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市场调查报告书
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1852254

2025年基于人工智慧（AI）的订阅取消评分全球市场报告

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个工作天内

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简介目录

近年来，基于人工智慧 (AI) 的订阅流失评分市场快速扩张，规模从 2024 年的 20.3 亿美元成长至 2025 年的 25.3 亿美元，复合年增长率达 24.6%。这段历史性时期的成长可归因于各行各业广泛采用订阅式经营模式、更加重视优化客户生命週期价值、消费者对个人化体验的需求不断增长、对响应式客户支援的期望不断提高，以及对灵活订阅计划的偏好。

预计未来几年，基于人工智慧 (AI) 的订阅流失评分市场将呈指数级增长，到 2029 年将达到 60.3 亿美元，年复合成长率（CAGR）为 24.3%。预测期内的成长动力包括：资料隐私和安全意识的增强、订阅服务中行动装置的使用日益增多、对跨平台无缝用户体验的需求日益增长、对即时更新和通知的需求，以及对社交媒体进行客户服务互动的日益依赖。关键趋势包括：机器学习和人工智慧演算法的进步、可解释的人工智慧模型的开发以提高透明度、自然语言处理在情感分析中的整合、深度学习技术在复杂模式识别中的应用，以及整合模型的广泛应用。

人工智慧驱动的用户流失评分利用先进的人工智慧演算法和机器学习技术来预测用户流失或不再续订的机率。透过分析包括行为、互动趋势和交易在内的广泛客户数据，该技术使企业能够及早识别高风险客户，并应用有针对性的留存策略，最终降低客户流失率并提升客户生命週期价值。

人工智慧驱动的订阅流失评分的关键组成部分是软体和服务。软体包括使用人工智慧分析用户行为并预测流失的平台和应用程式。这些解决方案可以部署在云端或本地，适用于从小型企业到大型企业的各种规模的组织。该技术应用于通讯、媒体和娱乐、电子商务、银行、金融服务和保险 (BFSI)、医疗保健和软体即服务 (SaaS) 等行业，可满足企业对企业 (B2B) 和企业对消费者 (B2C) 市场的需求。

2025 年春季美国关税的快速上涨以及由此引发的贸易摩擦对资讯技术领域产生了重大影响，尤其是硬体製造、资料基础设施和软体部署。对进口半导体、电路基板和网路设备征收更高的关税，增加了高科技公司、云端服务供应商和资料中心的生产和营运成本。在全球范围内采购笔记型电脑、伺服器和消费电子产品零件的公司面临更长的前置作业时间和价格上涨的压力。同时，对专业软体工具征收的关税以及主要国际市场的报復性措施正在扰乱全球 IT 供应链，并减少海外对美国开发技术的需求。为了应对这些挑战，该行业正在加快对国内晶片製造的投资，实现供应商基础多元化，并采用人工智慧主导的自动化，以提高营运的弹性和成本效益。

本研究报告是商业研究公司（The Business Research Company）新报告系列的一部分，该系列提供了由人工智慧 (AI) 驱动的订阅取消评分市场统计数据，例如全球市场规模、各地区份额、竞争对手的市场份额、人工智慧 (AI) 驱动的订阅取消评分细分市场、市场趋势和机会，以及在人工智慧 (AI) 驱动的取消评分行业取得成功所需的数据。这份由人工智慧 (AI) 驱动的订阅取消评分市场研究报告对该行业的现状和未来趋势进行了详细分析，为您提供所需的一切资讯的完整观点。

预计云端基础方案的日益普及将推动人工智慧驱动的订阅流失评分市场的成长。云端基础方案是透过网际网路存取的软体和服务，支援远端资料和应用程式管理。对远端工作和协作日益增长的需求推动了云端基础云端基础的采用，使员工能够安全地从任何地方存取和工作，提高生产力并确保业务连续性。利用云端基础平台，企业可以即时收集、储存和处理大量客户数据，从而推动了对人工智慧驱动的订阅流失评分的需求，以便准确分析这些数据并更有效地预测客户流失。例如，2025 年 1 月，英国IT 公司 AAG IT Services 报告称，虽然 89% 的受访公司将在 2022 年使用多重云端解决方案进行储存和工作负载，但只有 9% 的公司会依赖单一公共云端，2% 的公司会使用单一私有云端。云端基础方案的日益普及正在推动人工智慧驱动的订阅流失评分市场的扩张。

社群媒体的使用日益增长，预计将推动人工智慧驱动的订阅流失评分市场的发展。社群媒体平台允许用户创作内容、进行交流并即时与他人互动。社群媒体使用量的成长得益于智慧型手机和高速网路的普及，使用户可以随时随地连线。这种激增产生了大量用户参与度和行为数据，从而催生了对人工智慧驱动的订阅流失评分的需求，该评分透过分析细微的行为模式，准确识别可能停止使用服务的用户。例如，根据英国媒体机构 We Are Social 和加拿大软体公司 Hootsuite 于 2022 年 1 月发布的报告，全球社群媒体使用者数量为 46.2 亿，占全球人口的 58.4%。社群媒体用户数量在上一年增长了 10% 以上，到 2021 年达到 4.24 亿。因此，社群媒体使用量的成长正在推动人工智慧驱动的定期订阅流失评分市场的成长。

2024年10月，总部位于美国、专注于人工智慧驱动的客户流失智慧分析的客户成功平台Totango收购了Parative AI，收购金额未揭露。此次收购使Totango能够部署Unison，这是一款基于人工智慧的生成式成长智慧引擎，能够整合客户资料来预测客户流失、识别风险并发现扩张机会。 Parative AI同样总部位于美国，专注于人工智慧驱动的订阅客户流失评分。

人工智慧 (AI) 驱动的订阅流失评分市场涵盖营业单位透过流失预测模型、个人化留存策略、行为分析、情绪分析以及收益和影响预测产生的收益。市场价值包括服务提供者销售或包含在服务产品中的相关产品的价值。仅涵盖营业单位之间交易或销售给最终消费者的产品和服务。

目录

第一章执行摘要

第二章 市场特征

第三章 市场趋势与策略

第四章 市场：宏观经济情景，包括利率、通膨、地缘政治、贸易战和关税，以及新冠疫情和復苏对市场的影响

第五章 全球成长分析与策略分析框架

  • 全球人工智慧 (AI) 驱动的订阅流失评分：PESTEL 分析（政治、社会、技术、环境、法律因素、驱动因素和限制因素）
  • 最终用途产业分析
  • 全球基于人工智慧（AI）的订阅取消评分市场：成长率分析
  • 全球人工智慧 (AI) 驱动的订阅取消评分市场表现：规模与成长，2019-2024 年
  • 全球人工智慧 (AI) 驱动的订阅取消评分市场预测：规模与成长，2024-2029 年，2034 年预测
  • 全球人工智慧 (AI) 驱动的订阅取消评分：总潜在市场 (TAM)

第六章 市场细分

  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按组成部分、实际结果和预测，2019-2024 年、2024-2029 年、2034 年
  • 软体
  • 服务
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按部署模式、实际结果和预测，2019-2024 年、2024-2029 年、2034 年
  • 云
  • 本地部署
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按公司规模、实际结果和预测，2019-2024 年、2024-2029 年、2034 年
  • 小型企业
  • 大公司
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按应用程式、表现和预测，2019-2024 年、2024-2029 年、2034 年
  • 通讯
  • 媒体与娱乐
  • 电子商务
  • 银行、金融服务和保险（BFSI）
  • 卫生保健
  • 软体即服务 (SaaS)
  • 其他用途
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按最终用户、实际和预测，2019-2024 年、2024-2029 年、2034 年
  • 企业对企业（B2B）
  • 企业对消费者（B2C）
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按软体（类型）细分、实际和预测，2019-2024 年、2024-2029 年、2034 年
  • 平台
  • 量子演算法套件
  • 应用软体
  • 软体开发套件（SDK）
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按服务类型、绩效和预测细分，2019-2024 年、2024-2029 年、2034 年
  • 咨询和顾问服务
  • 实施和整合服务
  • 支援和维护服务
  • 託管服务

第七章 区域和国家分析

  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按地区、实际结果和预测，2019-2024 年、2024-2029 年、2034 年
  • 全球基于人工智慧 (AI) 的订阅取消评分市场：按国家/地区、实际结果和预测，2019-2024 年、2024-2029 年、2034 年

第八章 亚太市场

第九章：中国市场

第十章 印度市场

第十一章 日本市场

第十二章：澳洲市场

第十三章 印尼市场

第十四章 韩国市场

第十五章：西欧市场

第十六章英国市场

第十七章：德国市场

第18章：法国市场

第十九章：义大利市场

第20章：西班牙市场

第21章 东欧市场

第22章：俄罗斯市场

第23章 北美市场

第24章美国市场

第25章：加拿大市场

第26章 南美洲市场

第27章：巴西市场

第28章 中东市场

第29章：非洲市场

第30章：竞争格局与公司概况

  • 基于人工智慧 (AI) 的订阅取消评分市场：竞争格局
  • 基于人工智慧（AI）的订阅取消评分市场：公司简介
    • 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：其他领先和创新企业

  • 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 章全球市场竞争基准化分析与仪表板

第33章 重大併购

第34章近期市场趋势

第 35 章：高潜力市场国家、细分市场与策略

  • 2029 年人工智慧 (AI) 驱动的订阅取消评分市场：提供新机会的国家
  • 2029 年人工智慧 (AI) 驱动的订阅取消评分市场：细分领域带来新机会
  • 2029年基于人工智慧（AI）的订阅取消评分市场：成长策略
    • 基于市场趋势的策略
    • 竞争对手策略

第36章 附录

简介目录
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