場報告

Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Global Market Report 2025
出版日期: | 出版商: The Business Research Company | 英文 250 Pages | 商品交期: 2-10個工作天內

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簡介目錄

近年來，基於人工智慧 (AI) 的訂閱流失評分市場快速擴張，規模從 2024 年的 20.3 億美元成長至 2025 年的 25.3 億美元，複合年成長率達 24.6%。這段歷史性時期的成長可歸因於各行各業廣泛採用訂閱式經營模式、更加重視最佳化客戶生命週期價值、消費者對個人化體驗的需求不斷成長、對響應式客戶支援的期望不斷提高，以及對靈活訂閱計劃的偏好。

預計未來幾年，基於人工智慧 (AI) 的訂閱流失評分市場將呈指數級成長，到 2029 年將達到 60.3 億美元，年複合成長率（CAGR）為 24.3%。預測期內的成長動力包括：資料隱私和安全意識的增強、訂閱服務中行動裝置的使用日益增多、對跨平台無縫用戶體驗的需求日益成長、對即時更新和通知的需求，以及對社交媒體進行客戶服務互動的日益依賴。關鍵趨勢包括：機器學習和人工智慧演算法的進步、可解釋的人工智慧模型的開發以提高透明度、自然語言處理在情感分析中的整合、深度學習技術在複雜模式識別中的應用，以及整合模型的廣泛應用。

人工智慧驅動的用戶流失評分利用先進的人工智慧演算法和機器學習技術來預測用戶流失或不再續訂的機率。透過分析包括行為、互動趨勢和交易在內的廣泛客戶數據，該技術使企業能夠及早識別高風險客戶，並應用有針對性的留存策略，最終降低客戶流失率並提升客戶生命週期價值。

人工智慧驅動的訂閱流失評分的關鍵組成部分是軟體和服務。軟體包括使用人工智慧分析用戶行為並預測流失的平台和應用程式。這些解決方案可以部署在雲端或本地，適用於從小型企業到大型企業的各種規模的組織。該技術應用於通訊、媒體和娛樂、電子商務、銀行、金融服務和保險 (BFSI)、醫療保健和軟體即服務 (SaaS) 等行業，可滿足企業對企業 (B2B) 和企業對消費者 (B2C) 市場的需求。

2025 年春季美國關稅的快速上漲以及由此引發的貿易摩擦對資訊技術領域產生了重大影響，尤其是硬體製造、資料基礎設施和軟體部署。對進口半導體、電路基板和網路設備徵收更高的關稅，增加了高科技公司、雲端服務供應商和資料中心的生產和營運成本。在全球範圍內採購筆記型電腦、伺服器和消費電子產品零件的公司面臨更長的前置作業時間和價格上漲的壓力。同時，對專業軟體工具徵收的關稅以及主要國際市場的報復性措施正在擾亂全球 IT 供應鏈，並減少海外對美國開發技術的需求。為了應對這些挑戰，該行業正在加快對國內晶片製造的投資，實現供應商基礎多元化，並採用人工智慧主導的自動化，以提高營運的彈性和成本效益。

本研究報告是商業研究公司（The Business Research Company）新報告系列的一部分，該系列提供了由人工智慧 (AI) 驅動的訂閱取消評分市場統計數據，例如全球市場規模、各地區佔有率、競爭對手的市場佔有率、人工智慧 (AI) 驅動的訂閱取消評分細分市場、市場趨勢和機遇，以及在人工智慧 (AI) 驅動的取消評分行業取得成功所需的數據。這份由人工智慧 (AI) 驅動的訂閱取消評分市場研究報告對該行業的現狀和未來趨勢進行了詳細分析，為您提供所需的一切資訊的完整觀點。

預計雲端基礎方案的日益普及將推動人工智慧驅動的訂閱流失評分市場的成長。雲端基礎方案是透過網際網路存取的軟體和服務，支援遠端資料和應用程式管理。對遠端工作和協作日益成長的需求推動了雲端基礎雲端基礎的採用，使員工能夠安全地從任何地方存取和工作，提高生產力並確保業務連續性。利用雲端基礎平台，企業可以即時收集、儲存和處理大量客戶數據，從而推動了對人工智慧驅動的訂閱流失評分的需求，以便準確分析這些數據並更有效地預測客戶流失。例如，2025 年 1 月，英國IT 公司 AAG IT Services 報告稱，雖然 89% 的受訪公司將在 2022 年使用多重雲端解決方案進行儲存和工作負載，但只有 9% 的公司會依賴單一公共雲端，2% 的公司會使用單一私有雲端。雲端基礎方案的日益普及正在推動人工智慧驅動的訂閱流失評分市場的擴張。

社群媒體的使用日益成長，預計將推動人工智慧驅動的訂閱流失評分市場的發展。社群媒體平台允許用戶創作內容、進行交流並即時與他人互動。社群媒體使用量的成長得益於智慧型手機和高速網路的普及，使用戶可以隨時隨地連線。這種激增產生了大量用戶參與度和行為數據，從而催生了對人工智慧驅動的訂閱流失評分的需求，該評分透過分析細微的行為模式，準確識別可能停止使用服務的用戶。例如，根據英國媒體機構 We Are Social 和加拿大軟體公司 Hootsuite 於 2022 年 1 月發布的報告，全球社群媒體使用者數量為 46.2 億，佔全球人口的 58.4%。社群媒體用戶數量在上一年成長了 10% 以上，到 2021 年達到 4.24 億。因此，社群媒體使用量的成長正在推動人工智慧驅動的定期訂閱流失評分市場的成長。

2024年10月，總部位於美國、專注於人工智慧驅動的客戶流失智慧分析的客戶成功平台Totango收購了Parative AI，收購金額未揭露。此次收購使Totango能夠部署Unison，這是一款基於人工智慧的生成式成長智慧引擎，能夠整合客戶資料來預測客戶流失、識別風險並發現擴張機會。 Parative AI同樣總部位於美國，專注於人工智慧驅動的訂閱客戶流失評分。

人工智慧 (AI) 驅動的訂閱流失評分市場涵蓋營業單位透過流失預測模型、個人化留存策略、行為分析、情緒分析以及收益和影響預測產生的收益。市場價值包括服務提供者銷售或包含在服務產品中的相關產品的價值。僅涵蓋營業單位之間交易或銷售給最終消費者的產品和服務。

目錄

第1章執行摘要

第2章 市場特徵

第3章 市場趨勢與策略

第4章 市場：宏觀經濟情景，包括利率、通膨、地緣政治、貿易戰和關稅，以及新冠疫情和復甦對市場的影響

第5章 全球成長分析與策略分析框架

  • 全球人工智慧 (AI) 驅動的訂閱流失評分：PESTEL 分析（政治、社會、技術、環境、法律因素、促進因素和限制因素）
  • 最終用途產業分析
  • 全球基於人工智慧（AI）的訂閱取消評分市場：成長率分析
  • 全球人工智慧 (AI) 驅動的訂閱取消評分市場表現：規模與成長，2019-2024 年
  • 全球人工智慧 (AI) 驅動的訂閱取消評分市場預測：規模與成長，2024-2029 年，2034 年預測
  • 全球人工智慧 (AI) 驅動的訂閱取消評分：總潛在市場 (TAM)

第6章 市場細分

  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按組成部分、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 軟體
  • 服務
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按部署模式、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 雲
  • 本地部署
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按公司規模、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 小型企業
  • 主要企業
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按應用程式、表現和預測，2019-2024 年、2024-2029 年、2034 年
  • 通訊
  • 媒體與娛樂
  • 電子商務
  • 銀行、金融服務和保險（BFSI）
  • 衛生保健
  • 軟體即服務 (SaaS)
  • 其他用途
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按最終用戶、實際和預測，2019-2024 年、2024-2029 年、2034 年
  • 企業對企業（B2B）
  • 企業對消費者（B2C）
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按軟體（類型）細分、實際和預測，2019-2024 年、2024-2029 年、2034 年
  • 平台
  • 量子演算法套件
  • 應用軟體
  • 軟體開發套件（SDK）
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按服務類型、績效和預測細分，2019-2024 年、2024-2029 年、2034 年
  • 諮詢和顧問服務
  • 實施和整合服務
  • 支援和維護服務
  • 託管服務

第7章 區域和國家分析

  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按地區、實際結果和預測，2019-2024 年、2024-2029 年、2034 年
  • 全球基於人工智慧 (AI) 的訂閱取消評分市場：按國家/地區、實際結果和預測，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

  • 基於人工智慧 (AI) 的訂閱取消評分市場：競爭格局
  • 基於人工智慧（AI）的訂閱取消評分市場：公司簡介
    • Salesforce Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis
    • SAS Institute Inc. Overview, Products and Services, Strategy and Financial Analysis
    • HubSpot Inc. Overview, Products and Services, Strategy and Financial Analysis
    • Intercom Overview, Products and Services, Strategy and Financial Analysis

第31章：其他領先和創新企業

  • Braze Inc.
  • Gainsight Inc.
  • MoEngage Inc.
  • CleverTap
  • Optimove Inc.
  • ChurnZero Inc.
  • Totango Inc.
  • Vitally Inc.
  • DynamicYield Ltd.
  • Planhat
  • Pecan AI
  • ProfitWell
  • CustomerGauge Co.
  • Strikedeck Inc.
  • Churnkey

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：高潛力市場國家、細分市場與策略

  • 2029 年人工智慧 (AI) 驅動的訂閱取消評分市場：提供新機會的國家
  • 2029 年人工智慧 (AI) 驅動的訂閱取消評分市場：細分領域帶來新機會
  • 2029年基於人工智慧（AI）的訂閱取消評分市場：成長策略
    • 基於市場趨勢的策略
    • 競爭對手策略

第36章 附錄

簡介目錄
Product Code: r37960

AI-enhanced subscription churn scoring involves leveraging advanced artificial intelligence algorithms and machine learning methods to predict the probability that a subscriber will cancel or fail to renew their subscription. By examining extensive customer data, such as behavior, engagement trends, and transactions, this technology enables businesses to detect at-risk customers early and apply targeted retention strategies, ultimately reducing churn and increasing customer lifetime value.

The primary components of AI-enhanced subscription churn scoring are software and services. The software includes platforms and applications that utilize AI to analyze subscriber behavior and forecast churn. These solutions can be deployed via the cloud or on-premises and are suitable for organizations of all sizes, from small and medium-sized enterprises to large corporations. The technology is used across industries such as telecommunications, media and entertainment, e-commerce, banking, financial services and insurance (BFSI), healthcare, software as a service (SaaS), and more, serving both business-to-business (B2B) and business-to-consumer (B2C) markets.

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.

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.

The artificial intelligence (AI)-enhanced subscription churn scoring market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI)-enhanced subscription churn scoring market statistics, including artificial intelligence (AI)-enhanced subscription churn scoring industry global market size, regional shares, competitors with a artificial intelligence (AI)-enhanced subscription churn scoring market share, detailed artificial intelligence (AI)-enhanced subscription churn scoring market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (AI)-enhanced subscription churn scoring industry. This artificial intelligence (AI)-enhanced subscription churn scoring 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 artificial intelligence (AI)-enhanced subscription churn scoring market size has grown exponentially in recent years. It will grow from $2.03 billion in 2024 to $2.53 billion in 2025 at a compound annual growth rate (CAGR) of 24.6%. The growth during the historic period can be attributed to the widespread adoption of subscription-based business models across various industries, a stronger emphasis on optimizing customer lifetime value, rising consumer demand for personalized experiences, increased expectations for responsive customer support, and a growing preference for flexible subscription plans.

The artificial intelligence (AI)-enhanced subscription churn scoring market size is expected to see exponential growth in the next few years. It will grow to $6.03 billion in 2029 at a compound annual growth rate (CAGR) of 24.3%. The expected growth in the forecast period is driven by increasing awareness of data privacy and security issues, greater use of mobile devices for subscription services, heightened demand for seamless user experiences across platforms, the need for real-time updates and notifications, and growing reliance on social media for customer service interactions. Key trends include advancements in machine learning and AI algorithms, development of explainable AI models to enhance transparency, integration of natural language processing for sentiment analysis, use of deep learning techniques for recognizing complex patterns, and wider adoption of ensemble models.

The rising use of cloud-based solutions is expected to drive growth in the AI-enhanced subscription churn scoring market. Cloud-based solutions are software or services accessed via the internet, allowing remote data and application management. Their adoption is growing due to the increasing demand for remote work and collaboration, enabling employees to securely access and work with data from any location, which boosts productivity and ensures business continuity. Utilizing cloud-based platforms allows companies to gather, store, and process vast amounts of customer data in real time, creating a need for AI-powered churn scoring to analyze this data accurately and predict customer churn more effectively. For example, in January 2025, AAG IT Services, a UK-based IT company, reported that in 2022, 89% of surveyed organizations used multi-cloud solutions for storage and workloads, while only 9% relied on a single public cloud, and 2% used a single private cloud. Thus, the growing adoption of cloud-based solutions is fueling the expansion of the AI-enhanced subscription churn scoring market.

The growing use of social media is expected to boost the AI-enhanced subscription churn scoring market. Social media platforms enable users to create content, communicate, and engage with others instantly. Increased social media usage is driven by the widespread availability of smartphones and fast internet, allowing users to stay connected anytime and anywhere. This surge generates large volumes of user engagement and behavioral data, which require AI-enhanced churn scoring to accurately identify users who might discontinue a service by analyzing subtle activity patterns. For example, in January 2022, a report by We Are Social, a UK media agency, and Hootsuite, a Canadian software company, indicated that there were 4.62 billion social media users worldwide, representing 58.4% of the global population. In the previous year, social media users grew by over 10%, with 424 million people joining in 2021. Consequently, the rise in social media use is driving growth in the AI-enhanced subscription churn scoring market.

In October 2024, Totango, a U.S.-based customer success platform focused on AI-driven churn intelligence, acquired Parative AI for an undisclosed sum. This acquisition allowed Totango to introduce Unison, a generative AI-powered growth intelligence engine that integrates customer data to forecast churn, identify risks, and uncover opportunities for expansion. Parative AI, also based in the U.S., specializes in AI-enhanced subscription churn scoring.

Major players in the artificial intelligence (AI)-enhanced subscription churn scoring market are Salesforce Inc., Adobe Inc., SAS Institute Inc., HubSpot Inc., Intercom, Braze Inc., Gainsight Inc., MoEngage Inc., CleverTap, Optimove Inc., ChurnZero Inc., Totango Inc., Vitally Inc., DynamicYield Ltd., Planhat, Pecan AI, ProfitWell, CustomerGauge Co., Strikedeck Inc., Churnkey, and Custify Srl.

North America was the largest region in the artificial intelligence (AI)-enhanced subscription churn scoring market in 2024. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in artificial intelligence (AI)-enhanced subscription churn scoring report are Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East and Africa.

The countries covered in the artificial intelligence (AI)-enhanced subscription churn scoring market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

The artificial intelligence (AI)-enhanced subscription churn scoring market includes revenues earned by entities by churn prediction modeling, personalized retention strategies, behavioral analytics, sentiment analysis, and revenue impact forecasting. The market value includes the value of related goods sold by the service provider or included within the service offering. Only goods and services traded between entities or sold to end consumers are included.

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.

Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring 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 artificial intelligence (ai)-enhanced subscription churn scoring 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 artificial intelligence (ai)-enhanced subscription churn scoring ? How does the market relate to the overall economy, demography and other similar markets? What forces will shape the market going forward, including technological disruption, regulatory shifts, and changing consumer preferences? The artificial intelligence (ai)-enhanced subscription churn scoring 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 technological advancements such as AI and automation, Russia-Ukraine war, trade tariffs (government-imposed import/export duties), elevated inflation and interest rates.

  • 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.
  • 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 Component: Software; Services
  • 2) By Deployment Mode: Cloud; On-Premises
  • 3) By Enterprise Size: Small And Medium Enterprises; Large Enterprises
  • 4) By Application: Telecommunications; Media And Entertainment; E-Commerce; Banking, Financial Services, And Insurance (BFSI); Healthcare; Software As A Service (SaaS); Other Applications
  • 5) By End-User: Business-To-Business (B2B); Business-To-Consumer (B2C)
  • Subsegments:
  • 1) By Software: Platform; Quantum Algorithm Suites; Application Software; Software Development Kits (SDKs)
  • 2) By Services: Consulting And Advisory Services; Deployment And Integration Services; Support And Maintenance Services; Managed Services
  • Companies Mentioned: Salesforce Inc.; Adobe Inc.; SAS Institute Inc.; HubSpot Inc.; Intercom; Braze Inc.; Gainsight Inc.; MoEngage Inc.; CleverTap; Optimove Inc.; ChurnZero Inc.; Totango Inc.; Vitally Inc.; DynamicYield Ltd.; Planhat; Pecan AI; ProfitWell; CustomerGauge Co.; Strikedeck Inc.; Churnkey; Custify Srl.
  • 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.

Table of Contents

1. Executive Summary

2. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Characteristics

3. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Trends And Strategies

4. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring 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 Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Growth Analysis And Strategic Analysis Framework

  • 5.1. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)
  • 5.2. Analysis Of End Use Industries
  • 5.3. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Growth Rate Analysis
  • 5.4. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
  • 5.5. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
  • 5.6. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Total Addressable Market (TAM)

6. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Segmentation

  • 6.1. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Software
  • Services
  • 6.2. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Cloud
  • On-Premises
  • 6.3. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Small And Medium Enterprises
  • Large Enterprises
  • 6.4. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Telecommunications
  • Media And Entertainment
  • E-Commerce
  • Banking, Financial Services, And Insurance (BFSI)
  • Healthcare
  • Software As A Service (SaaS)
  • Other Applications
  • 6.5. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Business-To-Business (B2B)
  • Business-To-Consumer (B2C)
  • 6.6. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Platform
  • Quantum Algorithm Suites
  • Application Software
  • Software Development Kits (SDKs)
  • 6.7. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • Consulting And Advisory Services
  • Deployment And Integration Services
  • Support And Maintenance Services
  • Managed Services

7. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Regional And Country Analysis

  • 7.1. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 7.2. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 8.1. Asia-Pacific Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring 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 Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.3. Asia-Pacific Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 8.4. Asia-Pacific Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 9.1. China Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 9.2. China Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.3. China Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
  • 9.4. China Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 10.1. India Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.2. India Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 10.3. India Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 11.1. Japan Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 11.2. Japan Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.3. Japan Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 11.4. Japan Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 12.1. Australia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.2. Australia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 12.3. Australia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 13.1. Indonesia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.2. Indonesia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 13.3. Indonesia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 14.1. South Korea Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 14.2. South Korea Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.3. South Korea Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 14.4. South Korea Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 15.1. Western Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 15.2. Western Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.3. Western Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 15.4. Western Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 16.1. UK Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.2. UK Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 16.3. UK Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 17.1. Germany Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.2. Germany Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 17.3. Germany Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 18.1. France Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.2. France Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 18.3. France Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 19.1. Italy Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.2. Italy Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 19.3. Italy Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 20.1. Spain Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.2. Spain Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 20.3. Spain Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 21.1. Eastern Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 21.2. Eastern Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.3. Eastern Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 21.4. Eastern Europe Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 22.1. Russia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.2. Russia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 22.3. Russia Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 23.1. North America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 23.2. North America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.3. North America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 23.4. North America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 24.1. USA Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 24.2. USA Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.3. USA Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 24.4. USA Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 25.1. Canada Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 25.2. Canada Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.3. Canada Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 25.4. Canada Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 26.1. South America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 26.2. South America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.3. South America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 26.4. South America Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 27.1. Brazil Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.2. Brazil Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 27.3. Brazil Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 28.1. Middle East Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 28.2. Middle East Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.3. Middle East Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 28.4. Middle East Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

  • 29.1. Africa Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Overview
  • 29.2. Africa Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.3. Africa Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
  • 29.4. Africa Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market, Segmentation By Enterprise Size, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Competitive Landscape And Company Profiles

  • 30.1. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Competitive Landscape
  • 30.2. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Company Profiles
    • 30.2.1. Salesforce Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.2. Adobe Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.3. SAS Institute Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.4. HubSpot Inc. Overview, Products and Services, Strategy and Financial Analysis
    • 30.2.5. Intercom Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Other Major And Innovative Companies

  • 31.1. Braze Inc.
  • 31.2. Gainsight Inc.
  • 31.3. MoEngage Inc.
  • 31.4. CleverTap
  • 31.5. Optimove Inc.
  • 31.6. ChurnZero Inc.
  • 31.7. Totango Inc.
  • 31.8. Vitally Inc.
  • 31.9. DynamicYield Ltd.
  • 31.10. Planhat
  • 31.11. Pecan AI
  • 31.12. ProfitWell
  • 31.13. CustomerGauge Co.
  • 31.14. Strikedeck Inc.
  • 31.15. Churnkey

32. Global Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

34. Recent Developments In The Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market

35. Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market High Potential Countries, Segments and Strategies

  • 35.1 Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market In 2029 - Countries Offering Most New Opportunities
  • 35.2 Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring Market In 2029 - Segments Offering Most New Opportunities
  • 35.3 Artificial Intelligence (AI)-Enhanced Subscription Churn Scoring 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