How much time do people spend on social media?

              As of 2024, the average daily social media usage of internet users worldwide amounted to 143 minutes per day, down from 151 minutes in the previous year. Currently, the country with the most time spent on social media per day is Brazil, with online users spending an average of three hours and 49 minutes on social media each day. In comparison, the daily time spent with social media in
              the U.S. was just two hours and 16 minutes. Global social media usageCurrently, the global social network penetration rate is 62.3 percent. Northern Europe had an 81.7 percent social media penetration rate, topping the ranking of global social media usage by region. Eastern and Middle Africa closed the ranking with 10.1 and 9.6 percent usage reach, respectively.
              People access social media for a variety of reasons. Users like to find funny or entertaining content and enjoy sharing photos and videos with friends, but mainly use social media to stay in touch with current events friends. Global impact of social mediaSocial media has a wide-reaching and significant impact on not only online activities but also offline behavior and life in general.
              During a global online user survey in February 2019, a significant share of respondents stated that social media had increased their access to information, ease of communication, and freedom of expression. On the flip side, respondents also felt that social media had worsened their personal privacy, increased a polarization in politics and heightened everyday distractions.

In 2023, Meta Platforms had a total annual revenue of over 134 billion U.S. dollars, up from 116 billion in 2022. LinkedIn reported its highest annual revenue to date, generating over 15 billion USD, whilst Snapchat reported an annual revenue of 4.6 billion USD.

Marketing Analytics Market Outlook

According to our latest research, the global marketing analytics market size in 2024 stands at USD 5.8 billion, demonstrating robust momentum driven by the increasing adoption of data-driven decision-making across industries. The market is projected to register a CAGR of 13.2% from 2025 to 2033, reaching an estimated market size of USD 17.1 billion by 2033. This accelerated growth is primarily attributed to the proliferation of digital channels, the surge in big data, and the imperative for organizations to achieve higher ROI from their marketing investments. The marketing analytics market is evolving rapidly, with advanced analytics tools enabling businesses to gain actionable insights, optimize campaigns, and enhance customer engagement across diverse sectors.

One of the most significant growth factors for the marketing analytics market is the exponential increase in data generation from multiple digital touchpoints. The rise of omnichannel marketing strategies has resulted in vast and complex datasets, encompassing customer interactions from social media, websites, mobile applications, and email campaigns. Businesses are increasingly leveraging marketing analytics solutions to aggregate, process, and analyze this data in real time, gaining deeper insights into customer behavior, preferences, and purchase patterns. The ability to transform raw data into actionable intelligence is empowering marketers to personalize campaigns, improve targeting accuracy, and maximize conversion rates, thereby fueling the demand for sophisticated analytics platforms.

Another critical driver is the growing emphasis on measuring marketing effectiveness and optimizing marketing spend. As organizations face mounting pressure to justify marketing budgets and demonstrate tangible ROI, marketing analytics tools have become indispensable. These solutions enable marketers to track key performance indicators (KPIs), attribute revenue to specific channels, and identify underperforming campaigns. The integration of artificial intelligence and machine learning into marketing analytics platforms is further enhancing predictive capabilities, allowing businesses to forecast trends, automate campaign adjustments, and refine customer segmentation. This technological evolution is driving widespread adoption across both large enterprises and small and medium businesses.

The surge in regulatory requirements and data privacy concerns is also shaping the marketing analytics market. With the implementation of stringent data protection regulations such as GDPR and CCPA, organizations are compelled to adopt analytics solutions that ensure compliance while maintaining data integrity and security. Modern marketing analytics platforms are incorporating advanced data governance features, encryption, and anonymization techniques, enabling businesses to harness the power of analytics without compromising customer trust. This focus on compliance, coupled with the increasing need for transparency in marketing practices, is accelerating the adoption of analytics tools across regulated industries such as BFSI and healthcare.

Regionally, North America dominates the marketing analytics market, accounting for the largest share in 2024, followed closely by Europe and Asia Pacific. The United States, in particular, is at the forefront due to the presence of major analytics vendors, high digital adoption, and substantial marketing expenditure by enterprises. However, the Asia Pacific region is poised for the fastest growth over the forecast period, driven by rapid digital transformation, expanding e-commerce ecosystems, and increasing investments in marketing technology. Latin America and the Middle East & Africa are also witnessing steady growth as organizations in these regions recognize the strategic value of data-driven marketing.

Component Analysis

The marketing analytics market is segmented by component into software and services, each playing a vital role in the overall ecosystem. The software segment dominates th

A comprehensive dataset providing insights into the advertising industry for 2025, highlighting global advertising spending, digital and traditional marketing trends, the influence of social media advertising, mobile ad growth, advertising impact on consumer behavior, and the rise of programmatic advertising.

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.

Cristiano Ronaldo has one of the most popular Instagram accounts as of April 2024.

              The Portuguese footballer is the most-followed person on the photo sharing app platform with 628 million followers. Instagram's own account was ranked first with roughly 672 million followers.

              How popular is Instagram?

              Instagram is a photo-sharing social networking service that enables users to take pictures and edit them with filters. The platform allows users to post and share their images online and directly with their friends and followers on the social network. The cross-platform app reached one billion monthly active users in mid-2018. In 2020, there were over 114 million Instagram users in the United States and experts project this figure to surpass 127 million users in 2023.

              Who uses Instagram?

              Instagram audiences are predominantly young – recent data states that almost 60 percent of U.S. Instagram users are aged 34 years or younger. Fall 2020 data reveals that Instagram is also one of the most popular social media for teens and one of the social networks with the biggest reach among teens in the United States.

              Celebrity influencers on Instagram
              Many celebrities and athletes are brand spokespeople and generate additional income with social media advertising and sponsored content. Unsurprisingly, Ronaldo ranked first again, as the average media value of one of his Instagram posts was 985,441 U.S. dollars.

This dataset provides comprehensive statistics and trends in digital marketing, covering areas such as PPC, SEO, social media, and content marketing in 2022.

AI in the Social Media Market Outlook

The global market size for AI in the social media sector was valued at USD 2.1 billion in 2023 and is anticipated to reach USD 8.5 billion by 2032, growing at a compound annual growth rate (CAGR) of 16.5% over the forecast period. The driving factors behind this robust growth include the increasing adoption of AI technologies by social media platforms to enhance user experience, improve customer service, and facilitate more sophisticated advertising strategies.

The adoption of AI in the social media market is being propelled by the need for enhanced user engagement and personalized content. Social media platforms leverage AI to analyze vast amounts of data, enabling them to offer more relevant content to users. This not only enhances user satisfaction but also increases the time users spend on these platforms, which is crucial for ad revenue. Moreover, AI algorithms can detect and block inappropriate or harmful content, thereby ensuring a safer user environment, which is a growing concern among regulators and users alike.

Another significant growth factor is the increasing utilization of AI for targeted advertising. AI tools allow social media platforms and advertisers to analyze user behavior and preferences with unprecedented accuracy, enabling highly personalized and effective ad campaigns. This targeted approach results in better user engagement and higher conversion rates, making it highly attractive for businesses looking to maximize their marketing ROI. Additionally, AI-driven analytics provide valuable insights into consumer trends and behavior, which can be used to optimize future marketing strategies.

AI-driven customer service capabilities are also a crucial growth driver. Chatbots and virtual assistants powered by AI are becoming increasingly common on social media platforms, providing instant and efficient customer support. These AI tools can handle a wide range of queries and issues, significantly reducing the workload on human customer service agents and improving response times. This not only enhances user satisfaction but also allows businesses to offer round-the-clock customer service, which is particularly beneficial for global enterprises operating in multiple time zones.

Social Advertising & Social Mediaing have become integral components of modern marketing strategies, leveraging the power of AI to enhance the effectiveness of campaigns. By utilizing AI technologies, businesses can create more engaging and personalized advertisements that resonate with their target audiences. This approach not only improves the relevance of ads but also increases the likelihood of user interaction and conversion. Social media platforms are increasingly adopting AI-driven tools to analyze user data and behavior, enabling them to deliver ads that are tailored to individual preferences. This level of personalization is crucial in today's competitive digital landscape, where capturing user attention is more challenging than ever.

Regionally, North America holds the largest market share for AI in social media, driven by the early adoption of advanced technologies and the presence of major social media companies. Europe and Asia Pacific are also witnessing significant growth, with increasing investments in AI technology and a growing user base. The Asia Pacific region, in particular, is expected to experience the highest CAGR, driven by the rapid expansion of social media users and increasing internet penetration in countries like China and India.

Component Analysis

Within the AI in the social media market, the component segment is categorized into software, hardware, and services. The software segment is expected to dominate the market due to the extensive use of AI-driven algorithms and tools for various applications such as content creation, social media monitoring, and targeted advertising. AI software solutions are designed to analyze large datasets, identify patterns, and provide insights that drive decision-making processes on social media platforms. These software tools are continuously evolving, incorporating advanced machine learning techniques to enhance their predictive capabilities and efficiency.

The hardware segment, while smaller in comparison to software, plays a vital role in supporting AI applications. High-performance computing systems, GPUs, and specialized AI processors are essential for running complex AI algorithms

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...

B2B IP Address to Email Linkage Database

Elevate your digital advertising and marketing strategies with Solution Publishing by Allforce "B2B IP Address to Email Linkage Database," a comprehensive dataset offering an unparalleled linkage of 30 million business email addresses to over 90 million IP addresses. This invaluable resource is derived from engagement with our B2B email newsletters, designed to empower businesses to achieve pinpoint accuracy in targeting, enhance cybersecurity, and drive B2B sales with unmatched precision.

Key Features: • Expansive Dataset: Gain access to a vast pool of 30 million business email addresses, each mapped to an average of 3 IP addresses, encompassing a broad spectrum of industries and regions. • Premium Data Quality: Benefit from our meticulously curated and monthly-refreshed dataset, ensuring you receive the most accurate and up-to-date information for your business needs. • Seamless Integration: Effortlessly integrate our database with your existing CRM and marketing automation tools for a streamlined application in your business operations. Benefits: • Targeted Digital Advertising: Utilize precise IP-to-email mappings to refine your digital advertising targeting, ensuring your ads are displayed to the most relevant B2B audience, thus increasing ROI on ad spend. • Enhanced Email Campaigns: Personalize and optimize your email marketing efforts with our data, leading to higher engagement rates and improved campaign performance. • Robust Cybersecurity: Strengthen your security measures by correlating IP addresses with business emails, helping to detect and mitigate potential threats more effectively. • Informed Decision-Making: Leverage our comprehensive dataset to fuel data-driven strategies in marketing, sales, and beyond, enabling smarter business decisions. Applications: • Precision in Digital Advertising: Harness the power of IP address targeting to deliver your digital ads to the specific business audience, enhancing the efficiency of programmatic advertising campaigns and reducing ad waste. • Sales and Marketing Alignment: Equip your teams with detailed lead insights, fostering more effective sales pitches and marketing messages tailored to the audience's specific needs and behaviors. • Threat Detection and Prevention: Use our dataset to augment your cybersecurity protocols, identifying suspicious activities by matching IP addresses with corresponding business emails. • Market Trends Analysis: Perform thorough market analysis to uncover trends, gauge competitor activity, and understand customer preferences, driving strategic business decisions.

The "B2B IP Address to Email Linkage Database" is an essential tool for businesses aiming to revolutionize their approach to digital advertising, cybersecurity, and B2B engagement. Offered exclusively on Datarade.ai, this database is the cornerstone for leveraging digital intelligence to target ads more effectively, secure business operations, and unlock growth opportunities.

With Solution Publishing's rich heritage in data-driven solutions, tap into the potential of precise IP address data to transform your digital advertising strategies and achieve unparalleled success in your B2B endeavors.

Success.ai’s Consumer Behavior Data for Consumer Goods & Electronics Industry Leaders in Asia, the US, and Europe offers a robust dataset designed to empower businesses with actionable insights into global consumer trends and professional profiles. Covering executives, product managers, marketers, and other professionals in the consumer goods and electronics sectors, this dataset includes verified contact information, professional histories, and geographic business data.

With access to over 700 million verified global profiles and firmographic data from leading companies, Success.ai ensures your outreach, market analysis, and strategic planning efforts are powered by accurate, continuously updated, and GDPR-compliant data. Backed by our Best Price Guarantee, this solution is ideal for businesses aiming to navigate and lead in these fast-paced industries.

Why Choose Success.ai’s Consumer Behavior Data?

1. Verified Contact Data for Precision Engagement

   • Access verified email addresses, phone numbers, and LinkedIn profiles of professionals in the consumer goods and electronics industries.
   • AI-driven validation ensures 99% accuracy, optimizing communication efficiency and minimizing data gaps.

2. Comprehensive Global Coverage

   • Includes profiles from key markets in Asia, the US, and Europe, covering regions such as China, India, Germany, and the United States.
   • Gain insights into region-specific consumer trends, product preferences, and purchasing behaviors.

3. Continuously Updated Datasets

   • Real-time updates capture career progressions, company expansions, market shifts, and consumer trend data.
   • Stay aligned with evolving market dynamics and seize emerging opportunities effectively.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible use and legal compliance for all data-driven campaigns.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with industry leaders, marketers, and decision-makers in consumer goods and electronics industries worldwide.
• Consumer Trend Insights: Gain detailed insights into product preferences, purchasing patterns, and demographic influences.
• Business Locations: Access geographic data to identify regional markets, operational hubs, and emerging consumer bases.
• Professional Histories: Understand career trajectories, skills, and expertise of professionals driving innovation and strategy.

Key Features of the Dataset:

1. Decision-Maker Profiles in Consumer Goods and Electronics

   • Identify and engage with professionals responsible for product development, marketing strategy, and supply chain optimization.
   • Target individuals making decisions on consumer engagement, distribution, and market entry strategies.

2. Advanced Filters for Precision Campaigns

   • Filter professionals by industry focus (consumer electronics, FMCG, luxury goods), geographic location, or job function.
   • Tailor campaigns to align with specific industry trends, market demands, and regional preferences.

3. Consumer Trend Data and Insights

   • Access data on regional product preferences, spending behaviors, and purchasing influences across key global markets.
   • Leverage these insights to shape product development, marketing campaigns, and customer engagement strategies.

4. AI-Driven Enrichment

   • Profiles enriched with actionable data allow for personalized messaging, highlight unique value propositions, and improve engagement outcomes.

Strategic Use Cases:

1. Marketing and Demand Generation

   • Design campaigns tailored to consumer preferences, regional trends, and target demographics in the consumer goods and electronics industries.
   • Leverage verified contact data for multi-channel outreach, including email, social media, and direct marketing.

2. Market Research and Competitive Analysis

   • Analyze global consumer trends, spending patterns, and product preferences to refine your product portfolio and market positioning.
   • Benchmark against competitors to identify gaps, emerging needs, and growth opportunities in target regions.

3. Sales and Partnership Development

   • Build relationships with key decision-makers at companies specializing in consumer goods or electronics manufacturing and distribution.
   • Present innovative solutions, supply chain partnerships, or co-marketing opportunities to grow your market share.

4. Product Development and Innovation

   • Utilize consumer trend insights to inform product design, pricing strategies, and feature prioritization.
   • Develop offerings that align with regional preferences and purchasing behaviors to maximize market impact.

Why Choose Success.ai?

1. Best Price Guarantee
   • Access premium-quality consumer behavior data at competitive prices, ensuring maximum ROI for your outreach, research, and ma...

With the phone book era far in the past, database and directory publishers have been forced to transform their business approach, focusing on their digital presence. Despite many publishers rapidly moving away from print services, they are experiencing immovable competition from online search engines and social media platforms within the digital space, negatively affecting revenue growth potential. Industry revenue has been eroding at a CAGR of 4.4% over the past five years and in 2024, a 3.9% drop has led to the industry revenue totaling $4.4 billion. Profit continues to drop in line with revenue, accounting for 4.7% of revenue as publishers invest more in their digital platforms. Interest in printed directories has disappeared as institutional clients and consumers have continued their shift to convenient online resources. Declining demand for print advertising has curbed revenue growth and online revenue has only slightly mitigated this downturn. Though many traditional publishers, such as Yellow Pages, now operate under parent companies with digital resources, directory publishers remain low on the list of options businesses have to choose from in digital advertising. Due to the convenience and connectivity that Facebook and Google services offer, traditional directory publishers have a limited ability to compete. Many providers have rebranded and tailored their services toward client needs, though these efforts have only had a marginal impact on revenue growth. The industry is forecast to decline at an accelerated CAGR of 5.2% over the next five years, reaching an estimated $3.4 billion in 2029, as businesses and consumers continually turn to digital alternatives for information and advertising opportunities. As AI and digital technology innovation expands, social media company products will likely improve at a faster rate than the digital offerings that directory publishers can provide. Though these companies will seek external partnerships to cut costs, they face an uphill battle to boost their visibility and reverse consumer habit trends.

Marketing Analytics Tools Market Outlook

The global marketing analytics tools market is experiencing significant growth, with a market size estimated at $2.5 billion in 2023 and projected to reach $6.9 billion by 2032, reflecting a compound annual growth rate (CAGR) of 11.7%. This growth is primarily fueled by the rising demand for data-driven marketing strategies among businesses seeking to enhance customer engagement, improve decision-making, and optimize marketing ROI. As digital transformation continues to accelerate across industries, marketing analytics tools have become indispensable for organizations aiming to maintain a competitive edge in an increasingly digital-centric marketplace.

A key driver of this market's growth is the exponential increase in data generation facilitated by digital channels. With the proliferation of social media platforms, mobile applications, and e-commerce websites, the volume of consumer data available to businesses has surged. This data offers invaluable insights into consumer behavior and preferences, enabling companies to tailor their marketing strategies more effectively. Consequently, the demand for advanced analytics solutions that can process and analyze vast datasets in real-time is expected to grow, further boosting the market for marketing analytics tools.

Another significant growth factor is the increasing adoption of artificial intelligence (AI) and machine learning (ML) technologies in marketing analytics. AI and ML are transforming how businesses interpret and utilize data by providing predictive insights and automating complex data analysis processes. These technologies enable marketers to identify trends, forecast consumer behaviors, and optimize campaigns with greater precision, thereby enhancing the overall effectiveness of marketing efforts. As AI and ML capabilities become more sophisticated, their integration into marketing analytics tools is expected to drive further market expansion.

The shift towards personalized customer experiences is also propelling the growth of the marketing analytics tools market. TodayÂ’s consumers expect personalized interactions with brands, and businesses are increasingly leveraging analytics to deliver customized content and offers. Marketing analytics tools help organizations understand individual customer journeys and preferences, allowing them to craft personalized marketing strategies that resonate with their target audience. This trend towards personalization is anticipated to continue, driving the demand for advanced analytics tools that can manage and analyze complex customer datasets.

Regionally, North America holds a significant share of the marketing analytics tools market, owing to the early adoption of advanced technologies and the presence of key market players. The region's strong focus on digital marketing and data-driven strategies has accelerated the adoption of marketing analytics solutions. Meanwhile, the Asia Pacific region is expected to witness the highest growth rate during the forecast period, driven by the rapid digital transformation of businesses and increasing investments in analytics infrastructure. The burgeoning e-commerce sector in countries like China and India is also contributing to the growth of the marketing analytics tools market in this region.

Component Analysis

The marketing analytics tools market can be segmented by component into software and services. The software segment encompasses various analytics platforms and solutions designed to collect, process, and analyze marketing data. These software solutions offer functionalities such as data visualization, predictive analytics, and real-time reporting, enabling marketers to make informed decisions. The demand for marketing analytics software is driven by the need for businesses to process large volumes of data efficiently and extract actionable insights that can enhance marketing strategies and outcomes.

Marketing Attribution Software is becoming increasingly vital for businesses aiming to understand the effectiveness of their marketing efforts across multiple channels. This software helps organizations allocate credit to various touchpoints in a customer's journey, providing insights into which marketing strategies are driving conversions. By leveraging marketing attribution software, companies can optimize their marketing spend and improve ROI by focusing on the most impactful channels. As the marketing landscape becomes more complex wit

Which county has the most Facebook users?

              There are more than 378 million Facebook users in India alone, making it the leading country in terms of Facebook audience size. To put this into context, if India’s Facebook audience were a country then it would be ranked third in terms of largest population worldwide. Apart from India, there are several other markets with more than 100 million Facebook users each: The United States, Indonesia, and Brazil with 193.8 million, 119.05 million, and 112.55 million Facebook users respectively.

              Facebook – the most used social media

              Meta, the company that was previously called Facebook, owns four of the most popular social media platforms worldwide, WhatsApp, Facebook Messenger, Facebook, and Instagram. As of the third quarter of 2021, there were around 3,5 billion cumulative monthly users of the company’s products worldwide. With around 2.9 billion monthly active users, Facebook is the most popular social media worldwide. With an audience of this scale, it is no surprise that the vast majority of Facebook’s revenue is generated through advertising.

              Facebook usage by device
              As of July 2021, it was found that 98.5 percent of active users accessed their Facebook account from mobile devices. In fact, almost 81.8 percent of Facebook audiences worldwide access the platform only via mobile phone. Facebook is not only available through mobile browser as the company has published several mobile apps for users to access their products and services. As of the third quarter 2021, the four core Meta products were leading the ranking of most downloaded mobile apps worldwide, with WhatsApp amassing approximately six billion downloads.

Maximize your business potential with Success.ai's LinkedIn Company and Contact Data, a comprehensive solution designed to empower your business with strategic insights drawn from one of the largest professional networks in the world. This extensive dataset includes in-depth profiles from over 700 million professionals and 70 million companies globally, making it a goldmine for businesses aiming to enhance their marketing strategies, refine competitive intelligence, and drive robust B2B lead generation.

Transform Your Email Marketing Efforts With Success.ai, tap into highly detailed and direct contact data to personalize your communications effectively. By accessing a vast array of email addresses, personalize your outreach efforts to dramatically improve engagement rates and conversion possibilities.

Data Enrichment for Comprehensive Insights Integrate enriched LinkedIn data seamlessly into your CRM or any analytical system to gain a comprehensive understanding of your market landscape. This enriched view helps you navigate through complex business environments, enhancing decision-making and strategic planning.

Elevate Your Online Marketing Deploy targeted and precision-based online marketing campaigns leveraging detailed professional data from LinkedIn. Tailor your messages and offers based on specific professional demographics, industry segments, and more, to optimize engagement and maximize online marketing ROI.

Digital Advertising Optimized Utilize LinkedIn’s precise company and professional data to create highly targeted digital advertising campaigns. By understanding the profiles of key decision-makers, tailor your advertising strategies to resonate well with your target audience, ensuring high impact and better expenditure returns.

Accelerate B2B Lead Generation Identify and connect directly with key stakeholders and decision-makers to shorten your sales cycles and close deals quicker. With access to high-level contacts in your industry, streamline your lead generation process and enhance the efficiency of your sales funnel.

Why Partner with Success.ai for LinkedIn Data? - Competitive Pricing Assurance: Success.ai guarantees the most aggressive pricing, ensuring you receive unbeatable value for your investment in high-quality professional data. - Global Data Access: With coverage extending across 195 countries, tap into a rich reservoir of professional information, covering diverse industries and market segments. - High Data Accuracy: Backed by advanced AI technology and manual validation processes, our data accuracy rate stands at 99%, providing you with reliable and actionable insights. - Custom Data Integration: Receive tailored data solutions that fit seamlessly into your existing business processes, delivered in formats such as CSV and Parquet for easy integration. - Ethical Data Compliance: Our data sourcing and processing practices are fully compliant with global standards, ensuring ethical and responsible use of data. - Industry-wide Applications: Whether you’re in technology, finance, healthcare, or any other sector, our data solutions are designed to meet your specific industry needs.

Strategic Use Cases for Enhanced Business Performance - Email Marketing: Leverage accurate contact details for personalized and effective email marketing campaigns. - Online Marketing and Digital Advertising: Use detailed demographic and professional data to refine your online presence and digital ad targeting. - Data Enrichment and B2B Lead Generation: Enhance your databases and accelerate your lead generation with enriched, up-to-date data. - Competitive Intelligence and Market Research: Stay ahead of the curve by using our data for deep market analysis and competitive research.

With Success.ai, you’re not just accessing data; you’re unlocking a gateway to strategic business growth and enhanced market positioning. Start with Success.ai today to leverage our LinkedIn Company Data and transform your business operations with precision and efficiency.

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Success.ai’s Beauty & Cosmetics Data for Cosmetics, Beauty & Wellness Professionals Worldwide delivers a powerful dataset tailored to connect businesses with key stakeholders in the global beauty and wellness industries. Covering professionals such as product developers, brand managers, wellness coaches, and salon owners, this dataset provides verified work emails, phone numbers, and actionable professional insights.

With access to over 700 million verified global profiles and detailed insights from 170 million professional datasets, Success.ai ensures your outreach, marketing, and strategic initiatives are powered by accurate, continuously updated, and AI-validated data. Supported by our Best Price Guarantee, this solution is ideal for businesses aiming to lead in the competitive beauty and wellness market.

Why Choose Success.ai’s Beauty & Cosmetics Data?

1. Verified Contact Data for Effective Outreach

   • Access verified work emails, phone numbers, and LinkedIn profiles of professionals in cosmetics, skincare, beauty services, and wellness industries.
   • AI-driven validation ensures 99% accuracy, reducing bounce rates and improving communication efficiency.

2. Comprehensive Global Coverage

   • Includes profiles of beauty and wellness professionals from regions such as North America, Europe, Asia-Pacific, and emerging markets.
   • Gain insights into global trends in cosmetics innovation, wellness services, and beauty product demand.

3. Continuously Updated Datasets

   • Real-time updates reflect changes in leadership, professional roles, and market developments.
   • Stay aligned with the fast-paced nature of the beauty and wellness industry to identify opportunities and maintain relevance.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global privacy regulations, ensuring responsible and lawful use of data for all business initiatives.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with professionals across the beauty, cosmetics, and wellness industries worldwide.
• 170M+ Professional Datasets: Access verified contact information and detailed insights into industry leaders and innovators.
• Business Insights: Understand market trends, product innovations, and consumer preferences driving the beauty industry.
• Decision-Maker Contacts: Engage with CEOs, brand managers, product developers, and wellness leaders driving growth and innovation.

Key Features of the Dataset:

1. Comprehensive Professional Profiles

   • Identify and connect with key players, including beauty brand executives, salon owners, skincare experts, and wellness influencers.
   • Access data on career histories, certifications, and industry expertise to target the right professionals effectively.

2. Advanced Filters for Precision Targeting

   • Filter professionals by industry focus (cosmetics, wellness, skincare), geographic location, or job function.
   • Tailor campaigns to align with specific market segments, such as luxury cosmetics, wellness services, or mass-market beauty products.

3. Global Trend Insights and Market Data

   • Leverage data on emerging beauty trends, wellness innovations, and skincare demands across regions.
   • Refine product development, marketing campaigns, and customer engagement strategies based on actionable insights.

4. AI-Driven Enrichment

   • Profiles enriched with actionable data allow for personalized messaging, highlight unique value propositions, and improve engagement outcomes with beauty and wellness professionals.

Strategic Use Cases:

1. Marketing and Brand Outreach

   • Design targeted campaigns to promote beauty products, wellness services, or skincare innovations to industry professionals.
   • Leverage verified contact data for multi-channel outreach, including email, social media, and direct engagement.

2. Product Development and Innovation

   • Utilize market insights to guide product development and align offerings with consumer demands in cosmetics, beauty, and wellness sectors.
   • Collaborate with product developers and brand managers to refine product lines or launch new offerings.

3. Sales and Partnership Development

   • Build relationships with wellness professionals, salon owners, and beauty distributors seeking innovative tools or products.
   • Present co-branding opportunities, supply chain partnerships, or new market expansion strategies to key decision-makers.

4. Market Research and Competitive Analysis

   • Analyze beauty and wellness trends, consumer preferences, and emerging niches to refine business strategies.
   • Benchmark against competitors to identify gaps, growth opportunities, and high-demand product categories.

Why Choose Success.ai?

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Analysis of ‘ Sales Conversion Optimization’ provided by Analyst-2 (analyst-2.ai), based on source dataset retrieved from https://www.kaggle.com/loveall/clicks-conversion-tracking on 28 January 2022.

--- Dataset description provided by original source is as follows ---

Context

Cluster Analysis for Ad Conversions Data

Content

The data used in this project is from an anonymous organisation’s social media ad campaign. The data file can be downloaded from here. The file conversion_data.csv contains 1143 observations in 11 variables. Below are the descriptions of the variables.

1.) ad_id: an unique ID for each ad.

2.) xyz_campaign_id: an ID associated with each ad campaign of XYZ company.

3.) fb_campaign_id: an ID associated with how Facebook tracks each campaign.

4.) age: age of the person to whom the ad is shown.

5.) gender: gender of the person to whim the add is shown

6.) interest: a code specifying the category to which the person’s interest belongs (interests are as mentioned in the person’s Facebook public profile).

7.) Impressions: the number of times the ad was shown.

8.) Clicks: number of clicks on for that ad.

9.) Spent: Amount paid by company xyz to Facebook, to show that ad.

10.) Total conversion: Total number of people who enquired about the product after seeing the ad.

11.) Approved conversion: Total number of people who bought the product after seeing the ad.

Acknowledgements

Thanks to the Anonymous data depositor

Inspiration

Social Media Ad Campaign marketing is a leading source of Sales Conversion and i have made this data available for the benefit of Businesses using Google Adwords to track Conversions

--- Original source retains full ownership of the source dataset ---

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.

The transition from printed databases and directories to online formats has left the Canadian Database and Directory Publishing industry reeling, with revenue decreasing over the five years to 2023 because of this transition and COVID-19. From the advertisers' perspective, marketing costs are allocated to the media channels that most accurately reflect consumer behaviour. As more consumers shift to digital directory and database substitutes, demand for print advertisements, previously the industry's largest revenue source and profit indicator, has declined. Over the five years to 2023, the number of consumers with smartphones, which come with online directory capabilities via their ability to connect to the internet, has risen alongside internet connectivity. This has coincided with declining demand for industry products. Consequently, industry revenue has been declining an annualized 10.2% over the past five years, and is expected to reach $1.4 billion in 2023. This includes a decrease of 3.6% in 2023 alone.The industry has historically been dominated by several players, mainly telephone companies with access to consumer and business contact information. As the industry has contracted, companies have spun off their directory divisions. This was exemplified by the industry-defining event of Bell Canada handing off what would become Yellow Media Limited to KKR & Co. Inc. and the Ontario Teachers' Pension Plan Board. Over the past five years, this trend has continued, with companies selling off their failing segments to larger companies. The purchasing companies have used merger and acquisition activities to diversify their service and product offerings, entering various third-party fields, including market research, data processing and analytics, and database management.Over the five years to 2028, the industry will likely continue its downward spiral. During this period, total advertising expenditure is expected to rise. However, total print advertisement expenditure will likely decline as a share of total spending. The use of print advertisements will likely continue to become obsolete over the next five years. The most significant contributing factor to this decline is expected to be the growing use of digital advertisements. Consequently, IBISWorld forecasts industry revenue will decrease an annualized 3.4% to $1.2 billion over the five years to 2028.

AI-Powered In-Game Advertising Analytics Market Outlook

As per our latest research, the AI-Powered In-Game Advertising Analytics market size reached USD 1.74 billion in 2024, reflecting the rapid adoption of advanced analytics in the gaming sector. The market is expected to grow at a robust CAGR of 18.2% during the forecast period, with projections indicating it will reach USD 8.34 billion by 2033. This substantial growth is primarily fueled by the increasing integration of artificial intelligence in gaming ecosystems, the rising demand for data-driven advertising solutions, and the growing sophistication of in-game ad formats. The market’s upward trajectory is further supported by the expansion of mobile and online gaming platforms, which are creating new opportunities for targeted and measurable advertising strategies.

One of the most significant growth factors in the AI-Powered In-Game Advertising Analytics market is the exponential rise in global gaming audiences, particularly among younger demographics who spend considerable time on gaming platforms. As gaming becomes an integral part of digital culture, advertisers are increasingly leveraging AI-powered analytics to understand player behavior, optimize ad placements, and maximize engagement. These analytics tools enable real-time performance tracking, helping advertisers to tailor their campaigns to specific player segments and improve ROI. The ability to analyze vast amounts of behavioral and contextual data is giving companies a competitive edge in delivering personalized and non-intrusive ad experiences, which is vital for maintaining user retention and satisfaction.

Another key driver is the technological advancement in AI and machine learning algorithms, which are revolutionizing the capabilities of in-game advertising analytics. Modern AI solutions can process complex datasets from multiple sources, including in-game actions, user demographics, and device information. This depth of insight allows for more precise audience measurement and fraud detection, significantly reducing wasted ad spend and enhancing campaign effectiveness. Furthermore, the integration of AI-powered analytics with programmatic advertising platforms is streamlining the buying and selling of in-game ad inventory, making it easier for advertisers and publishers to monetize their content efficiently. As a result, both game developers and advertisers are increasingly investing in these analytics platforms to stay ahead in a highly competitive market.

The growing adoption of cloud-based analytics solutions is also contributing to market expansion. Cloud deployment offers scalability, flexibility, and cost-effectiveness, making it accessible for both large enterprises and smaller gaming studios. This shift enables real-time data processing and insights, facilitating agile decision-making for campaign optimization. Moreover, the rise of cross-platform gaming and the proliferation of mobile devices are expanding the reach of in-game advertising, further driving demand for advanced analytics tools. The ability to seamlessly integrate analytics across different game types and platforms is becoming a critical success factor, prompting vendors to innovate continuously and offer more comprehensive solutions.

Regionally, North America currently dominates the AI-Powered In-Game Advertising Analytics market, accounting for the largest share in 2024, followed closely by Europe and Asia Pacific. The presence of leading gaming companies, a mature digital advertising ecosystem, and high consumer spending on games are key factors supporting North America’s leadership. However, Asia Pacific is projected to witness the highest CAGR during the forecast period, driven by the rapid expansion of the gaming industry in countries such as China, Japan, and South Korea. Latin America and the Middle East & Africa are also emerging as attractive markets, supported by increasing smartphone penetration and growing interest in digital gaming. Each region presents unique opportunities and challenges, requiring tailored strategies for market entry and growth.

Component Analysis

The AI-Powered In-Game Advertising Analytics market is segmented by component into software and services, each playing a pivotal role in the ecosystem. Software solutions form the backbone of the market, encompassing advanced analytics platforms powered by AI algorithms that process in-game data to deliver actionable insights. These platforms are