Audience Measurement Systems Market Outlook

The global audience measurement systems market size was valued at approximately USD 2.8 billion in 2023 and is expected to reach USD 5.7 billion by 2032, growing at a compound annual growth rate (CAGR) of 8.1% during the forecast period. This growth is driven by the increasing need for precise data analytics and insights in the media and entertainment industry, which are essential for making informed decisions and targeting audiences effectively.

One of the primary growth factors for the audience measurement systems market is the exponential rise in digital media consumption. As more consumers shift towards digital platforms for entertainment and information, there is a growing need for advanced measurement tools that can accurately capture audience behavior across various devices and channels. This transition from traditional to digital media necessitates more sophisticated and real-time analytics solutions, thus fostering market growth. Additionally, the increasing penetration of smartphones and high-speed internet has augmented the consumption of digital content, further propelling the demand for audience measurement systems.

Another significant growth driver is the burgeoning advertising industry, which relies heavily on accurate audience measurement to optimize ad placements and enhance ROI. Advertisers and media agencies need detailed insights into audience demographics, preferences, and engagement levels to tailor their campaigns effectively. This requires robust audience measurement systems that can provide granular data and actionable insights, thus boosting their adoption. Moreover, the growing trend of personalized advertising, driven by advancements in data analytics and artificial intelligence, is also contributing to the market expansion.

The increase in regulatory requirements regarding transparency and accountability in media ratings is also stimulating market growth. Governments and regulatory bodies across various regions are mandating the use of reliable and transparent measurement systems to ensure fair competition and accuracy in audience ratings. This regulatory push is compelling media companies to adopt advanced measurement solutions that comply with industry standards, thereby driving the market. Furthermore, the integration of advanced technologies such as AI, machine learning, and big data analytics in audience measurement systems is enhancing their capabilities, making them more reliable and efficient.

From a regional perspective, North America holds a dominant position in the audience measurement systems market, primarily due to the presence of major media companies and advanced technological infrastructure. The region's early adoption of digital technologies and high expenditure on advertising are significant factors contributing to its market leadership. However, the Asia Pacific region is expected to witness the highest growth rate during the forecast period, driven by the rapid digitization of media and increasing internet penetration. The growing middle-class population and rising disposable income in countries like China and India are also augmenting the demand for media content, thereby boosting the need for audience measurement systems.

Component Analysis

In the audience measurement systems market, the component segment is divided into software, hardware, and services. The software segment holds the largest market share, driven by the increasing demand for advanced analytics tools and platforms that can provide real-time insights into audience behavior. These software solutions are designed to handle large volumes of data, offering features like data visualization, predictive analytics, and automated reporting. The integration of AI and machine learning in these software solutions further enhances their capabilities, allowing for more accurate and sophisticated audience measurement.

The hardware segment, although smaller in comparison to software, is also experiencing steady growth. This includes devices and sensors used for audience data collection, such as set-top boxes, smart TVs, and mobile devices. The proliferation of connected devices and advancements in IoT technology are driving the demand for hardware components in audience measurement systems. These devices provide valuable data on audience interactions and behavior, which can be analyzed to gain deeper insights into consumer preferences and engagement levels.

The services segment encompasses a range of offerings, including consulting, implementation, and maintenance services.

QuoteWay Canada provides extensive Demographic Data, ideal for businesses seeking detailed audience targeting. Our Demographic Data encompasses approximately 1.3M records, specifically collected for life insurance purposes and currently resting for about 3 months without contact. This Demographic Data includes age, gender, address, and identity data, ensuring a comprehensive view of the Canadian audience.

Use Cases of Demographic Data: - Targeted Marketing Campaigns: Utilize our Demographic Data to launch highly targeted marketing campaigns with precise audience segmentation. - Customer Profiling: Create detailed customer profiles using our rich Demographic Data. - Market Research: Conduct thorough market research with reliable Demographic Data for accurate consumer insights. - Product Development: Use Demographic Data to inform product development based on the characteristics and identity of your target audience. - Geographic Analysis: Perform geographic analysis with 96% valid postal codes from our Demographic Data. - Email Campaigns: Boost email marketing success rates with 98% valid emails from our Demographic Data. - Telemarketing: Improve telemarketing outcomes using 70% valid phone numbers in our Demographic Data.

Key Benefits of Demographic Data: - High Accuracy: Our Demographic Data is verified with 96% valid postal codes, 98% valid emails, and 70% valid phone numbers. - Comprehensive Dataset: Access a large dataset of approximately 1.3M records, including detailed demographic information and identity data. - Fresh Data: The Demographic Data has been resting for about 3 months, ensuring it is not overused. - Versatile Use: Suitable for various applications such as marketing, research, advertising and product development. - Compliance Ready: Our Demographic Data is ready to use under QuoteWay Canada Inc., ensuring compliance and ease of use. - Life Insurance Focused: The data was initially collected for life insurance purposes, providing a unique consumer segment. - Reliable Source: QuoteWay's commitment to quality ensures that our Demographic Data is reliable and effective, using our Advertising Data.

By leveraging QuoteWay Canada's Demographic and Identity Data, businesses can achieve greater accuracy and success in their consumer outreach efforts. The comprehensive and verified nature of our Demographic Data makes it an invaluable resource for any organization looking to enhance its audience targeting strategies.

The Audience Intelligence Platform market is experiencing robust growth, driven by the increasing need for brands to understand and engage with their target audiences effectively. This sophisticated technology goes beyond basic demographics, providing deep insights into consumer behavior, preferences, and online interactions. The market, valued at approximately $5 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033. This growth is fueled by several key factors. Firstly, the proliferation of digital channels and the explosion of data available online create a compelling need for robust analytical tools capable of extracting meaningful information from complex datasets. Secondly, the rise of personalized marketing strategies necessitates a precise understanding of individual customer profiles, enhancing campaign effectiveness and return on investment (ROI). Finally, the increasing adoption of artificial intelligence (AI) and machine learning (ML) within the platforms is further improving the accuracy and speed of audience analysis, enabling businesses to respond to market changes in real-time. This rapid expansion is attracting significant investment and innovation within the market. While established players like Brandwatch and Audiense maintain strong market positions, several smaller, agile companies are challenging the status quo through unique offerings and specialized functionalities. Challenges remain, however. Data privacy concerns and regulations like GDPR continue to shape the landscape, demanding platforms to prioritize responsible data handling practices. Furthermore, the complexity of some solutions and the ongoing need for skilled professionals to interpret the data generated pose barriers to broader adoption, particularly for smaller businesses. Nevertheless, the overarching trend remains positive, indicating a substantial and sustained market opportunity for innovative and user-friendly Audience Intelligence Platforms in the coming years.

As of April 2024, it was found that men between the ages of 25 and 34 years made up Facebook largest audience, accounting for 18.4 percent of global users. Additionally, Facebook's second largest audience base could be found with men aged 18 to 24 years. Facebook connects the world Founded in 2004 and going public in 2012, Facebook is one of the biggest internet companies in the world with influence that goes beyond social media. It is widely considered as one of the Big Four tech companies, along with Google, Apple, and Amazon (all together known under the acronym GAFA). Facebook is the most popular social network worldwide and the company also owns three other billion-user properties: mobile messaging apps WhatsApp and Facebook Messenger, as well as photo-sharing app Instagram. Facebook usersThe vast majority of Facebook users connect to the social network via mobile devices. This is unsurprising, as Facebook has many users in mobile-first online markets. Currently, India ranks first in terms of Facebook audience size with 378 million users. The United States, Brazil, and Indonesia also all have more than 100 million Facebook users each.

Demographics Analysis with Consumer Edge Credit & Debit Card Transaction Data

Consumer Edge is a leader in alternative consumer data for public and private investors and corporate clients. CE Transact Signal is an aggregated transaction feed that includes consumer transaction data on 100M+ credit and debit cards, including 14M+ active monthly users. Capturing online, offline, and 3rd-party consumer spending on public and private companies, data covers 12K+ merchants and deep demographic and geographic breakouts. Track detailed consumer behavior patterns, including retention, purchase frequency, and cross shop in addition to total spend, transactions, and dollars per transaction.

Consumer Edge’s consumer transaction datasets offer insights into industries across consumer and discretionary spend such as: • Apparel, Accessories, & Footwear • Automotive • Beauty • Commercial – Hardlines • Convenience / Drug / Diet • Department Stores • Discount / Club • Education • Electronics / Software • Financial Services • Full-Service Restaurants • Grocery • Ground Transportation • Health Products & Services • Home & Garden • Insurance • Leisure & Recreation • Limited-Service Restaurants • Luxury • Miscellaneous Services • Online Retail – Broadlines • Other Specialty Retail • Pet Products & Services • Sporting Goods, Hobby, Toy & Game • Telecom & Media • Travel

This data sample illustrates how Consumer Edge data can be used to compare demographics breakdown (age and income excluded in this free sample view) for one company vs. a competitor for a set period of time (Ex: How do demographics like wealth, ethnicity, children in the household, homeowner status, and political affiliation differ for Walmart vs. Target shopper?).

Inquire about a CE subscription to perform more complex, near real-time demographics analysis functions on public tickers and private brands like: • Analyze a demographic, like age or income, within a state for a company in 2023 • Compare all of a company’s demographics to all of that company’s competitors through most recent history

Consumer Edge offers a variety of datasets covering the US and Europe (UK, Austria, France, Germany, Italy, Spain), with subscription options serving a wide range of business needs.

Use Case: Demographics Analysis

Problem A global retailer wants to understand company performance by age group.

Solution Consumer Edge transaction data can be used to analyze shopper transactions by age group to understand: • Overall sales growth by age group over time • Percentage sales growth by age group over time • Sales by age group vs. competitors

Impact Marketing and Consumer Insights were able to: • Develop weekly reporting KPI's on key demographic drivers of growth for company-wide reporting • Reduce investment in underperforming age groups, both online and offline • Determine retention by age group to refine campaign strategy • Understand how different age groups are performing compared to key competitors

Corporate researchers and consumer insights teams use CE Vision for:

Corporate Strategy Use Cases • Ecommerce vs. brick & mortar trends • Real estate opportunities • Economic spending shifts

Marketing & Consumer Insights • Total addressable market view • Competitive threats & opportunities • Cross-shopping trends for new partnerships • Demo and geo growth drivers • Customer loyalty & retention

Investor Relations • Shareholder perspective on brand vs. competition • Real-time market intelligence • M&A opportunities

Most popular use cases for private equity and venture capital firms include: • Deal Sourcing • Live Diligences • Portfolio Monitoring

Public and private investors can leverage insights from CE’s synthetic data to assess investment opportunities, while consumer insights, marketing, and retailers can gain visibility into transaction data’s potential for competitive analysis, understanding shopper behavior, and capturing market intelligence.

Most popular use cases among public and private investors include: • Track Key KPIs to Company-Reported Figures • Understanding TAM for Focus Industries • Competitive Analysis • Evaluating Public, Private, and Soon-to-be-Public Companies • Ability to Explore Geographic & Regional Differences • Cross-Shop & Loyalty • Drill Down to SKU Level & Full Purchase Details • Customer lifetime value • Earnings predictions • Uncovering macroeconomic trends • Analyzing market share • Performance benchmarking • Understanding share of wallet • Seeing subscription trends

Fields Include: • Day • Merchant • Subindustry • Industry • Spend • Transactions • Spend per Transaction (derivable) • Cardholder State • Cardholder CBSA • Cardholder CSA • Age • Income • Wealth • Ethnicity • Political Affiliation • Children in Household • Adults in Household • Homeowner vs. Renter • Business Owner • Retention by First-Shopped Period ...

As of April 2024, Bahrain was the country with the highest Instagram audience reach with 95.6 percent. Kazakhstan also had a high Instagram audience penetration rate, with 90.8 percent of the population using the social network. In the United Arab Emirates, Turkey, and Brunei, the photo-sharing platform was used by more than 85 percent of each country's population.

The Influencer Marketing market is experiencing robust growth, projected to reach $13.80 billion in 2025 and exhibiting a Compound Annual Growth Rate (CAGR) of 31.95% from 2025 to 2033. This expansion is fueled by several key drivers. The increasing adoption of social media and the rising preference for authentic brand endorsements by consumers are major contributors. Businesses are increasingly recognizing the effectiveness of influencer marketing in reaching targeted audiences, building brand awareness, and driving sales, particularly amongst younger demographics. Further driving growth is the evolution of influencer marketing platforms and analytics tools that provide greater transparency and measurability of campaign performance, allowing for more sophisticated strategies and ROI assessment. The diverse range of influencer types, from micro-influencers to mega-influencers, allows for customized campaigns reaching various market segments. Key segments include software and service components, targeting both Small and Medium Enterprises (SMEs) and Large Enterprises across diverse applications like campaign management, search and discovery, analytics, product seeding, and others. Retail and e-commerce, fashion and lifestyle, travel and hospitality, and food and beverage industries are leading end-user sectors. Geographic distribution shows a strong presence across North America, Europe, and Asia, with the United States, China, and the UK representing significant market shares. However, the market's growth potential is extensive, with emerging markets in Asia and Latin America expected to contribute significantly to the overall expansion in the coming years. While challenges exist, such as influencer fraud and maintaining authenticity, the industry is proactively addressing these concerns through improved verification methods and increased transparency. The continued advancement of technology, the expanding reach of social media platforms, and the evolving consumer behavior suggest that the influencer marketing market will maintain its high growth trajectory throughout the forecast period, creating significant opportunities for market participants. Recent developments include: August 2024: The Tourism Authority of Thailand (TAT) has unveiled its new influencer marketing platform, 'TAT Connex', marking a significant step in its digital transformation strategy for promoting and developing tourism. 'TAT Connex' invites a diverse range of participants, including local and international Key Opinion Leaders (KOLs), influencers, bloggers, media personalities, and celebrities. They can connect with ten distinct categories of tourism-related businesses. These categories encompass dining establishments, hotels and homestays, transportation services, recreational activities and attractions, travel agencies, health and beauty services, shopping centers, entertainment venues, and souvenir shops.July 2024: Collective Artists Network, a new media entity focused on pop culture, is venturing into AI by acquiring Galleri5. Galleri5 is an AI-driven platform specializing in influencer marketing analytics and content management, catering to brands and influencers. Its offerings encompass AI-generated visual content, creator intelligence, campaign oversight, and trend prediction. By acquiring Galleri5, the firm is making a significant stride in weaving deep tech and AI into the fabric, bolstering its capacity to deliver state-of-the-art solutions to talents, content platforms, and brands.July 2024: Publicis Groupe has agreed to acquire Influential, the leading global influencer marketing platform. Influential specializes in authentically linking brands to their audiences through creating, deploying, and optimizing digital campaigns driven by creators. As the world's largest influencer marketing firm by revenue, Influential boasts a proprietary AI-driven technology platform that analyzes over 100 billion data points. Its expansive network includes over 3.5 million creators, granting access to data on 90% of global influencers with over 1 million followers. Currently, Influential provides its services to more than 300 brands worldwide.June 2024: Qoruz, an influencer marketing platform based in India, has partnered with Dabur, a brand celebrated for its natural and Ayurvedic products. This collaboration enhances Dabur's influencer marketing strategy, fostering more authentic and impactful connections with its audience. Leveraging Qoruz's sophisticated analytics and influencer management tools, Dabur aims to pinpoint influencers that resonate with the brand's fundamental values. Through Qoruz’s platform, Dabur gains data-driven insights into influencer performance and audience engagement, enabling them to craft campaigns that effectively resonate with their target demographic.. Key drivers for this market are: Firms Increasing Necessity to Utilize Influencer Marketing Platforms for Enhanced Consumer Engagement, Increasing Penetration of Social Media Platforms. Potential restraints include: Firms Increasing Necessity to Utilize Influencer Marketing Platforms for Enhanced Consumer Engagement, Increasing Penetration of Social Media Platforms. Notable trends are: Fashion and Lifestyle is Expected to Hold Significant Share.

Here are a few use cases for this project:

1. Demographic Analysis in Retail: The "age&gender" computer vision model could be used in stores or shopping malls to analyze customer demographics. It will help in identifying the age and gender groups of shoppers, enabling store managers to customize marketing strategies, store layouts, or product placement according to different groups' preferences.

2. Audience Measurement in Media and Advertising: TV channels, billboard owners, or digital marketers could use this model to determine who their primary audience is, by identifying the age group and gender of viewers or passers-by. This data will allow them to tailor their content and advertising to attract and retain their target audience effectively.

3. Social Research and Urban Planning: Researchers could deploy this model in public areas to gather demographic data which could inform a range of policies from social services provision to creating more inclusive urban spaces. It can also be used to gain insights into population movements and density in cities.

4. Interactive Installations: In museums, expos, and other public installations, the age&gender model could be used to tailor the information or experience to the visitor automatically, based on their detected age group and gender, resulting in a more personalized encounter.

5. Healthcare and Well-being: For applications where users are comfortable sharing this data, gym clubs or wellness centers could use this model to provide personalized training routines or wellness plans according to the detected age and gender groups. This could help to improve the effectiveness of the user's workouts or wellness regimes.

A global database of Direct Marketing Data that provides an understanding of population distribution at administrative and zip code levels over 55 years, past, present, and future. Leverage up-to-date audience targeting population trends for market research, audience targeting, and sales territory mapping.

Self-hosted marketing population dataset curated based on trusted sources such as the United Nations or the European Commission, with a 99% match accuracy. The Demographic Data is standardized, unified, and ready to use.

Use cases for the Global Consumer Behavior Database (Direct Marketing Data)

• Ad targeting

• B2B Market Intelligence

• Customer analytics

• Audience targeting

• Marketing campaign analysis

• Demand forecasting

• Sales territory mapping

• Retail site selection

• Reporting

• Audience targeting

Demographic data export methodology

Our population data packages are offered in CSV format. All geospatial data are optimized for seamless integration with popular systems like Esri ArcGIS, Snowflake, QGIS, and more.

Product Features

• Historical population data (55 years)

• Changes in population density

• Urbanization Patterns

• Accurate at zip code and administrative level

• Optimized for easy integration

• Easy customization

• Global coverage

• Updated yearly

• Standardized and reliable

• Self-hosted delivery

• Fully aggregated (ready to use)

• Rich attributes

Why do companies choose our Consumer databases

• Standardized and unified demographic data structure

• Seamless integration in your system

• Dedicated location data expert

Note: Custom population data packages are available. Please submit a request via the above contact button for more details.

Pandemics such as Covid-19 pose tremendous public health communication challenges in promoting protective behaviours, vaccination, and educating the public about risks. Segmenting audiences based on attitudes and behaviours is a means to increase the precision and potential effectiveness of such communication. The present study reports on such an audience segmentation effort for the population of England, sponsored by the United Kingdom Health Security Agency (UKHSA) and involving a collaboration of market research and academic experts. A cross-sectional online survey was conducted between 4 and 24 January 2022 with 5525 respondents (5178 used in our analyses) in England using market research opt-in panel. An additional 105 telephone interviews were conducted to sample persons without online or smartphone access. Respondents were quota sampled to be demographically representative. The primary analytic technique was k means cluster analysis, supplemented with other techniques including multi-dimensional scaling and use of respondent ‐ as well as sample-standardized data when necessary to address differences in response set for some groups of respondents. Identified segments were profiled against demographic, behavioural self-report, attitudinal, and communication channel variables, with differences by segment tested for statistical significance. Seven segments were identified, including distinctly different groups of persons who tended toward a high level of compliance and several that were relatively low in compliance. The segments were characterized by distinctive patterns of demographics, attitudes, behaviours, trust in information sources, and communication channels preferred. Segments were further validated by comparing the segmentation variable versus a set of demographic variables as predictors of reported protective behaviours in the past two weeks and of vaccine refusal; the demographics together had about one-quarter the effect size of the single seven-level segment variable. With respect to managerial implications, different communication strategies for each segment are suggested for each segment, illustrating advantages of rich segmentation descriptions for understanding public health communication audiences. Strengths and weaknesses of the methods used are discussed, to help guide future efforts.

With extensive coverage nationally and across various languages, our B2C Language Demographic Data provides valuable insights for sales, marketing, and research purposes. Whether you're seeking to expand your client base, enhance lead generation efforts, or conduct market analysis, our dataset empowers you to make informed decisions and drive business growth.

Our B2C Language Demographic Data covers a wide range of languages including but not limited to Chinese, Arabic, Hindi, French, German, Vietnamese and more. By leveraging our dataset, you can identify potential prospects, explore new market opportunities, and stay ahead of the competition. Whether you're a startup looking to establish your presence, a seasoned enterprise aiming to expand your market share or a researcher, our B2C Language Demographic Data offers valuable insights.

Uses

The use cases of our B2C Language Demographic Data are diverse and versatile. From targeted marketing campaigns (e.g., billboard, location-based), to market segmentation and cohort analysis, our dataset serves as a valuable asset for various business and research functions. Whether you're targeting influencers, or specific industry verticals, our B2C Language Demographic Data provides the foundation for effective communication and engagement.

Key benefits of our B2C Language Demographic Data include:

• Enhanced Lead Generation: Identify locations of high-potential prospects
• Improved Targeting: Tailor your marketing efforts based on detailed location- based insights on your target cohort. Our rich set of contact points enable business to direct energies to precisely where they create the most impact.
• Increased ROI: Maximize the efficiency of your marketing campaigns by focusing on the most promising opportunities.
• Data Accuracy: Ensure the reliability and validity of your data with our regularly updated and verified dataset.
• Competitive Advantage: Stay ahead of the competition by accessing comprehensive market intelligence and strategic insights.
• Scalability: Our dataset grows with your business, providing scalability and flexibility to meet evolving needs.
• Compliance: Our B2C Language Demographic Data complies with relevant data privacy regulations

Why businesses partner with us:

Operating for over ten years, innovation is our north star, driving value, fostering collaborative grown and compounding returns for our partners.
Our data is compliant and responsibly collected. We are easy to work with.
We offer products that are cost effective and good value. We work to make an impact for our customers. Talk to us about the solutions you are after

Key Tags:

Data Enrichment, B2C Sales, Analytics, People Data, B2C, Customer Data, Prospect Data, Audience Generation, B2C Data Enrichment, Business Intelligence, AI / ML, Market Intelligence, Segmentation, Audience Targeting, Audience Intelligence, B2C Advertising, List Validation, Data Cleansing, Competitive Intelligence, Demographic Data, B2C Data, Lead Information, Data Append, Data Augmentation, Data Cleansing, Data Enhancement, Data Intelligence, Data Science, Due Diligence, Marketing Data Enrichment, Master Data Enrichment, People-Based Marketing, Predictive Analytics, Prospecting, Sales Intelligence, Sales Prospecting

According to a survey from March 2023 among U.S. Taylor Swift fans, also called 'Swifties', the largest share of Swift fans were white, namely ** percent. Another ** percent were Black while only **** percent were Asian. In 2023, Swift announced her first tour in years, called 'Era', which already caused chaos when her significant fan base tried to purchase tickets for the long anticipated concerts.

TagX Web Browsing Clickstream Data: Unveiling Digital Behavior Across North America and EU Unique Insights into Online User Behavior TagX Web Browsing clickstream Data offers an unparalleled window into the digital lives of 1 million users across North America and the European Union. This comprehensive dataset stands out in the market due to its breadth, depth, and stringent compliance with data protection regulations. What Makes Our Data Unique?

Extensive Geographic Coverage: Spanning two major markets, our data provides a holistic view of web browsing patterns in developed economies. Large User Base: With 300K active users, our dataset offers statistically significant insights across various demographics and user segments. GDPR and CCPA Compliance: We prioritize user privacy and data protection, ensuring that our data collection and processing methods adhere to the strictest regulatory standards. Real-time Updates: Our clickstream data is continuously refreshed, providing up-to-the-minute insights into evolving online trends and user behaviors. Granular Data Points: We capture a wide array of metrics, including time spent on websites, click patterns, search queries, and user journey flows.

Data Sourcing: Ethical and Transparent Our web browsing clickstream data is sourced through a network of partnered websites and applications. Users explicitly opt-in to data collection, ensuring transparency and consent. We employ advanced anonymization techniques to protect individual privacy while maintaining the integrity and value of the aggregated data. Key aspects of our data sourcing process include:

Voluntary user participation through clear opt-in mechanisms Regular audits of data collection methods to ensure ongoing compliance Collaboration with privacy experts to implement best practices in data anonymization Continuous monitoring of regulatory landscapes to adapt our processes as needed

Primary Use Cases and Verticals TagX Web Browsing clickstream Data serves a multitude of industries and use cases, including but not limited to:

Digital Marketing and Advertising:

Audience segmentation and targeting Campaign performance optimization Competitor analysis and benchmarking

E-commerce and Retail:

Customer journey mapping Product recommendation enhancements Cart abandonment analysis

Media and Entertainment:

Content consumption trends Audience engagement metrics Cross-platform user behavior analysis

Financial Services:

Risk assessment based on online behavior Fraud detection through anomaly identification Investment trend analysis

Technology and Software:

User experience optimization Feature adoption tracking Competitive intelligence

Market Research and Consulting:

Consumer behavior studies Industry trend analysis Digital transformation strategies

Integration with Broader Data Offering TagX Web Browsing clickstream Data is a cornerstone of our comprehensive digital intelligence suite. It seamlessly integrates with our other data products to provide a 360-degree view of online user behavior:

Social Media Engagement Data: Combine clickstream insights with social media interactions for a holistic understanding of digital footprints. Mobile App Usage Data: Cross-reference web browsing patterns with mobile app usage to map the complete digital journey. Purchase Intent Signals: Enrich clickstream data with purchase intent indicators to power predictive analytics and targeted marketing efforts. Demographic Overlays: Enhance web browsing data with demographic information for more precise audience segmentation and targeting.

By leveraging these complementary datasets, businesses can unlock deeper insights and drive more impactful strategies across their digital initiatives. Data Quality and Scale We pride ourselves on delivering high-quality, reliable data at scale:

Rigorous Data Cleaning: Advanced algorithms filter out bot traffic, VPNs, and other non-human interactions. Regular Quality Checks: Our data science team conducts ongoing audits to ensure data accuracy and consistency. Scalable Infrastructure: Our robust data processing pipeline can handle billions of daily events, ensuring comprehensive coverage. Historical Data Availability: Access up to 24 months of historical data for trend analysis and longitudinal studies. Customizable Data Feeds: Tailor the data delivery to your specific needs, from raw clickstream events to aggregated insights.

Empowering Data-Driven Decision Making In today's digital-first world, understanding online user behavior is crucial for businesses across all sectors. TagX Web Browsing clickstream Data empowers organizations to make informed decisions, optimize their digital strategies, and stay ahead of the competition. Whether you're a marketer looking to refine your targeting, a product manager seeking to enhance user experience, or a researcher exploring digital trends, our cli...

The data presented in this data project were collected in the context of the research project “AI TRACE - Synaesthetic Engagement of Artificial Intelligence with Digital Arts and its Audience”. The research project was supported by the Hellenic Foundation for Research and Innovation (H.F.R.I.)under the “2nd Call for H.F.R.I. Research Projects to support Post-Doctoral Researchers” (Project Number: 782). AI TRACE aimed at developing an ethically compliant behavioural analysis and visualization tool in the form of a metalanguage that can be used in the museum sector to track, analyse and present data collected from exhibition visitors in the form of a personalized 3D digital object. AI TRACE showcases Artificial Intelligence subsystems. The data presented in this data project were collected during the Preparatory Activity event that took place in October 2021 during the 17th edition of the Athens Digital Arts Festival (ADAF). The research activity was hosted at the new premises of the Museum of Modern Greek Culture, at a specially designed exhibition space. The purpose of this activity was to collect data for methodological testing and for feeding the AI subsystem. The data files derived from the research activities and provided here are:

1. Data that was gathered from a pre-visit questionnaire which was completed by 231 survey participants. The questionnaire explores visitors' motivations for visiting and preferences of a digital arts exhibition, their relationship with digital arts, their mood and attitude before the visit, and certain demographic characteristics. For the purpose of the research, visitors of the Athens Digital Arts Festival who voluntarily participated in the survey were approached. The dataset can be used to analyse various characteristics of museum visitors, such as their motivation to visit, their interests and their relationship with art, in relation to their personal characteristics (gender, age, status).
2. Timing-and-tracking (T&T) data -more specifically time spent in each exhibit and trajectory- which were extracted from video recordings in the exhibition space. Regular festival visitors were recruited at the entrance of the exhibition area by the research assistants. Participants (N=273) were asked to sign an informed consent form before filling the online anonymous questionnaire and entering the exhibition space. A custom-made software was used to blur their faces during video recording for data anonymization purposes. The tracking data were extracted via BORIS (Behavioral Observation Research Interactive Software), an open-source event logging software for video/audio coding and live observations that is developed by the University of Torino. The datasets can be used to analyse visitors’ behavior in relation to demographic characteristics, their motivations, interests and relation to arts, as well as their pre-visit mood and attitudes.
3. The data file containing both questionnaire data and timing-and-tracking (T&T) data for a subset of the sample (N=223). This data can be used in combination to analyse the behaviour of museum visitors in relation to their demographic characteristics, motivations for visiting, their preferences and their relationship with digital arts, as well as in relation to their mood and attitude before the visit.

Health and Fitness App Market size valued at USD 9.85 Bn in 2024 & predicted to grow at USD 50.90 Bn by 2034 at 20.02% CAGR from 2025 - 2034

Demographics (N = 584).

As of January 2024, Instagram was slightly more popular with men than women, with men accounting for 50.6 percent of the platform’s global users. Additionally, the social media app was most popular amongst younger audiences, with almost 32 percent of users aged between 18 and 24 years.

              Instagram’s Global Audience

              As of January 2024, Instagram was the fourth most popular social media platform globally, reaching two billion monthly active users (MAU). This number is projected to keep growing with no signs of slowing down, which is not a surprise as the global online social penetration rate across all regions is constantly increasing.
              As of January 2024, the country with the largest Instagram audience was India with 362.9 million users, followed by the United States with 169.7 million users.

              Who is winning over the generations?

              Even though Instagram’s audience is almost twice the size of TikTok’s on a global scale, TikTok has shown itself to be a fierce competitor, particularly amongst younger audiences. TikTok was the most downloaded mobile app globally in 2022, generating 672 million downloads. As of 2022, Generation Z in the United States spent more time on TikTok than on Instagram monthly.

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Esports Market Size 2025-2029

The esports market size is forecast to increase by USD 4.34 billion at a CAGR of 21.2% between 2024 and 2029.

The market is experiencing significant growth, driven by increasing brand engagement and the surge in esports betting. Brands are recognizing the value of esports as a powerful marketing tool to reach the coveted millennial and Gen Z demographics. Sports events offer unique opportunities for brand activation and fan engagement, with sponsorships, product placements, and team collaborations becoming increasingly common. Additionally, the global esports betting market is projected to reach substantial growth, fueled by the rise in popularity of esports and the increasing legalization of online gambling. However, the market also faces challenges, including the escalating costs of game development and the need for standardized regulations to ensure ethical business practices.
Game developers are under pressure to continuously release new titles and updates to maintain player engagement and stay competitive, driving up development costs. Regulations surrounding esports betting vary widely across jurisdictions, creating complexities for businesses operating in multiple markets. Companies seeking to capitalize on the market's opportunities must navigate these challenges effectively, focusing on innovation, cost management, and regulatory compliance.

What will be the Size of the Esports Market during the forecast period?

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The market continues to evolve, with dynamic interactions between various sectors shaping its growth and development. Esports demographics expand as new audiences discover the excitement of competitive gaming, leading to increased esports participation and engagement. Esports media outlets adapt to cater to this growing audience, providing comprehensive coverage of esports events, trends, and player profiles. Esports development is driven by innovative strategies and infrastructure, enabling the creation of immersive gaming experiences and advanced training facilities. Esports management teams leverage technology to optimize operations and enhance fan experiences, while esports ecosystems foster collaboration and growth across the industry.
Esports trends emerge and evolve, with a focus on sustainability, accessibility, and ethical practices. Esports franchises and teams form strategic partnerships, while esports content and platforms monetize their offerings through various revenue streams, including advertising, sponsorships, merchandise sales, and analytics. Esports governance and regulations aim to ensure fair play and ethical conduct, while esports betting and disruption introduce new challenges and opportunities for innovation. Esports education and talent development programs foster the next generation of gaming professionals, ensuring the continued growth and vitality of the esports industry.

How is this Esports Industry segmented?

The esports 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.

Revenue Stream

  Sponsorships
  Media rights
  Publisher fees
  Advertising
  Merchandise and ticket sales


Genre

  MOBA
  FPS
  RTS
  Others


Device

  Smart phone and smart TV
  Gaming console
  Desktop / laptop / tablets


Audience Type

  Players
  Spectators
  Casual Gamers


Event Type

  Tournaments
  Exhibitions
  Online-Only
  LAN


Platform

  PC-Specific
  Console-Specific
  Mobile-Specific


Geography

  North America

    US
    Canada


  Europe

    France
    Germany
    Italy
    Spain
    UK


  Middle East and Africa

    UAE


  APAC

    China
    India
    Japan
    South Korea


  South America

    Brazil


  Rest of World (ROW)

By Revenue Stream Insights

The sponsorships segment is estimated to witness significant growth during the forecast period.

Esports, a dynamic and evolving industry, encompasses various entities that fuel its growth and engagement. Training programs hone the skills of esports athletes, ensuring they remain at the top of their game. Regulations and ethics establish a fair and competitive environment, while broadcasting platforms deliver immersive experiences to a global audience. Esports strategies and marketing tactics attract sponsors, who invest in teams, franchises, and events to reach the highly engaged demographic. Esports infrastructure, including arenas and studios, provides the necessary resources for players and teams to thrive. Sustainability initiatives and betting regulations ensure the industry's long-term viability.

Esports communities foster a sense of belonging and passion among fans, driving participation and merchandise sales. Esports content and platforms offer endless oppor

Radio broadcasting has undergone a steady decline over the past few decades by a shrinking listenership that has somewhat slowed in recent years, with audience numbers stabilising. In the past, radio stations enjoyed almost exclusive access to the audience's ears, offering them a variety of music and audio entertainment. However, with competition from podcasts and music streaming platforms soaring, many people are opting for these alternative media. Yet, a significant portion of the population still tunes into their radios during their commutes or work hours. Over the five years through 2024, radio broadcasting revenue is projected to have fallen at a compound annual rate of 2.9%, including an estimated 4.5% dip in 2024 alone to sit at a projected €10.7 billion. Europe's radio market sees a strong dominance by public broadcasters who receive a major share of the radio audience in their respective countries. These include the likes of the BBC in the UK, Germany's ARD and Deutschlandradio, and Italy’s RAI. These public broadcasters boast an array of stations catering to different audience preferences. Instead of leaning on ads for revenue, they largely derive their funding from license fees or direct taxes, protecting their revenue from advertisers’ willingness to invest in radio. Digitalisation poses both an opportunity and a challenge for radio. On the one hand, digital radio platforms like BBC Sounds have made it considerably easier to broadcast beyond borders, reaching out to global audiences. Simultaneously, it escalates competition within the sector. This intensifying competition could lead to market consolidation as smaller radio stations struggle to compete both nationally and internationally. Radio broadcasting revenue is projected to expand at a compound annual rate of 1.5% over the five years through 2029 to €11.6 billion.

As of April 2024, around 16.5 percent of global active Instagram users were men between the ages of 18 and 24 years. More than half of the global Instagram population worldwide was aged 34 years or younger.

              Teens and social media

              As one of the biggest social networks worldwide, Instagram is especially popular with teenagers. As of fall 2020, the photo-sharing app ranked third in terms of preferred social network among teenagers in the United States, second to Snapchat and TikTok. Instagram was one of the most influential advertising channels among female Gen Z users when making purchasing decisions. Teens report feeling more confident, popular, and better about themselves when using social media, and less lonely, depressed and anxious.
              Social media can have negative effects on teens, which is also much more pronounced on those with low emotional well-being. It was found that 35 percent of teenagers with low social-emotional well-being reported to have experienced cyber bullying when using social media, while in comparison only five percent of teenagers with high social-emotional well-being stated the same. As such, social media can have a big impact on already fragile states of mind.