As of 2020, 40 percent of surveyed business-to-business (B2B) technology vendors work with an intent data provider, and 35 percent said they did not. Intent data providers collect data about business users' online behaviour that provides insight into their purchase intent.

Unlock business growth with our B2B Database - 2 billion industry contacts! Purchase targeted email leads for effective marketing. Boost your success now!

Empower Your Business With Professional Data Licensing Services

Discover a 360-Degree View of Worldwide Solution Buyers and Their Needs Leverage over 70 insights that will help you make better decisions to manage your sales pipeline, target key accounts with customized messaging, and focus your sales and marketing efforts:

Here are some of the types of Insights, our data licensing services can provide are:

Technology Insights: Discover companies’ technology preferences, including their tech stack for essential investments such as CRM systems, marketing and sales automation, email security and hosting, data analytics, and cloud security and providers.

Departmental Roles and Openings: Access real-time data on the number of roles and job openings across various departments, including IT, Development, Security, Marketing, Sales, and Customer Success. This information helps you gauge the company’s growth trajectory and possible needs.

Funding Insights: Keep updated of the latest funding, dates, types, and lead investors, providing you with a clear understanding of a company’s potential for growth investments.

Mobile Application Insights: Find out if the company has a mobile app or web app, enabling you to tailor your pitch effectively.

Website traffic and advertising spend metrics: Customers can leverage website traffic and advertising data to gain insights into competitor performance, allowing them to refine their marketing strategies and optimize ad spending.

Access unlimited data and improve conversation by 3X

• Leverage the data for your Account-Based Marketing (ABM) strategy

• Leverage ICP (industry, company size, location etc) to identify high- potential Accounts.

• Utilize GTM strategies to deliver personalized marketing experiences through
  Multi-channel outreach (email, Cell, social media) that resonate with the target audience.

Who can leverage our Data:

B2B marketing Teams- Increase marketing leads and enhance conversions.

B2B sales teams- Build a stronger pipeline and increase your deal wins.

Talent sourcing/Staffing companies- Leverage our data to identify and engage top talent, streamlining your recruitment process and finding the best candidates faster.

Research companies/Investors- Insights into the financial investments received by a company, including funding rounds, amounts, and investor details.

Technology companies: Leverage our Technographic data to reveal the technology stack and tools used by companies, helping tailor marketing and sales efforts.

Data Source:

The Database, sourced through multiple sources and validated using proprietary methods on an ongoing basis, is highly customizable. It contains parameters such as employee size, job title, domain, industry, Technography, Ad spends, Funding data, and more, which can be tailored to create segments that perfectly align with your targeting needs. That is exactly why our Database is perfect for licensing!

FAQs

1. Can licensed data be resold or redistributed? Answer: No, The customer shall not, directly or indirectly, sell, distribute, license, or otherwise make available the licensed data to any third party that intends to resell, sublicense, or redistribute the data. The Customer must take reasonable steps to ensure that any recipient of the licensed data is using it for internal purposes only and not for resale or redistribution. Any breach of this provision shall be considered a material breach of this Order Form and may result in the immediate termination of the Customer's rights under this agreement, as well as any applicable remedies available under law.

2. What is the duration of the data license and usage terms? Answer: The data license is valid for 12 months (1 year) for unlimited usage. Customers also have the option to license the data for multiple years. At the end of the first year, Customers can renew the license to maintain continued access.

3. What happens if the customer misuses the data? Answer: The data can be used without limits for a period of one year or multiple years (depending on the contract tenure); however, Thomson Data actively monitors its usage. If any unusual activity is detected, Thomson Data reserves the right to terminate the account.

4. How frequently is the data updated? Answer: The data is updated on a quarterly basis and fresh records added on a monthly basis

5. What is the accuracy rate of the data? Answer: Customers can expect 90% accuracy for all data points, with email accuracy ranging between 85% and 90%. Cell phone data accuracy is around 80%.

6. What types of information are included in the data? Answer: Thomson Data provides over 70+ data points, including contact details (name, job title, LinkedIn profile, cell number, email address, education, certifications, work experience, etc.), company information, department/team sizes, SIC and NAICS codes, industry classification, technographic detai...

Big Data in Automotive Industry Insights and It is Segmented by Application (Product Development, Supply Chain and Manufacturing, OEM Warranty and Aftersales/Dealers, Connected Vehicle and Intelligent Transportation, and Sales, Marketing, and Other Applications) and Geography (North America, Europe, Asia-Pacific, and Rest of the World). The Market Sizes and Forecasts are Provided in Terms of Value (USD) for all the Above Segments.

Success.ai’s Healthcare Marketing Data API empowers pharmaceutical firms, medical equipment suppliers, healthcare recruiters, and service providers to effectively connect with a broad network of health professionals. Covering roles such as physicians, nurses, hospital administrators, and specialized practitioners, this API delivers verified contact details, professional insights, and continuously updated data to ensure your outreach and engagement strategies remain compliant, accurate, and impactful.

With our AI-validated data and Best Price Guarantee, Success.ai’s Healthcare Marketing Data API is the vital tool you need to navigate complex healthcare markets, foster stronger professional relationships, and drive measurable growth.

Why Choose Success.ai’s Healthcare Marketing Data API?

1. Verified and Compliant Healthcare Professional Contacts

   • Access verified work emails, phone numbers, and LinkedIn profiles of healthcare professionals worldwide.
   • AI-driven validation ensures 99% accuracy, improving engagement and reducing wasted effort.

2. Comprehensive Global Coverage

   • Includes profiles from diverse healthcare systems, institutions, and roles spanning North America, Europe, Asia-Pacific, and beyond.
   • Confidently scale your campaigns and discover new market segments supported by reliable, current data.

3. Continuously Updated and Accurate

   • Receive real-time data updates that keep pace with changing roles, institutional affiliations, and healthcare trends.
   • Adapt swiftly to evolving market conditions, product launches, or strategic priorities without data decay.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible, lawful data usage and protecting brand integrity.

Data Highlights:

• Verified Healthcare Professional Profiles: Engage with a broad range of medical practitioners, administrators, and clinical experts.
• Professional Histories and Specializations: Understand each professional’s background, affiliations, and areas of expertise for more relevant outreach.
• Real-Time Updates: Continually refreshed data ensures you’re always aligned with current organizational structures and regulatory shifts.
• Best Price Guarantee: Achieve maximum ROI and cost-efficiency in your healthcare outreach efforts.

Key Features of the Healthcare Marketing Data API:

1. On-Demand Data Enrichment

   • Enhance CRM systems or marketing automation tools with verified contact details, reducing manual data imports and guesswork.
   • Maintain data hygiene and streamline workflows, freeing resources for strategic initiatives.

2. Advanced Filtering and Segmentation

   • Query the API by specialty, geographic location, institution type, or professional roles.
   • Align campaigns with specific market needs, addressing distinct therapeutic areas or product categories.

3. Real-Time Validation and Reliability

   • Leverage AI-powered validation processes for exceptional data integrity and relevance.
   • Minimize bounce rates, improve response rates, and ensure your messaging resonates with healthcare audiences.

4. Scalable and Flexible Integration

   • Easily integrate the API into existing systems, analytics platforms, or recruitment tools.
   • Adjust parameters as goals evolve, ensuring long-term adaptability and continuous alignment with strategic priorities.

Strategic Use Cases:

1. Pharmaceutical Sales and Detailing

   • Identify and engage key physicians, KOLs (Key Opinion Leaders), and hospital administrators essential to product adoption.
   • Personalize outreach to highlight product benefits, addressing each professional’s unique clinical interests.

2. Medical Device and Equipment Marketing

   • Connect with biomedical engineers, procurement managers, and clinical directors who influence device selection.
   • Tailor messaging and solutions based on institutional goals, patient demographics, and treatment pathways.

3. Healthcare Recruiting and Staffing

   • Source qualified candidates for healthcare roles, from specialized surgeons to administrative leaders.
   • Rapidly fill critical positions, ensuring patient care quality and maintaining operational efficiency.

4. Market Research and Competitive Analysis

   • Analyze healthcare trends, treatment patterns, and institutional affiliations to refine product roadmaps and go-to-market strategies.
   • Benchmark against competitors to identify growth opportunities, innovative service lines, and unmet clinical needs.

Why Choose Success.ai?

1. Best Price Guarantee

   • Access top-quality healthcare marketing data at industry-leading prices, ensuring maximum ROI on your campaigns.

2. Seamless Integration

   • Incorporate the API into existing workflows, eliminating data silos and manual data management.

3. Data Accuracy with AI Validatio...

During a 2023 survey carried out among media strategists, planners and buyers from North America who worked on programmatic campaigns, respondents were asked to rank the importance of a range of factors influencing the choice of a third-party data provider. Audience size ranked first, having received 4.45 point on a scale from 1 to 5.

The Report Covers Virtual Data Room Providers and the Market is Segmented by Type (Software and Services), Organization Size (Small- and Medium-scale Organization and Large Organization), Business Function (Legal and Compliance, Financial Management, Intellectual Property Management, Sales and Marketing, and Other Business Functions), End-user Industry (BFSI, IT and Telecommunication, Healthcare, Government and Legal Services, and Other End-User Industries), and Geography (North America, Europe, Asia Pacific, Latin America, and Middle East and Africa). The market sizes and forecasts are provided in terms of value (USD million) for all the above segments.

Emotion Analytics Market Valuation – 2024-2031

Emotion Analytics Market is valued at USD 3.95 Billion in 2024 and is anticipated to reach USD 10.94 Billion by 2031, growing at a CAGR of 14.99% from 2024 to 2031.

Global Emotion Analytics Market Drivers

Increased Demand for Customer Insights: Businesses are increasingly seeking to understand customer emotions and preferences to improve their products, services, and marketing strategies.

Advancements in Artificial Intelligence and Machine Learning: The development of sophisticated algorithms and deep learning techniques has significantly enhanced the accuracy and efficiency of emotion recognition.

Growth of Social Media and Online Platforms: The vast amount of data generated on social media and other online platforms provides a rich source for emotion analysis.

Global Emotion Analytics Market Restraints

Data Privacy Concerns: The collection and analysis of personal data for emotion recognition raises concerns about privacy and ethical implications.

Accuracy and Reliability: While advancements in technology have improved the accuracy of emotion recognition, there are still limitations and challenges in ensuring reliable results across different contexts and individuals.

Success.ai’s Technographic Data for the North American IT Industry provides unparalleled visibility into the technology stacks, operational frameworks, and key decision-makers powering 30 million-plus businesses across the region’s tech landscape. From established software giants to emerging SaaS startups, this dataset offers verified contacts, firmographic details, and in-depth insights into each company’s technology adoption, infrastructure choices, and vendor partnerships.

Whether you’re aiming to personalize sales pitches, guide product roadmaps, or streamline account-based marketing efforts, Success.ai’s continuously updated and AI-validated data ensures you make data-driven decisions and achieve strategic growth, all backed by our Best Price Guarantee.

Why Choose Success.ai’s North American IT Technographic Data?

1. Comprehensive Technology Insights

   • Access detailed information on software stacks, cloud platforms, hosting providers, cybersecurity tools, CRM solutions, and more.
   • AI-driven validation ensures 99% accuracy, minimizing guesswork and empowering confident engagement with the right tech-focused audiences.

2. Regionally Tailored Focus

   • Includes profiles of IT businesses from Silicon Valley startups to East Coast analytics firms, covering major tech hubs and underserved markets alike.
   • Understand technology adoption patterns influenced by regional trends, regulatory environments, and innovation ecosystems unique to North America.

3. Continuously Updated Datasets

   • Real-time updates reflect emerging vendors, newly adopted tools, infrastructure upgrades, and shifts in IT leadership.
   • Stay aligned with evolving market conditions, competitive landscapes, and customer requirements.

4. Ethical and Compliant

   • Adheres to GDPR, CCPA, and other privacy regulations, ensuring responsible data usage and ethical outreach practices.

Data Highlights:

• 30M+ Verified Business Profiles: Gain insights into software companies, IT consultancies, data analytics providers, cloud integrators, and cybersecurity startups.
• Comprehensive Firmographics: Identify company sizes, revenue ranges, workforce composition, and operational footprints.
• Vendor and Stack Details: Understand which CRMs, ERPs, marketing automation tools, or development frameworks companies rely on.
• Verified Decision-Maker Contacts: Engage with CEOs, CTOs, CIOs, IT directors, DevOps managers, and product leads shaping procurement and integration strategies.

Key Features of the Dataset:

1. Technographic Decision-Maker Profiles

   • Identify and connect with executives, architects, and engineers overseeing vendor selection, digital transformation, and IT investments.
   • Target professionals who influence software procurement, SaaS migrations, and long-term technology roadmaps.

2. Advanced Filters for Precision Targeting

   • Refine outreach by technology categories, usage intensity, company size, region, or industry verticals.
   • Tailor campaigns to align with specific pain points, growth opportunities, or emerging tech trends like AI, IoT, or edge computing.

3. AI-Driven Enrichment

   • Profiles enriched with actionable data enable personalized messaging, highlight unique value propositions, and boost engagement with IT stakeholders.

Strategic Use Cases:

1. Sales and Account-Based Marketing

   • Present IT solutions, infrastructure services, or software licenses directly to companies with compatible tech stacks.
   • Identify warm leads who already use complementary tools, accelerating deal closures and improving conversion rates.

2. Product Development and Roadmap Planning

   • Analyze common technology adoption patterns, security tools, or workflow integrations to inform product enhancements.
   • Align feature sets with industry standards and emerging stacks, ensuring long-term relevance and customer satisfaction.

3. Competitive Analysis and Market Entry

   • Benchmark against leading IT providers, analyze technology maturity curves, and understand customer preferences for particular platforms.
   • Identify new markets or niches where your offering can fill technology gaps or improve operational efficiency.

4. Partnership and Ecosystem Building

   • Connect with partners offering complementary solutions, integration capabilities, or co-marketing opportunities.
   • Foster alliances with MSPs, VARs, or channel partners who can amplify distribution and support end-to-end solutions.

Why Choose Success.ai?

1. Best Price Guarantee

   • Gain access to premium-quality technographic data at competitive rates, ensuring high ROI for your sales, marketing, and product strategies.

2. Seamless Integration

   • Incorporate verified data into CRM systems, marketing automation platforms, or analytics dashboards via APIs or downloadable formats, streamlining workflows and decision-making.

3....

During a survey conducted in the United States in the first quarter of 2024 among marketers working at organizations running print marketing campaigns, 66 percent of respondents selected customer feedback as a primary source for first-party data for print vendors' personalized communications. Around 59 percent chose customer demographics.

McGRAW’s US B2B Data: Accurate, Reliable, and Market-Ready

Our B2B database delivers over 80 million verified contacts with 95%+ accuracy. Supported by in-house call centers, social media validation, and market research teams, we ensure that every record is fresh, reliable, and optimized for B2B outreach, lead generation, and advanced market insights.

Our B2B database is one of the most accurate and extensive datasets available, covering over 91 million business executives with a 95%+ accuracy guarantee. Designed for businesses that require the highest quality data, this database provides detailed, validated, and continuously updated information on decision-makers and industry influencers worldwide.

The B2B Database is meticulously curated to meet the needs of businesses seeking precise and actionable data. Our datasets are not only extensive but also rigorously validated and updated to ensure the highest level of accuracy and reliability.

Key Data Attributes:

• Personal Identifiers: First name, last name
• Professional Details: Title, direct dial numbers
• Business Information: Company name, address, phone number, fax number, website
• Company Metrics: Employee size, sales volume
• Technology Insights: Information on hardware and software usage across organizations
• Social Media Connections: LinkedIn, Facebook, and direct dial contacts
• Corporate Insights: Detailed company profiles

Unlike many providers that rely solely on third-party vendor files, McGRAW takes a hands-on approach to data validation. Our dedicated nearshore and offshore call centers engage directly with data before each delivery to ensure every record meets our high standards of accuracy and relevance.

In addition, our teams of social media validators, market researchers, and digital marketing specialists continuously refine and update records to maintain data freshness. Each dataset undergoes multiple verification checks using internal validation processes and third-party tools such as Fresh Address, BriteVerify, and Impressionwise to guarantee the highest data quality.

Additional Data Solutions and Services

• Data Enhancement: Email and LinkedIn appends, contact discovery across global roles and functions

• Business Verification: Real-time validation through call centers, social media, and market research

• Technology Insights: Detailed IT infrastructure reports, spending trends, and executive insights

• Healthcare Database: Access to over 80 million healthcare professionals and industry leaders

• Global Reach: US and international GDPR-compliant datasets, complete with email, postal, and phone contacts

• Email Broadcast Services: Full-service campaign execution, from testing to live deployment, with tracking of key engagement metrics such as opens and clicks

Many B2B data providers rely on vendor-contributed files without conducting the rigorous validation necessary to ensure accuracy. This often results in outdated and unreliable data that fails to meet the demands of a fast-moving business environment.

McGRAW takes a different approach. By owning and operating dedicated call centers, we directly verify and validate our data before delivery, ensuring that every record is up-to-date and ready to drive business success.

Through continuous validation, social media verification, and real-time updates, McGRAW provides a high-quality, dependable database for businesses that prioritize data integrity and performance. Our Global Business Executives database is the ideal solution for companies that need accurate, relevant, and market-ready data to fuel their strategies.

This dataset describes the data samples uploaded by the data providers to the REACH Data Catalogue for both OC1 and OC2.

In June 2024, there were 194 customer data platform (CDP) software vendors worldwide, up five percent compared to the value reported in December 2023. The same source estimated the value of the CDP industry at 2.4 billion U.S. dollars in 2024.

US Sales and Marketing Analytics Market is Segmented by Deployment (Cloud-based and On-Premise), Application (Online Marketing, Email Marketing, Social Media Marketing, Content Marketing, and Other Applications) and End-User (Retail, BFSI, Healthcare, Manufacturing, Travel and Hospitality, and Other End-Users). For each segment, the market sizing and forecast have been done based on the value (in USD million)

Digitalization of the selling process was the area most heavily invested in by B2B companies in Germany in the first quarter of 2023. Around 30 percent of companies invested in content marketing.
Importance of B2B investments
E-commerce is a fast-paced market, so companies must constantly invest to maximize their profits. Around 93 percent of B2B companies in Germany expected their online revenue to either stay stable or increase in the upcoming months. Therefore, it is logical that these companies are investing heavily in the digitalization of the selling process and social media, since a smoother customer experience often results in higher revenues. The main points of focus for B2B businesses when it came to investing in their online stores were SEO/SEA, relaunching/ replatforming, and product data maintenance. SEO and SEA are different methods of ensuring that a website scores higher in search engine results, so the customers easily find it. This is an important investment because more traffic on the website increases the chances of purchases being made, which, of course, leads to higher revenues.
Are marketplaces a must?
Traditionally, marketplaces were used to describe a square or area in which a market was held. Vendors would come and sell their merchandise together in different towns each day, providing the residents a one-stop shop to buy various necessities. Nowadays, marketplaces typically refer to online sites such as Amazon or eBay. The principle, however, is very similar to that of the traditional marketplace, with small and large companies all selling their products on the same site. Many people turn to websites such as these to find products they need, which means that companies who only sell products on their own site are missing out on this consumer base

The Big Data Engineering Services Market Report is Segmented by Type (Data Modelling, Data Quality, and Analytics), Business Function (Marketing and Sales, Finance, and HR), Organization Size (Small and Medium Enterprises and Large Enterprises), End-User Industry (BFSI, Manufacturing, and Government), and Geography (North America, Europe, Asia-Pacific, Latin America, and Middle East & Africa). The Market Sizes and Forecasts are Provided in Terms of Value (USD) for all the Above Segments.

The report covers Data as a Service Companies and it is Segmented by End User (BFSI, IT and Telecommunications, Government, Retail, Education, Oil and Gas, and Other End Users) and Geography (North America, Europe, Asia-Pacific, Latin America, and Middle East and Africa). The market sizes and forecasts are provided in terms of value (USD million) for all the above segments.

In an August 2019 survey of global marketing professionals, 80 percent of respondents said they trusted third party research from their vendors or partners. In-house data provided by their research teams was the second most trusted source among surveyed marketers.

Percentage of flights arriving on-time. A flight is on-time if it arrives within 15 minutes of the schedule arrival time. Data are available for those carriers that had at least 1% of domestic enplanements in the previous year. The last 25 months of data include only carriers that reported in each of the last 25 months to retain comparability. Earlier data includes all reporting carriers. A scheduled operation consists of any nonstop segment of a flight. The Bureau of Transportation Statistics air collects performance data from U.S. air carriers and international carriers operating within the U.S.

The bulk email extractor market is experiencing robust growth, driven by the increasing need for targeted marketing and lead generation across various industries. The market's expansion is fueled by the rising adoption of digital marketing strategies, the proliferation of online businesses requiring efficient lead nurturing, and the continuous development of sophisticated data extraction tools. While on-premises solutions still hold a segment of the market, cloud-based bulk email extractors are gaining significant traction due to their scalability, accessibility, and cost-effectiveness. Large enterprises are major consumers, leveraging these tools for extensive marketing campaigns and sales outreach, but the SME segment is also demonstrating strong growth as businesses of all sizes recognize the value of data-driven marketing. Competitive factors include pricing models, ease of use, data accuracy, and the compliance with data privacy regulations like GDPR. Geographic distribution shows a strong presence in North America and Europe, reflecting the higher adoption of digital marketing in these regions, although Asia-Pacific is emerging as a rapidly expanding market. The market's ongoing growth is, however, subject to certain restraints, including concerns about data privacy, the potential for inaccurate data extraction, and the ever-evolving landscape of email providers implementing anti-scraping measures. Future growth will depend on continued innovation within the technology, improved data accuracy, and increased user-friendliness, alongside clearer guidelines and regulations around data scraping to ensure ethical and legal compliance. The market is witnessing a surge in the development of AI-powered tools offering advanced features like email verification and lead scoring. These enhancements are further enhancing the appeal of bulk email extractors, improving efficiency and boosting ROI for marketing and sales teams. The increasing reliance on data-driven decision making across all business sectors underscores the ongoing need for robust and reliable email extraction tools. This presents significant opportunities for market players who can successfully navigate the regulatory environment and deliver innovative, high-quality solutions to a diverse range of clients. A conservative estimate of the market size in 2025, considering a moderate CAGR, would be approximately $2 billion, projecting to $3 billion by 2033, reflecting a compound annual growth rate of around 4%.