Artificial Intelligence (AI)-Driven Retail Media Attribution Global Market Report 2025

Description

AI-driven retail media attribution refers to the application of artificial intelligence to monitor and evaluate how retail media campaigns influence consumer purchasing decisions. By using machine learning and data analytics, it determines which marketing touchpoints have the strongest impact on sales and conversions. This method allows for more precise assessment of campaign effectiveness and real-time optimization of marketing strategies.

The core elements of AI-driven retail media attribution are software and services. Software acts as a digital tool that applies AI and analytics to monitor, assess, and enhance marketing performance across different touchpoints. It incorporates various attribution models, such as single-touch, multi-touch, and algorithmic attribution, and can be implemented through cloud-based or on-premises systems. These solutions are used in e-commerce, physical retail, and omnichannel environments, serving retailers, brands, agencies, and other stakeholders.

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 retail and wholesale sector, particularly in sourcing, inventory management, and pricing strategies. Higher duties on imported consumer goods including electronics, apparel, furniture, and packaged foods have raised procurement costs for retailers and wholesalers, compelling many to either increase prices for end consumers or absorb losses. Small and mid-sized businesses with limited pricing power are especially vulnerable, often facing squeezed margins and reduced competitiveness. Inventory cycles are also disrupted as firms grapple with delays and uncertainty in international supply chains. Additionally, retaliatory tariffs in foreign markets have curtailed export opportunities for U.S. brands, limiting revenue growth. In response, companies are shifting toward domestic and regional suppliers, investing in supply chain resilience, and adopting data-driven demand forecasting to navigate cost volatility and maintain customer satisfaction.

The artificial intelligence (AI)-driven retail media attribution market research report is one of a series of new reports from The Business Research Company that provides artificial intelligence (AI)-driven retail media attribution market statistics, including artificial intelligence (AI)-driven retail media attribution industry global market size, regional shares, competitors with the artificial intelligence (AI)-driven retail media attribution market share, artificial intelligence (AI)-driven retail media attribution market segments, market trends, and opportunities, and any further data you may need to thrive in the artificial intelligence (AI)-driven retail media attribution industry. This artificial intelligence (AI)-driven retail media attribution 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)-driven retail media attribution market size has grown exponentially in recent years. It will grow from $1.62 billion in 2024 to $1.99 billion in 2025 at a compound annual growth rate (CAGR) of 23.0%. The growth observed during the historic period can be linked to the rising demand for customized manufacturing, the pursuit of cost-efficient production methods, the shortcomings of conventional manufacturing techniques, the increasing adoption of additive manufacturing, and the expansion of industries that require complex structures.

The artificial intelligence (AI)-driven retail media attribution market size is expected to see exponential growth in the next few years. It will grow to $4.51 billion in 2029 at a compound annual growth rate (CAGR) of 22.7%. The projected growth in the forecast period is expected to be driven by growing demand for sustainable and environmentally friendly manufacturing, expansion in construction and infrastructure projects, the need for faster prototyping and tooling, greater adoption of automation in production, and the rising requirement for on-site manufacturing capabilities. Key trends anticipated in this period include the integration of AI and machine learning for process optimization, the creation of new materials for three-dimensional (3D) printing, the broadening of 3D printing applications in aerospace and automotive sectors, the increased use of 3D printing in construction, and advancements in multi-material printing technologies.

The increasing growth of e-commerce sales is playing a significant role in driving the artificial intelligence (AI)-driven retail media attribution market. E-commerce refers to the digital buying and selling of goods and services via websites, mobile applications, and other online platforms, offering consumers the convenience of shopping without visiting physical stores. This surge in e-commerce activity is primarily fueled by the widespread availability of the internet and smartphones, giving more people easy access to digital shopping channels. AI-driven retail media attribution supports this growth by enabling businesses to track consumer behavior across different platforms, optimize marketing campaigns in real time, and offer personalized shopping experiences that improve conversion rates. For example, in May 2025, the U.S. Census Bureau reported that e-commerce sales grew by 8.5% (+-1.1%) in the first quarter of 2024 compared to the same period in 2023, while total retail sales rose by 2.8% (+-0.5%). During this time, e-commerce made up 15.6% of all retail sales. As a result, the expansion of e-commerce is contributing significantly to the growth of the AI-driven retail media attribution market.

Leading companies in the AI-driven retail media attribution sector are developing advanced solutions such as deterministic attribution models to more accurately link advertising efforts to actual sales results. These models use verified first-party data to connect customer actions directly to marketing touchpoints, giving brands a more accurate understanding of return on investment and the customer journey. For instance, in July 2025, AiOpti Media LLC, a U.S.-based company specializing in data, media, and analytics, introduced an AI-powered attribution and measurement platform. This platform combines data, media, and analytics to offer comprehensive insights into marketing performance. It includes features such as OptiRevea, which identifies under-targeted audience segments, and a Super AIdentity Graph that converts anonymous website visitors into verified identities without relying on cookies. It also enables omnichannel ad delivery across platforms such as connected TV, audio, video, display, and out-of-home media using deterministic signals. Furthermore, it supports offline attribution by utilizing real-time location and purchase data to track in-store engagement, along with customer journey analytics to refine every stage of the buying process. Built with a privacy-centric framework, the solution allows brands, agencies, and multi-location businesses to turn first-party data into actionable insights that enhance growth, customer relationships, and media return on investment.

In March 2022, Nielsen Consumer LLC, a U.S.-based consumer intelligence firm, acquired ciValue Ltd. for an undisclosed amount. Through this acquisition, NielsenIQ aimed to improve its retail media offerings by integrating ciValue's AI-based personalization and audience insight capabilities into its Connect platform. This integration allows retailers to make smarter, data-driven decisions, generate new revenue streams, boost sales, and increase customer engagement through targeted, scalable retail media strategies. ciValue Ltd., based in Israel, provides a SaaS platform that specializes in AI-powered retail media attribution and personalized marketing solutions.

Major players in the artificial intelligence (ai)-driven retail media attribution market are Walmart Inc., Amazon.com Inc., Google LLC, Microsoft Corporation, Meta Platforms Inc., Eagle Eye Solutions Group, Oracle Corporation, Salesforce Inc., Tata Consultancy Services Limited, Adobe Inc., Omnicom Media Group, Dentsu Group Inc., NielsenIQ Holdings LLC, Epsilon Data Management LLC, The Trade Desk Inc., Criteo SA, Zeta Global Holdings Corp., LiveRamp Holdings Inc., Tinuiti Inc., Skai Holdings Inc., and Measured Inc.

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

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

The artificial intelligence (AI)-driven retail media attribution market consists of revenues earned by entities by providing services such as attribution modeling, marketing analytics and insights, campaign performance measurement, and reporting and visualization services. 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)-Driven Retail Media Attribution 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)-driven retail media attribution 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)-driven retail media attribution ? 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)-driven retail media attribution 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 Attribution Model: Single-Touch Attribution; Multi-Touch Attribution; Algorithmic Attribution
3) By Deployment Mode: Cloud; On-Premises
4) By Application: E-Commerce; Brick-And-Mortar Retail; Omnichannel Retail
5) By End-User: Retailers; Brands; Agencies; Other End-Users
Subsegments:
1) By Software: Attribution Platforms; Analytics And Reporting Tools; Data Management Platforms; Artificial Intelligence And Machine Learning Models; Application Programming Interface Integration Tools
2) By Services: Implementation And Integration Services; Consulting Services; Managed Services; Support And Maintenance; Training And Education Services
Companies Mentioned: Walmart Inc.; Amazon.com Inc.; Google LLC; Microsoft Corporation; Meta Platforms Inc.; Eagle Eye Solutions Group; Oracle Corporation; Salesforce Inc.; Tata Consultancy Services Limited; Adobe Inc.; Omnicom Media Group; Dentsu Group Inc.; NielsenIQ Holdings LLC; Epsilon Data Management LLC; The Trade Desk Inc.; Criteo SA; Zeta Global Holdings Corp.; LiveRamp Holdings Inc.; Tinuiti Inc.; Skai Holdings Inc.; Measured Inc.
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.

Product Code: r37950

1. Executive Summary

2. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Characteristics

3. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Trends And Strategies

4. Artificial Intelligence (AI)-Driven Retail Media Attribution 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)-Driven Retail Media Attribution Growth Analysis And Strategic Analysis Framework

5.1. Global Artificial Intelligence (AI)-Driven Retail Media Attribution 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)-Driven Retail Media Attribution Market Growth Rate Analysis
5.4. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Historic Market Size and Growth, 2019 - 2024, Value ($ Billion)
5.5. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Forecast Market Size and Growth, 2024 - 2029, 2034F, Value ($ Billion)
5.6. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Total Addressable Market (TAM)

6. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Segmentation

6.1. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Software
Services
6.2. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Single-Touch Attribution
Multi-Touch Attribution
Algorithmic Attribution
6.3. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Cloud
On-Premises
6.4. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Application, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
E-Commerce
Brick-And-Mortar Retail
Omnichannel Retail
6.5. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By End-User, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Retailers
Brands
Agencies
Other End-Users
6.6. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Attribution Platforms
Analytics And Reporting Tools
Data Management Platforms
Artificial Intelligence (AI) And Machine Learning Models
Application Programming Interface (API) Integration Tools
6.7. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Sub-Segmentation Of Services, By Type, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
Implementation And Integration Services
Consulting Services
Managed Services
Support And Maintenance
Training And Education Services

7. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Regional And Country Analysis

7.1. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Split By Region, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
7.2. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Split By Country, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

8. Asia-Pacific Artificial Intelligence (AI)-Driven Retail Media Attribution Market

8.1. Asia-Pacific Artificial Intelligence (AI)-Driven Retail Media Attribution 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)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.3. Asia-Pacific Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
8.4. Asia-Pacific Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

9. China Artificial Intelligence (AI)-Driven Retail Media Attribution Market

9.1. China Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
9.2. China Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.3. China Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion
9.4. China Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F,$ Billion

10. India Artificial Intelligence (AI)-Driven Retail Media Attribution Market

10.1. India Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.2. India Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
10.3. India Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

11. Japan Artificial Intelligence (AI)-Driven Retail Media Attribution Market

11.1. Japan Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
11.2. Japan Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.3. Japan Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
11.4. Japan Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

12. Australia Artificial Intelligence (AI)-Driven Retail Media Attribution Market

12.1. Australia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.2. Australia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
12.3. Australia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

13. Indonesia Artificial Intelligence (AI)-Driven Retail Media Attribution Market

13.1. Indonesia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.2. Indonesia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
13.3. Indonesia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

14. South Korea Artificial Intelligence (AI)-Driven Retail Media Attribution Market

14.1. South Korea Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
14.2. South Korea Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.3. South Korea Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
14.4. South Korea Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

15. Western Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market

15.1. Western Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
15.2. Western Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.3. Western Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
15.4. Western Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

16. UK Artificial Intelligence (AI)-Driven Retail Media Attribution Market

16.1. UK Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.2. UK Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
16.3. UK Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

17. Germany Artificial Intelligence (AI)-Driven Retail Media Attribution Market

17.1. Germany Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.2. Germany Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
17.3. Germany Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

18. France Artificial Intelligence (AI)-Driven Retail Media Attribution Market

18.1. France Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.2. France Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
18.3. France Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

19. Italy Artificial Intelligence (AI)-Driven Retail Media Attribution Market

19.1. Italy Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.2. Italy Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
19.3. Italy Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

20. Spain Artificial Intelligence (AI)-Driven Retail Media Attribution Market

20.1. Spain Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.2. Spain Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
20.3. Spain Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

21. Eastern Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market

21.1. Eastern Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
21.2. Eastern Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.3. Eastern Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
21.4. Eastern Europe Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

22. Russia Artificial Intelligence (AI)-Driven Retail Media Attribution Market

22.1. Russia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.2. Russia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
22.3. Russia Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

23. North America Artificial Intelligence (AI)-Driven Retail Media Attribution Market

23.1. North America Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
23.2. North America Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.3. North America Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
23.4. North America Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

24. USA Artificial Intelligence (AI)-Driven Retail Media Attribution Market

24.1. USA Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
24.2. USA Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.3. USA Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
24.4. USA Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

25. Canada Artificial Intelligence (AI)-Driven Retail Media Attribution Market

25.1. Canada Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
25.2. Canada Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.3. Canada Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
25.4. Canada Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

26. South America Artificial Intelligence (AI)-Driven Retail Media Attribution Market

26.1. South America Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
26.2. South America Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.3. South America Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
26.4. South America Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

27. Brazil Artificial Intelligence (AI)-Driven Retail Media Attribution Market

27.1. Brazil Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.2. Brazil Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
27.3. Brazil Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

28. Middle East Artificial Intelligence (AI)-Driven Retail Media Attribution Market

28.1. Middle East Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
28.2. Middle East Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.3. Middle East Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
28.4. Middle East Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

29. Africa Artificial Intelligence (AI)-Driven Retail Media Attribution Market

29.1. Africa Artificial Intelligence (AI)-Driven Retail Media Attribution Market Overview
29.2. Africa Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Component, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.3. Africa Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Attribution Model, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion
29.4. Africa Artificial Intelligence (AI)-Driven Retail Media Attribution Market, Segmentation By Deployment Mode, Historic and Forecast, 2019-2024, 2024-2029F, 2034F, $ Billion

30. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Competitive Landscape And Company Profiles

30.1. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Competitive Landscape
30.2. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Company Profiles
- 30.2.1. Walmart Inc. Overview, Products and Services, Strategy and Financial Analysis
- 30.2.2. Amazon.com Inc. Overview, Products and Services, Strategy and Financial Analysis
- 30.2.3. Google LLC Overview, Products and Services, Strategy and Financial Analysis
- 30.2.4. Microsoft Corporation Overview, Products and Services, Strategy and Financial Analysis
- 30.2.5. Meta Platforms Inc. Overview, Products and Services, Strategy and Financial Analysis

31. Artificial Intelligence (AI)-Driven Retail Media Attribution Market Other Major And Innovative Companies

31.1. Eagle Eye Solutions Group
31.2. Oracle Corporation
31.3. Salesforce Inc.
31.4. Tata Consultancy Services Limited
31.5. Adobe Inc.
31.6. Omnicom Media Group
31.7. Dentsu Group Inc.
31.8. NielsenIQ Holdings LLC
31.9. Epsilon Data Management LLC
31.10. The Trade Desk Inc.
31.11. Criteo SA
31.12. Zeta Global Holdings Corp.
31.13. LiveRamp Holdings Inc.
31.14. Tinuiti Inc.
31.15. Skai Holdings Inc.

32. Global Artificial Intelligence (AI)-Driven Retail Media Attribution Market Competitive Benchmarking And Dashboard

33. Key Mergers And Acquisitions In The Artificial Intelligence (AI)-Driven Retail Media Attribution Market

34. Recent Developments In The Artificial Intelligence (AI)-Driven Retail Media Attribution Market

35. Artificial Intelligence (AI)-Driven Retail Media Attribution Market High Potential Countries, Segments and Strategies

35.1 Artificial Intelligence (AI)-Driven Retail Media Attribution Market In 2029 - Countries Offering Most New Opportunities
35.2 Artificial Intelligence (AI)-Driven Retail Media Attribution Market In 2029 - Segments Offering Most New Opportunities
35.3 Artificial Intelligence (AI)-Driven Retail Media Attribution 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