Artificial Intelligence-Based Personalization Market Size 2025-2029
The artificial intelligence-based personalization market size is forecast to increase by USD 2.71 billion, at a CAGR of 17.5% between 2024 and 2029.
- The market is experiencing significant growth, driven by the increasing advances in AI and machine learning technologies. These innovations enable businesses to deliver highly customized experiences to consumers, enhancing customer engagement and loyalty. However, challenges persist, including the high unsubscribe rate for mass marketing efforts, which underscores the need for more effective personalization strategies. Another obstacle is the lack of skilled resources and technological know-how required to implement and optimize AI-based personalization solutions.
- Companies seeking to capitalize on this market must address these challenges by investing in talent development and staying abreast of the latest AI and ML trends. By doing so, they can differentiate themselves from competitors and create compelling, personalized customer experiences that drive business growth.
What will be the Size of the Artificial Intelligence-Based Personalization Market during the forecast period?

Explore in-depth regional segment analysis with market size data - historical 2019-2023 and forecasts 2025-2029 - in the full report.
Request Free Sample
The artificial intelligence (AI) market for personalization continues to evolve, driven by the increasing demand for tailored experiences across various sectors. Predictive analytics and personalized product discovery are transforming industries, enabling businesses to anticipate customer needs and deliver customized offerings. Personalized learning platforms and personalization engines optimize educational content, while customer journey mapping and A/B testing refine marketing strategies. Compliance regulations shape the landscape, influencing user profiling and data privacy practices. Personalized offers and financial services cater to individual preferences, enhancing customer engagement. In retail, personalized shopping experiences, email marketing, and customer feedback analysis leverage AI to optimize user experience (UX) and drive sales.
Marketing automation, ad targeting, and dynamic pricing adapt to consumer behavior, ensuring efficient resource allocation. Content optimization and personalized healthcare services tailor information delivery, improving patient care. Data security and privacy concerns persist, necessitating advanced AI solutions. Pay-per-click (PPC) campaigns, contextual personalization, sentiment analysis, and recommendation systems are integral components of AI-driven marketing efforts. Personalized notifications, social media marketing, and content curation engage audiences, while AI-powered recommendations and voice assistants streamline customer interactions. Real-time personalization and search intent analysis refine user experiences, enhancing overall satisfaction. Behavioral data analysis and machine learning models fuel continuous improvement, ensuring a dynamic and evolving market landscape.
How is this Artificial Intelligence-Based Personalization Industry segmented?
The artificial intelligence-based personalization industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.
- Application
- Website personalization
- Display ads personalization
- Social media personalization
- E-mail personalization
- Others
- Technology
- Machine learning and deep learning
- Natural language processing
- End-user
- Geography
- North America
- Europe
- APAC
- Australia
- China
- India
- Japan
- South Korea
- Rest of World (ROW)
.
By Application Insights
The website personalization segment is estimated to witness significant growth during the forecast period.
The AI-based personalization market is experiencing significant growth, with website personalization holding the largest market share. This approach uses predictive analytics and user profiling to deliver personalized product discoveries, learning platforms, offers, and shopping experiences. Compliance regulations play a crucial role in shaping this market, ensuring data privacy and security. Email marketing, marketing automation, and social media marketing are also benefiting from real-time personalization, contextual targeting, and sentiment analysis. Machine learning models power recommendation systems, personalized content delivery, and dynamic pricing strategies.
Personalized healthcare services and voice assistants are emerging trends, offering customized solutions based on behavioral data analysis and search intent. AI-driven chatbots and content curation further enhance the user experience, while personalized notifications keep customers engaged. Overall, the AI-based personalization market is transforming digital interactions, providing immersive, harmonious, and contextually relevant experiences.

Request Free Sample
The Website personalization segment was valued at USD 421.60 billion in 2019 and showed a gradual increase during the forecast period.
Regional Analysis
APAC is estimated to contribute 46% to the growth of the global market during the forecast period.Technavio’s analysts have elaborately explained the regional trends and drivers that shape the market during the forecast period.

Request Free Sample
In the Asia Pacific region, the market for Artificial Intelligence (AI) in personalization is witnessing significant growth, driven by the increasing adoption of AI-powered solutions in various sectors. Predictive analytics, customer journey mapping, and A/B testing are key areas of investment, enabling businesses to deliver personalized product discoveries and offers. Compliance regulations, data privacy, and security are crucial considerations, necessitating the use of advanced machine learning models and real-time personalization. Personalized learning platforms and user profiling are transforming the education sector, with initiatives like India's "AI for All" program showcasing the potential. Marketers in the region are gradually embracing AI for email marketing, marketing automation, ad targeting, and content optimization, despite concerns over complexity and cost.
Personalized financial services, healthcare services, shopping experiences, and content recommendations are also gaining traction. Social media marketing, personalized content delivery, and dynamic pricing are other applications of AI, with contextual personalization and sentiment analysis providing valuable insights. Recommendation systems, keyword research, and search intent analysis are essential components of a successful personalization strategy. Behavioral data analysis and AI-driven chatbots further enhance the user experience. Despite these advancements, challenges remain, including the need for data security and user experience optimization. Voice assistants and content curation are emerging trends, as businesses strive to deliver personalized experiences across various touchpoints. The market is expected to continue evolving, with AI-powered recommendations and personalized notifications becoming increasingly important.
Market Dynamics
Our researchers analyzed the data with 2024 as the base year, along with the key drivers, trends, and challenges. A holistic analysis of drivers will help companies refine their marketing strategies to gain a competitive advantage.
What are the key market drivers leading to the rise in the adoption of Artificial Intelligence-Based Personalization Industry?
- A high unsubscribe rate in mass marketing campaigns is a significant indicator and driver of market behavior.
- Artificial Intelligence (AI) and machine learning algorithms are revolutionizing marketing strategies by enabling personalized product discovery and learning platforms. Predictive analytics, user profiling, and customer journey mapping are key elements of this approach. By analyzing previous orders, searches, clicks, time spent on pages, interests of similar visitors, and wish lists, personalization engines deliver tailored messages to consumers. This not only enhances user experience but also increases engagement and conversions. Personalized offers and financial services are becoming increasingly popular. Compliance regulations ensure data privacy and security, while A/B testing allows for continuous improvement.
- AI-driven personalization is immersive and harmonious, emphasizing the importance of understanding the customer journey. This approach contrasts with mass marketing, which delivers the same message to every user, often resulting in high unsubscribe rates. By leveraging AI, businesses can create personalized shopping experiences that resonate with each customer, driving loyalty and revenue growth.
What are the market trends shaping the Artificial Intelligence-Based Personalization Industry?
- Advances in Artificial Intelligence (AI) and Machine Learning (ML) are currently shaping the market trend. These technologies are experiencing significant growth and are becoming increasingly important in various industries.
- Artificial Intelligence (AI) and machine learning are revolutionizing business processes, particularly in marketing. The integration of AI with IoT and cloud technology is enabling machines to better understand human needs, leading to significant advancements in email marketing, customer feedback analysis, marketing automation, ad targeting, dynamic pricing, content optimization, and personalized healthcare services. This has resulted in increased investments in AI, which tripled in the last few years, as businesses seek to leverage its capabilities. The vast amounts of data generated require sophisticated analysis methods, making machine learning an essential tool.
- Machine learning algorithms learn from customer behavior, habits, and purchasing patterns to suggest strategies that enhance customer satisfaction. However, with the increased use of AI comes concerns over data privacy, user experience, data security, and pay-per-click advertising. Ensuring data privacy and security while maintaining a seamless user experience is crucial for businesses implementing AI solutions.
What challenges does the Artificial Intelligence-Based Personalization Industry face during its growth?
- The absence of adequately skilled labor and advanced technological expertise poses a significant obstacle to the industry's expansion.
- Artificial Intelligence (AI) has revolutionized marketing, particularly in the realm of personalization. Contextual personalization, a key application of AI, enables businesses to deliver tailored content and recommendations based on user behavior, search intent, and sentiment analysis. Machine learning models, which underpin AI, analyze vast amounts of behavioral data to identify patterns and trends, informing personalized content and recommendation systems. However, implementing AI-based personalization strategies presents challenges. Marketers grapple with the technical complexities of integrating AI into their operations, including software implementation and the need for a skilled workforce. Moreover, many marketers are unaware of the nuances of AI technology and its potential applications.
- Despite these challenges, the benefits of AI-based personalization are significant. Real-time personalization, facilitated by AI, can significantly enhance user experience and engagement, leading to increased sales and customer loyalty. Personalized content recommendations, powered by AI, can help businesses deliver targeted messages to the right audience at the right time, improving conversion rates and overall marketing effectiveness. To harness the power of AI-based personalization, marketers must develop a comprehensive personalization strategy. This involves keyword research, behavioral data analysis, and the implementation of recommendation systems. By leveraging AI to understand user behavior and preferences, marketers can deliver immersive, harmonious, and contextually relevant experiences that resonate with their audience.
- In conclusion, AI-based personalization is a game-changer for marketers. While the implementation process presents challenges, the benefits are substantial. By embracing AI and developing a strategic approach to personalization, businesses can deliver tailored content and recommendations that engage and convert customers.
Exclusive Customer Landscape
The artificial intelligence-based personalization market forecasting report includes the adoption lifecycle of the market, covering from the innovator’s stage to the laggard’s stage. It focuses on adoption rates in different regions based on penetration. Furthermore, the artificial intelligence-based personalization market report also includes key purchase criteria and drivers of price sensitivity to help companies evaluate and develop their market growth analysis strategies.

Customer Landscape
Key Companies & Market Insights
Companies are implementing various strategies, such as strategic alliances, artificial intelligence-based personalization market forecast, partnerships, mergers and acquisitions, geographical expansion, and product/service launches, to enhance their presence in the industry.
Accenture PLC - This company specializes in artificial intelligence solutions for personalized customer engagement, marketing, and pricing strategies. By leveraging advanced AI technologies, our offerings enhance user experiences and optimize business performance. Our solutions are designed to analyze customer behavior and preferences, enabling tailored interactions and targeted marketing campaigns. Additionally, our AI-driven pricing models ensure competitive edge by optimizing product offerings based on real-time market trends and consumer demand.
The industry research and growth report includes detailed analyses of the competitive landscape of the market and information about key companies, including:
- Accenture PLC
- Adobe Inc.
- Amazon.com Inc.
- Apple Inc.
- BloomReach Inc.
- Blueshift Labs Inc.
- BOUNTEOUS
- Crownpeak Technology Inc.
- Google LLC
- H2O.ai Inc.
- Infinite Analytics Inc.
- International Business Machines Corp.
- McDonald Corp.
- Microsoft Corp.
- mParticle Inc.
- Salesforce Inc.
- Sitecore Holding II AS
- Verint Systems Inc.
- ViSenze Pte. Ltd.
- ZS Associates Inc.
Qualitative and quantitative analysis of companies has been conducted to help clients understand the wider business environment as well as the strengths and weaknesses of key industry players. Data is qualitatively analyzed to categorize companies as pure play, category-focused, industry-focused, and diversified; it is quantitatively analyzed to categorize companies as dominant, leading, strong, tentative, and weak.
Recent Development and News in Artificial Intelligence-Based Personalization Market
- In February 2024, Microsoft Corporation announced the global availability of its AI-powered personal shopping assistant, "Microsoft Shopping," integrating personalized product recommendations based on shopping history and preferences (Microsoft Press Release). In May 2024, IBM and Adobe formed a strategic partnership to combine IBM's Watson AI technology with Adobe Experience Cloud, aiming to deliver more personalized customer experiences (IBM Press Release).
- In August 2024, Salesforce completed the acquisition of Datorama, a marketing analytics and data management platform, to enhance its AI-driven marketing automation capabilities, further strengthening its position in the personalization market (Salesforce Press Release). In November 2025, Amazon Web Services (AWS) launched "Personalize," a new machine learning service designed to help developers build personalized recommendations for their customers, marking a significant technological advancement in AI-based personalization solutions (AWS Press Release).
- These developments demonstrate the increasing importance of AI-based personalization in various industries, with major tech companies investing in new services, strategic partnerships, acquisitions, and technological advancements to cater to the growing demand for personalized experiences.
Research Analyst Overview
- In the dynamic the market, data mining plays a crucial role in extracting valuable insights from vast amounts of customer data. Personalization frameworks, driven by advanced algorithms such as neural networks and deep learning, optimize performance through cost savings and improved conversion funnels. Data governance ensures ethical use of customer data, while user interface design enhances the customer experience. Cloud computing facilitates scalability and API integration, enabling real-time data processing and analysis. Customer journey analytics and data visualization provide actionable insights into user behavior, informing marketing strategies. ABM (account-based marketing) and multi-channel marketing leverage data to deliver personalized content, enhancing engagement.
- Performance optimization through algorithm transparency and model explainability is essential for maintaining trust and improving user experience. Big data analytics and social media listening provide a holistic view of customer interactions, informing marketing campaigns and content marketing efforts. Edge computing offers faster processing times and reduced latency, improving the effectiveness of real-time personalization. Bias detection and data ethics are critical considerations in the development and implementation of AI-based personalization systems. User interface design and user experience design ensure a seamless and intuitive interaction between users and personalized content. Marketing analytics and reinforcement learning continuously optimize marketing strategies, ensuring maximum impact.
Dive into Technavio’s robust research methodology, blending expert interviews, extensive data synthesis, and validated models for unparalleled Artificial Intelligence-Based Personalization Market insights. See full methodology.
|
Market Scope
|
|
Report Coverage
|
Details
|
|
Page number
|
228
|
|
Base year
|
2024
|
|
Historic period
|
2019-2023 |
|
Forecast period
|
2025-2029
|
|
Growth momentum & CAGR
|
Accelerate at a CAGR of 17.5%
|
|
Market growth 2025-2029
|
USD 2714.9 million
|
|
Market structure
|
Fragmented
|
|
YoY growth 2024-2025(%)
|
15.4
|
|
Key countries
|
US, China, Germany, India, South Korea, Canada, Japan, UK, France, and Australia
|
|
Competitive landscape
|
Leading Companies, Market Positioning of Companies, Competitive Strategies, and Industry Risks
|
Request Free Sample
What are the Key Data Covered in this Artificial Intelligence-Based Personalization Market Research and Growth Report?
- CAGR of the Artificial Intelligence-Based Personalization industry during the forecast period
- Detailed information on factors that will drive the growth and forecasting between 2025 and 2029
- Precise estimation of the size of the market and its contribution of the industry in focus to the parent market
- Accurate predictions about upcoming growth and trends and changes in consumer behaviour
- Growth of the market across APAC, North America, Europe, South America, and Middle East and Africa
- Thorough analysis of the market’s competitive landscape and detailed information about companies
- Comprehensive analysis of factors that will challenge the artificial intelligence-based personalization market growth of industry companies
We can help! Our analysts can customize this artificial intelligence-based personalization market research report to meet your requirements.
Get in touch
1 Executive Summary
- 1.1 Market overview
- Executive Summary - Chart on Market Overview
- Executive Summary - Data Table on Market Overview
- Executive Summary - Chart on Global Market Characteristics
- Executive Summary - Chart on Market by Geography
- Executive Summary - Chart on Market Segmentation by Application
- Executive Summary - Chart on Market Segmentation by Technology
- Executive Summary - Chart on Market Segmentation by End-user
- Executive Summary - Chart on Incremental Growth
- Executive Summary - Data Table on Incremental Growth
- Executive Summary - Chart on Company Market Positioning
2 Technavio Analysis
- 2.1 Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
- 2.2 Criticality of inputs and Factors of differentiation
- Overview on criticality of inputs and factors of differentiation
- 2.3 Factors of disruption
- Overview on factors of disruption
- 2.4 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
3 Market Landscape
- 3.1 Market ecosystem
- Parent Market
- Data Table on - Parent Market
- 3.2 Market characteristics
- Market characteristics analysis
4 Market Sizing
- 4.1 Market definition
- Offerings of companies included in the market definition
- 4.2 Market segment analysis
- 4.4 Market outlook: Forecast for 2024-2029
- Chart on Global - Market size and forecast 2024-2029 ($ million)
- Data Table on Global - Market size and forecast 2024-2029 ($ million)
- Chart on Global Market: Year-over-year growth 2024-2029 (%)
- Data Table on Global Market: Year-over-year growth 2024-2029 (%)
5 Historic Market Size
- 5.1 Global Artificial Intelligence-Based Personalization Market 2019 - 2023
- Historic Market Size - Data Table on Global Artificial Intelligence-Based Personalization Market 2019 - 2023 ($ million)
- 5.2 Application segment analysis 2019 - 2023
- Historic Market Size - Application Segment 2019 - 2023 ($ million)
- 5.3 Technology segment analysis 2019 - 2023
- Historic Market Size - Technology Segment 2019 - 2023 ($ million)
- 5.4 End-user segment analysis 2019 - 2023
- Historic Market Size - End-user Segment 2019 - 2023 ($ million)
- 5.5 Geography segment analysis 2019 - 2023
- Historic Market Size - Geography Segment 2019 - 2023 ($ million)
- 5.6 Country segment analysis 2019 - 2023
- Historic Market Size - Country Segment 2019 - 2023 ($ million)
6 Qualitative Analysis
- 6.1 AI Impact on Global Artificial Intelligence-Based Personalization Market
7 Five Forces Analysis
- 7.1 Five forces summary
- Five forces analysis - Comparison between 2024 and 2029
- 7.2 Bargaining power of buyers
- Bargaining power of buyers - Impact of key factors 2024 and 2029
- 7.3 Bargaining power of suppliers
- Bargaining power of suppliers - Impact of key factors in 2024 and 2029
- 7.4 Threat of new entrants
- Threat of new entrants - Impact of key factors in 2024 and 2029
- 7.5 Threat of substitutes
- Threat of substitutes - Impact of key factors in 2024 and 2029
- 7.6 Threat of rivalry
- Threat of rivalry - Impact of key factors in 2024 and 2029
- 7.7 Market condition
- Chart on Market condition - Five forces 2024 and 2029
8 Market Segmentation by Application
- 8.1 Market segments
- Chart on Application - Market share 2024-2029 (%)
- Data Table on Application - Market share 2024-2029 (%)
- 8.2 Comparison by Application
- Chart on Comparison by Application
- Data Table on Comparison by Application
- 8.3 Website personalization - Market size and forecast 2024-2029
- Chart on Website personalization - Market size and forecast 2024-2029 ($ million)
- Data Table on Website personalization - Market size and forecast 2024-2029 ($ million)
- Chart on Website personalization - Year-over-year growth 2024-2029 (%)
- Data Table on Website personalization - Year-over-year growth 2024-2029 (%)
- 8.4 Display ads personalization - Market size and forecast 2024-2029
- Chart on Display ads personalization - Market size and forecast 2024-2029 ($ million)
- Data Table on Display ads personalization - Market size and forecast 2024-2029 ($ million)
- Chart on Display ads personalization - Year-over-year growth 2024-2029 (%)
- Data Table on Display ads personalization - Year-over-year growth 2024-2029 (%)
- 8.5 Social media personalization - Market size and forecast 2024-2029
- Chart on Social media personalization - Market size and forecast 2024-2029 ($ million)
- Data Table on Social media personalization - Market size and forecast 2024-2029 ($ million)
- Chart on Social media personalization - Year-over-year growth 2024-2029 (%)
- Data Table on Social media personalization - Year-over-year growth 2024-2029 (%)
- 8.6 E-mail personalization - Market size and forecast 2024-2029
- Chart on E-mail personalization - Market size and forecast 2024-2029 ($ million)
- Data Table on E-mail personalization - Market size and forecast 2024-2029 ($ million)
- Chart on E-mail personalization - Year-over-year growth 2024-2029 (%)
- Data Table on E-mail personalization - Year-over-year growth 2024-2029 (%)
- 8.7 Others - Market size and forecast 2024-2029
- Chart on Others - Market size and forecast 2024-2029 ($ million)
- Data Table on Others - Market size and forecast 2024-2029 ($ million)
- Chart on Others - Year-over-year growth 2024-2029 (%)
- Data Table on Others - Year-over-year growth 2024-2029 (%)
- 8.8 Market opportunity by Application
- Market opportunity by Application ($ million)
- Data Table on Market opportunity by Application ($ million)
9 Market Segmentation by Technology
- 9.1 Market segments
- Chart on Technology - Market share 2024-2029 (%)
- Data Table on Technology - Market share 2024-2029 (%)
- 9.2 Comparison by Technology
- Chart on Comparison by Technology
- Data Table on Comparison by Technology
- 9.3 Machine learning and deep learning - Market size and forecast 2024-2029
- Chart on Machine learning and deep learning - Market size and forecast 2024-2029 ($ million)
- Data Table on Machine learning and deep learning - Market size and forecast 2024-2029 ($ million)
- Chart on Machine learning and deep learning - Year-over-year growth 2024-2029 (%)
- Data Table on Machine learning and deep learning - Year-over-year growth 2024-2029 (%)
- 9.4 Natural language processing - Market size and forecast 2024-2029
- Chart on Natural language processing - Market size and forecast 2024-2029 ($ million)
- Data Table on Natural language processing - Market size and forecast 2024-2029 ($ million)
- Chart on Natural language processing - Year-over-year growth 2024-2029 (%)
- Data Table on Natural language processing - Year-over-year growth 2024-2029 (%)
- 9.5 Market opportunity by Technology
- Market opportunity by Technology ($ million)
- Data Table on Market opportunity by Technology ($ million)
10 Market Segmentation by End-user
- 10.1 Market segments
- Chart on End-user - Market share 2024-2029 (%)
- Data Table on End-user - Market share 2024-2029 (%)
- 10.2 Comparison by End-user
- Chart on Comparison by End-user
- Data Table on Comparison by End-user
- 10.3 Enterprises - Market size and forecast 2024-2029
- Chart on Enterprises - Market size and forecast 2024-2029 ($ million)
- Data Table on Enterprises - Market size and forecast 2024-2029 ($ million)
- Chart on Enterprises - Year-over-year growth 2024-2029 (%)
- Data Table on Enterprises - Year-over-year growth 2024-2029 (%)
- 10.4 Individuals - Market size and forecast 2024-2029
- Chart on Individuals - Market size and forecast 2024-2029 ($ million)
- Data Table on Individuals - Market size and forecast 2024-2029 ($ million)
- Chart on Individuals - Year-over-year growth 2024-2029 (%)
- Data Table on Individuals - Year-over-year growth 2024-2029 (%)
- 10.5 Market opportunity by End-user
- Market opportunity by End-user ($ million)
- Data Table on Market opportunity by End-user ($ million)
11 Customer Landscape
- 11.1 Customer landscape overview
- Analysis of price sensitivity, lifecycle, customer purchase basket, adoption rates, and purchase criteria
12 Geographic Landscape
- 12.1 Geographic segmentation
- Chart on Market share by geography 2024-2029 (%)
- Data Table on Market share by geography 2024-2029 (%)
- 12.2 Geographic comparison
- Chart on Geographic comparison
- Data Table on Geographic comparison
- 12.3 APAC - Market size and forecast 2024-2029
- Chart on APAC - Market size and forecast 2024-2029 ($ million)
- Data Table on APAC - Market size and forecast 2024-2029 ($ million)
- Chart on APAC - Year-over-year growth 2024-2029 (%)
- Data Table on APAC - Year-over-year growth 2024-2029 (%)
- 12.4 North America - Market size and forecast 2024-2029
- Chart on North America - Market size and forecast 2024-2029 ($ million)
- Data Table on North America - Market size and forecast 2024-2029 ($ million)
- Chart on North America - Year-over-year growth 2024-2029 (%)
- Data Table on North America - Year-over-year growth 2024-2029 (%)
- 12.5 Europe - Market size and forecast 2024-2029
- Chart on Europe - Market size and forecast 2024-2029 ($ million)
- Data Table on Europe - Market size and forecast 2024-2029 ($ million)
- Chart on Europe - Year-over-year growth 2024-2029 (%)
- Data Table on Europe - Year-over-year growth 2024-2029 (%)
- 12.6 South America - Market size and forecast 2024-2029
- Chart on South America - Market size and forecast 2024-2029 ($ million)
- Data Table on South America - Market size and forecast 2024-2029 ($ million)
- Chart on South America - Year-over-year growth 2024-2029 (%)
- Data Table on South America - Year-over-year growth 2024-2029 (%)
- 12.7 Middle East and Africa - Market size and forecast 2024-2029
- Chart on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Data Table on Middle East and Africa - Market size and forecast 2024-2029 ($ million)
- Chart on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- Data Table on Middle East and Africa - Year-over-year growth 2024-2029 (%)
- 12.8 US - Market size and forecast 2024-2029
- Chart on US - Market size and forecast 2024-2029 ($ million)
- Data Table on US - Market size and forecast 2024-2029 ($ million)
- Chart on US - Year-over-year growth 2024-2029 (%)
- Data Table on US - Year-over-year growth 2024-2029 (%)
- 12.9 China - Market size and forecast 2024-2029
- Chart on China - Market size and forecast 2024-2029 ($ million)
- Data Table on China - Market size and forecast 2024-2029 ($ million)
- Chart on China - Year-over-year growth 2024-2029 (%)
- Data Table on China - Year-over-year growth 2024-2029 (%)
- 12.10 Germany - Market size and forecast 2024-2029
- Chart on Germany - Market size and forecast 2024-2029 ($ million)
- Data Table on Germany - Market size and forecast 2024-2029 ($ million)
- Chart on Germany - Year-over-year growth 2024-2029 (%)
- Data Table on Germany - Year-over-year growth 2024-2029 (%)
- 12.11 South Korea - Market size and forecast 2024-2029
- Chart on South Korea - Market size and forecast 2024-2029 ($ million)
- Data Table on South Korea - Market size and forecast 2024-2029 ($ million)
- Chart on South Korea - Year-over-year growth 2024-2029 (%)
- Data Table on South Korea - Year-over-year growth 2024-2029 (%)
- 12.12 India - Market size and forecast 2024-2029
- Chart on India - Market size and forecast 2024-2029 ($ million)
- Data Table on India - Market size and forecast 2024-2029 ($ million)
- Chart on India - Year-over-year growth 2024-2029 (%)
- Data Table on India - Year-over-year growth 2024-2029 (%)
- 12.13 Canada - Market size and forecast 2024-2029
- Chart on Canada - Market size and forecast 2024-2029 ($ million)
- Data Table on Canada - Market size and forecast 2024-2029 ($ million)
- Chart on Canada - Year-over-year growth 2024-2029 (%)
- Data Table on Canada - Year-over-year growth 2024-2029 (%)
- 12.14 Japan - Market size and forecast 2024-2029
- Chart on Japan - Market size and forecast 2024-2029 ($ million)
- Data Table on Japan - Market size and forecast 2024-2029 ($ million)
- Chart on Japan - Year-over-year growth 2024-2029 (%)
- Data Table on Japan - Year-over-year growth 2024-2029 (%)
- 12.15 UK - Market size and forecast 2024-2029
- Chart on UK - Market size and forecast 2024-2029 ($ million)
- Data Table on UK - Market size and forecast 2024-2029 ($ million)
- Chart on UK - Year-over-year growth 2024-2029 (%)
- Data Table on UK - Year-over-year growth 2024-2029 (%)
- 12.16 France - Market size and forecast 2024-2029
- Chart on France - Market size and forecast 2024-2029 ($ million)
- Data Table on France - Market size and forecast 2024-2029 ($ million)
- Chart on France - Year-over-year growth 2024-2029 (%)
- Data Table on France - Year-over-year growth 2024-2029 (%)
- 12.17 Australia - Market size and forecast 2024-2029
- Chart on Australia - Market size and forecast 2024-2029 ($ million)
- Data Table on Australia - Market size and forecast 2024-2029 ($ million)
- Chart on Australia - Year-over-year growth 2024-2029 (%)
- Data Table on Australia - Year-over-year growth 2024-2029 (%)
- 12.18 Market opportunity by geography
- Market opportunity by geography ($ million)
- Data Tables on Market opportunity by geography ($ million)
13 Drivers, Challenges, and Opportunity/Restraints
- 13.3 Impact of drivers and challenges
- Impact of drivers and challenges in 2024 and 2029
- 13.4 Market opportunities/restraints
14 Competitive Landscape
- 14.2 Competitive Landscape
- Overview on criticality of inputs and factors of differentiation
- 14.3 Landscape disruption
- Overview on factors of disruption
- 14.4 Industry risks
- Impact of key risks on business
15 Competitive Analysis
- 15.2 Company ranking index
- 15.3 Market positioning of companies
- Matrix on companies position and classification
- 15.4 Accenture PLC
- Accenture PLC - Overview
- Accenture PLC - Business segments
- Accenture PLC - Key news
- Accenture PLC - Key offerings
- Accenture PLC - Segment focus
- SWOT
- 15.5 Adobe Inc.
- Adobe Inc. - Overview
- Adobe Inc. - Business segments
- Adobe Inc. - Key news
- Adobe Inc. - Key offerings
- Adobe Inc. - Segment focus
- SWOT
- 15.6 Amazon.com Inc.
- Amazon.com Inc. - Overview
- Amazon.com Inc. - Business segments
- Amazon.com Inc. - Key news
- Amazon.com Inc. - Key offerings
- Amazon.com Inc. - Segment focus
- SWOT
- 15.7 Apple Inc.
- Apple Inc. - Overview
- Apple Inc. - Business segments
- Apple Inc. - Key news
- Apple Inc. - Key offerings
- Apple Inc. - Segment focus
- SWOT
- 15.8 BloomReach Inc.
- BloomReach Inc. - Overview
- BloomReach Inc. - Product / Service
- BloomReach Inc. - Key offerings
- SWOT
- 15.9 Blueshift Labs Inc.
- Blueshift Labs Inc. - Overview
- Blueshift Labs Inc. - Product / Service
- Blueshift Labs Inc. - Key offerings
- SWOT
- 15.10 BOUNTEOUS
- BOUNTEOUS - Overview
- BOUNTEOUS - Product / Service
- BOUNTEOUS - Key offerings
- SWOT
- 15.11 Crownpeak Technology Inc.
- Crownpeak Technology Inc. - Overview
- Crownpeak Technology Inc. - Product / Service
- Crownpeak Technology Inc. - Key offerings
- SWOT
- 15.12 Google LLC
- Google LLC - Overview
- Google LLC - Product / Service
- Google LLC - Key offerings
- SWOT
- 15.13 H2O.ai Inc.
- H2O.ai Inc. - Overview
- H2O.ai Inc. - Product / Service
- H2O.ai Inc. - Key offerings
- SWOT
- 15.14 Infinite Analytics Inc.
- Infinite Analytics Inc. - Overview
- Infinite Analytics Inc. - Product / Service
- Infinite Analytics Inc. - Key offerings
- SWOT
- 15.15 International Business Machines Corp.
- International Business Machines Corp. - Overview
- International Business Machines Corp. - Business segments
- International Business Machines Corp. - Key news
- International Business Machines Corp. - Key offerings
- International Business Machines Corp. - Segment focus
- SWOT
- 15.16 McDonald Corp.
- McDonald Corp. - Overview
- McDonald Corp. - Business segments
- McDonald Corp. - Key news
- McDonald Corp. - Key offerings
- McDonald Corp. - Segment focus
- SWOT
- 15.17 Microsoft Corp.
- Microsoft Corp. - Overview
- Microsoft Corp. - Business segments
- Microsoft Corp. - Key news
- Microsoft Corp. - Key offerings
- Microsoft Corp. - Segment focus
- SWOT
- 15.18 Salesforce Inc.
- Salesforce Inc. - Overview
- Salesforce Inc. - Product / Service
- Salesforce Inc. - Key news
- Salesforce Inc. - Key offerings
- SWOT
16 Appendix
- 16.2 Inclusions and exclusions checklist
- Inclusions checklist
- Exclusions checklist
- 16.3 Currency conversion rates for US$
- Currency conversion rates for US$
- 16.4 Research methodology
- 16.7 Validation techniques employed for market sizing
- Validation techniques employed for market sizing
- 16.9 360 degree market analysis
- 360 degree market analysis
- 16.10 List of abbreviations