세계의 인공지능(AI) 기반 구독 이탈 점수 평가 시장 보고서(2025년)

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