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.

• 500M B2B Contacts • 35M Companies • 20+ Data Points to Filter Your Leads • 100M+ Contact Direct Dial and Mobile Number • Lifetime Support Until You 100% Satisfied

We are the Best b2b database providers for high-performance sales teams. If you get a fake by any chance, you have nothing to do with them. Nothing is more frustrating than receiving useless data for which you have paid money.

Every 15 days, our devoted team updates our b2b leads database. In addition, we are always available to assist our clients with whatever data they are working with in order to ensure that our service meets their needs. We keep an eye on our b2b contact database to keep you informed and provide any assistance you require.

With our simple-to-use system and up-to-date B2B contact list, we hope to make your job easier. You’ll be able to filter your data at Lfbbd based on the industry you work in. For example, you can choose from real estate companies or just simply tap into the healthcare business. Our database is updated on a regular basis, and you will receive contact information as soon as possible.

Use our information to quickly locate new business clients, competitors, and suppliers. We’ve got your back, no matter what precise requirements you have.

We have over 500 million business-to-business contacts that you may segment based on your marketing and commercial goals. We don’t stop there; we’re always gathering leads from the right tool so you can reach out to a big database of your clients without worrying about email constraints.

Thanks to our database, you may create your own campaign and send as many email or automated messages as you want. We collect the most viable b2b database to help you go a long way, as we seek to increase your business and enhance your sales.

The majority of our clients choose us since we have competitive costs when compared to others. In this digital era, marketing is more advanced, and customers are less willing to pay more for a service that produces poor results.

That’s why we’ve devised the most effective b2b database strategy for your company. You can also tailor your database and pricing to meet your specific business requirements.

• Connect directly with the right decision-makers, using the most accurate database of emails and direct dials. Build a clean prospecting list that you can plug into your sales tools and generate new leads from, right away • Over 500 million business contacts worldwide. • You could filter your targeted leads by 20+ criteria including job title, industry, location, Revenue, Technology, and more. • Find the email addresses of the professionals you want to contact one by one or in bulk.

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

Elevate B2B outreach with DataCaptive's precise 98M+ geo-targeted B2B contact data. Unlock growth opportunities effortlessly.

The authors applied a survey to 1049 sales representatives selected using the random sampling method, working full-time in the field of B2B marketing in different sectors, which are considered boundary-spanning personnel in the literature, working in different provinces of Turkey. The scales used in the study were used in previous studies and their reliability and validity were tested and they were found to be within the acceptable range. Analysis of the data of the study was carried out using the AMOS statistical analysis program.

Salutary Data is a boutique, B2B contact and company data provider that's committed to delivering high quality data for sales intelligence, lead generation, marketing, recruiting / HR, identity resolution, and ML / AI. Our database currently consists of 148MM+ highly curated B2B Contacts ( US only), along with over 4M+ companies, and is updated regularly to ensure we have the most up-to-date information.

We can enrich your in-house data ( CRM Enrichment, Lead Enrichment, etc.) and provide you with a custom dataset ( such as a lead list) tailored to your target audience specifications and data use-case. We also support large-scale data licensing to software providers and agencies that intend to redistribute our data to their customers and end-users.

What makes Salutary unique? - We offer our clients a truly unique, one-stop aggregation of the best-of-breed quality data sources. Our supplier network consists of numerous, established high quality suppliers that are rigorously vetted. - We leverage third party verification vendors to ensure phone numbers and emails are accurate and connect to the right person. Additionally, we deploy automated and manual verification techniques to ensure we have the latest job information for contacts. - We're reasonably priced and easy to work with.

Products: API Suite Web UI Full and Custom Data Feeds

Services: Data Enrichment - We assess the fill rate gaps and profile your customer file for the purpose of appending fields, updating information, and/or rendering net new “look alike” prospects for your campaigns. ABM Match & Append - Send us your domain or other company related files, and we’ll match your Account Based Marketing targets and provide you with B2B contacts to campaign. Optionally throw in your suppression file to avoid any redundant records. Verification (“Cleaning/Hygiene”) Services - Address the 2% per month aging issue on contact records! We will identify duplicate records, contacts no longer at the company, rid your email hard bounces, and update/replace titles or phones. This is right up our alley and levers our existing internal and external processes and systems.

In 2023, an estimated ** percent of B2B sales were expected to be generated digitally. In 2020, the figure was **** percent. Whether the purchase transaction is finalized online or not, online channels have gained relevance in the B2B customer journey. In the United States, *** in ***** buyers use search engines for product discovery, and **** of them browse online marketplaces. From product discovery to a revenue source Digital channels are going to be a key source of revenue for B2B companies based in the United States. By 2025, ** percent of their revenue is expected to be generated online. Four years prior, the figure stood at ** percent. As far as online channels are concerned, the use of third-party platforms is still limited in the B2B segment. In 2022, ** percent of B2B organizations still invested in their website to sell their products and services. UX has yet to improve Poor user experience is one of the factors that pulls back B2B e-commerce growth – not just in the United States. In a survey investigating customer satisfaction worldwide, **** percent of B2B buyers stated they had a very negative experience and another **** percent of them had a somewhat negative experience when completing a purchase on a B2B e-commerce site.

The source forecast that, in 2023, the business-to-business (B2B) spending on marketing technology in the United States will surpass *** billion U.S. dollars, up from about *** billion dollars a year earlier – an annual growth rate of an estimated **** percent. Additionally, the source projected that the value will increase by nearly ** percent to over *** billion dollars in 2024.

As of August 2024, approximately ** percent of business-to-business (B2B) content marketers surveyed worldwide (but predominantly based in North America) said their organizations used social media platforms organically to distribute content during the 12 months preceding the survey. A blog on a corporate website and an email newsletter followed, respectively, mentioned by ** and ** percent of the participants. According to the same study, around ** percent of B2B marketers anticipated a rise in investments in AI-powered content optimization and creation.

With 56 Million Businesses in the United States of America, Techsalerator has access to the highest B2B count of Data/ Business Data in the country.

Thanks to our unique tools and large data specialist team, we are able to select the ideal targeted dataset based on the unique elements such as sales volume of a company, the company's location, no. of employees etc...

Whether you are looking for an entire fill install, access to our API's or if you are just looking for a one-time targeted purchase, get in touch with our company and we will fulfill your international data need.

We cover all states and cities in the country : Example covered.

All states :

Alabama Alaska Arizona Arkansas California Colorado Connecticut Delaware Florida Georgia Hawaii Idaho IllinoisIndiana Iowa Kansas Kentucky Louisiana Maine Maryland Massachusetts Michigan Minnesota Mississippi Missouri MontanaNebraska Nevada New Hampshire New Jersey New Mexico New York North Carolina North Dakota Ohio Oklahoma Oregon PennsylvaniaRhode Island South Carolina South Dakota Tennessee Texas Utah Vermont Virginia Washington West Virginia Wisconsin Wyoming

A few cities : New York City NY Los Angeles CA Chicago IL Houston TX Phoenix AZ Philadelphia PA San Antonio TX San Diego CA Dallas TX Austin TX San Jose CA Fort Worth TX Jacksonville FL Columbus OH Charlotte NC Indianapolis IN San Francisco CA Seattle WA Denver CO Washington DC Boston MA El Paso TX Nashville TN Oklahoma City OK Las Vegas NV Detroit MI Portland OR Memphis TN Louisville KY Milwaukee WI Baltimore MD Albuquerque NM Tucson AZ Mesa AZ Fresno CA Sacramento CA Atlanta GA Kansas City MO Colorado Springs CO Raleigh NC Omaha NE Miami FL Long Beach CA Virginia Beach VA Oakland CA Minneapolis MN Tampa FL Tulsa OK Arlington TX Wichita KS Bakersfield CA Aurora CO New Orleans LA Cleveland OH Anaheim CA Henderson NV Honolulu HI Riverside CA Santa Ana CA Corpus Christi TX Lexington KY San Juan PR Stockton CA St. Paul MN Cincinnati OH Greensboro NC Pittsburgh PA Irvine CA St. Louis MO Lincoln NE Orlando FL Durham NC Plano TX Anchorage AK Newark NJ Chula Vista CA Fort Wayne IN Chandler AZ Toledo OH St. Petersburg FL Reno NV Laredo TX Scottsdale AZ North Las Vegas NV Lubbock TX Madison WI Gilbert AZ Jersey City NJ Glendale AZ Buffalo NY Winston-Salem NC Chesapeake VA Fremont CA Norfolk VA Irving TX Garland TX Paradise NV Arlington VA Richmond VA Hialeah FL Boise ID Spokane WA Frisco TX Moreno Valley CA Tacoma WA Fontana CA Modesto CA Baton Rouge LA Port St. Lucie FL San Bernardino CA McKinney TX Fayetteville NC Santa Clarita CA Des Moines IA Oxnard CA Birmingham AL Spring Valley NV Huntsville AL Rochester NY Cape Coral FL Tempe AZ Grand Rapids MI Yonkers NY Overland Park KS Salt Lake City UT Amarillo TX Augusta GA Columbus GA Tallahassee FL Montgomery AL Huntington Beach CA Akron OH Little Rock AR Glendale CA Grand Prairie TX Aurora IL Sunrise Manor NV Ontario CA Sioux Falls SD Knoxville TN Vancouver WA Mobile AL Worcester MA Chattanooga TN Brownsville TX Peoria AZ Fort Lauderdale FL Shreveport LA Newport News VA Providence RI Elk Grove CA Rancho Cucamonga CA Salem OR Pembroke Pines FL Santa Rosa CA Eugene OR Oceanside CA Cary NC Fort Collins CO Corona CA Enterprise NV Garden Grove CA Springfield MO Clarksville TN Bayamon PR Lakewood CO Alexandria VA Hayward CA Murfreesboro TN Killeen TX Hollywood FL Lancaster CA Salinas CA Jackson MS Midland TX Macon County GA Kansas City KS Palmdale CA Sunnyvale CA Springfield MA Escondido CA Pomona CA Bellevue WA Surprise AZ Naperville IL Pasadena TX Denton TX Roseville CA Joliet IL Thornton CO McAllen TX Paterson NJ Rockford IL Carrollton TX Bridgeport CT Miramar FL Round Rock TX Metairie LA Olathe KS Waco TX

Explore our vast selection of 55M+ globally targeted B2B email lists for effective marketing. Purchase high-quality email lists to enhance your outreach strategy.

The B2B Information Services market is experiencing robust growth, with a market size of $106 million in 2025 and a projected Compound Annual Growth Rate (CAGR) of 14.3% from 2025 to 2033. This expansion is driven by several key factors. Firstly, the increasing reliance of businesses on data-driven decision-making fuels demand for comprehensive and reliable information across diverse sectors. The finance, energy, medical and healthcare, and legal and tax industries are particularly significant consumers, leveraging these services for market research, risk assessment, regulatory compliance, and strategic planning. Secondly, technological advancements, such as the rise of big data analytics and AI-powered insights platforms, are enhancing the value and accessibility of B2B information services. This allows for more sophisticated analysis and more effective strategic decision-making. Finally, the growing globalization of businesses necessitates access to accurate and timely global market intelligence, further boosting demand. The market is segmented by type (Professional Publishing, Joint Information, Consultation Service) and application (Finance, Energy, Medical and Healthcare, Legal and Tax, Others), offering diverse solutions catering to specific industry needs. Major players like Bloomberg, Thomson Reuters, and Wolters Kluwer are at the forefront, driving innovation and competition within the market. The continued growth trajectory is expected to be influenced by factors such as increased investments in research and development within the information services sector, leading to innovative product offerings. However, challenges remain. Data security and privacy concerns are paramount and require robust solutions from providers. Additionally, maintaining the accuracy and reliability of the information provided is critical for maintaining client trust. Competition is fierce, and providers must continuously differentiate their offerings through superior data quality, insightful analytics, and user-friendly platforms. The geographical distribution of the market is broad, with North America and Europe currently holding significant market share, but growth opportunities exist in rapidly developing economies in Asia-Pacific and other regions, promising further market expansion in the coming years.

B2B Information Services Market size was valued at USD 900.02 Million in 2023 and is projected to reach USD 1238.91 Million by 2030, growing at a CAGR of 6.6% during the forecast period 2024-2030.

Global B2B Information Services Market Drivers

The market drivers for the B2B Information Services Market can be influenced by various factors. These may include:

Digital Transformation: One important factor is the continuous digital transformation that is occurring across sectors. In order to simplify operations, businesses are depending more and more on digital platforms and technologies, and B2B information services are essential for supplying the data and insights that are required.

Data analytics and business intelligence: The need for B2B information services has increased due to the growing significance of data-driven decision-making. Businesses are looking for business intelligence and advanced analytics technologies to help them glean insights from massive amounts of data.

Globalisation of Businesses: As companies grow internationally, they need to have precise and thorough knowledge of foreign markets, laws, and rivals. Global coverage B2B information services are highly sought after.

Regulatory Compliance: Organisations must be up to date on compliance obligations due to the constantly shifting regulatory environment. Organisations can better manage complicated compliance challenges by using B2B information services that offer current regulatory information.

Risk Management: Effective risk management is a growing area of concern for businesses. To help businesses reduce operational risks, B2B information services that include risk assessment, market knowledge, and assistance with due diligence are crucial.

Artificial Intelligence and Machine Learning: By incorporating cutting-edge technologies like AI and machine learning into business-to-business information services, businesses can improve their capacity for data analysis, trend prediction, and automated decision-making.

Industry-specific Solutions: Customised B2B information services are becoming more and more popular. Examples of these include healthcare, banking, and manufacturing. These sector-specific solutions assist corporate strategies and offer focused insights.

Demand for Real-time Information: As corporate processes move more quickly, there is an increasing need for real-time information. The value of B2B information services that can provide pertinent and timely data is growing.

Cybersecurity Concerns: Businesses are being increasingly watchful of cybersecurity as cyber threats continue to change. Organisations need B2B information services that provide cybersecurity intelligence and threat assessments in order to safeguard their digital assets.

Economic and Market Trends: The requirement for ongoing observation of economic indicators and market trends stems from variations in the global economy and market dynamics. Businesses are assisted in making wise decisions by B2B information services that offer insights into these variables.

B2B Data Exchange Market Outlook

The global B2B data exchange market size is projected to experience robust growth with a Compound Annual Growth Rate (CAGR) of 12.3% from 2024 to 2032. In 2023, the market size was valued at approximately $3.5 billion and is anticipated to reach around $8.9 billion by 2032. This remarkable growth is chiefly driven by the increasing demand for efficient data management solutions, digital transformation initiatives across various industries, and the growing need for seamless data integration among businesses.

One of the primary growth factors in the B2B data exchange market is the rapid digital transformation observed across industries. Companies are increasingly adopting advanced technologies such as Artificial Intelligence (AI), Machine Learning (ML), and the Internet of Things (IoT) to enhance operational efficiency and drive innovation. These technologies generate vast amounts of data, necessitating robust data exchange solutions to ensure the seamless flow of information. This trend is particularly pronounced in sectors like BFSI and Healthcare, where real-time data exchange is critical for decision-making processes and operational efficiency.

Another significant factor propelling the market growth is the increasing need for regulatory compliance and data governance. As businesses handle vast amounts of sensitive data, ensuring compliance with regulations such as GDPR, HIPAA, and CCPA becomes imperative. B2B data exchange solutions help organizations manage and secure their data, ensuring compliance while facilitating efficient data sharing. This is particularly vital in industries like Healthcare and BFSI, where data breaches can have severe legal and financial repercussions.

The proliferation of cloud computing is also a key driver for the B2B data exchange market. Cloud-based solutions offer scalability, flexibility, and cost-efficiency, making them an attractive option for businesses of all sizes. The increased adoption of cloud services has led to a surge in demand for cloud-based data exchange solutions, enabling seamless data integration and collaboration among enterprises. This trend is expected to continue, further driving market growth in the forecast period.

The B2B market landscape is evolving rapidly, with businesses increasingly recognizing the importance of establishing strong partnerships and collaborations. This shift is largely driven by the need to streamline operations, reduce costs, and enhance customer satisfaction. By leveraging B2B data exchange solutions, companies can efficiently share information, coordinate activities, and align strategies with their partners. This collaborative approach not only fosters innovation but also enables businesses to respond more effectively to market demands and challenges. As the B2B ecosystem continues to expand, the demand for robust data exchange solutions that facilitate seamless communication and integration is expected to grow significantly.

Regionally, North America holds a significant share in the B2B data exchange market, driven by the presence of major technology providers and early adopters of advanced data management solutions. The regionÂ’s strong focus on data security and regulatory compliance further boosts market growth. Meanwhile, the Asia Pacific region is expected to witness the highest growth rate, fueled by rapid digitalization, expanding industrial base, and increasing investments in technology infrastructure.

Component Analysis

The B2B data exchange market is segmented into software and services based on components. The software segment encompasses various solutions like data integration, data management platforms, and middleware, which are crucial for facilitating seamless data exchange between businesses. These software solutions play a pivotal role in ensuring data accuracy, consistency, and security, making them indispensable in the data exchange ecosystem. As businesses increasingly rely on data-driven decision-making, the demand for robust software solutions continues to rise, driving growth in this segment.

The services segment includes consulting, implementation, and managed services. Consulting services help businesses design and implement effective data exchange strategies, ensuring alignment with their operational goals and regulatory requirements. Implementation services facilitate the deployment of data exchange solutions, ensuring seamless integration with existing systems. Managed

Global B2B payments platform market worth at $4.81 Billion in 2024, is expected to surpass $18.43 Billion by 2034, a CAGR of 14.38% from 2025 to 2034.

The B2B data enrichment tool market is experiencing robust growth, driven by the increasing need for businesses to improve the accuracy and completeness of their customer data. This market, estimated at $5 billion in 2025, is projected to experience a Compound Annual Growth Rate (CAGR) of 15% from 2025 to 2033, reaching approximately $15 billion by 2033. This expansion is fueled by several key factors. Firstly, the rising adoption of marketing automation and CRM systems necessitates high-quality data to maximize their effectiveness. Secondly, the growing importance of data-driven decision-making across all business functions demands more comprehensive and accurate customer profiles. Thirdly, evolving privacy regulations are pushing companies towards compliant data enrichment practices, leading to greater investment in these tools. The market is segmented by application (SMEs and large enterprises) and data type (contact, company, technographic, intent, and others). Large enterprises currently dominate the market share due to their greater resources and data needs, but the SME segment is poised for significant growth due to increasing affordability and accessibility of these tools. Geographic distribution shows a strong concentration in North America and Europe, with rapidly expanding markets in Asia-Pacific, driven by the increasing digital adoption and economic growth in key regions like India and China. The competitive landscape is highly fragmented, with a multitude of vendors offering varying levels of functionality and pricing. Established players like ZoomInfo, Clearbit, and Cognism compete with emerging companies and niche providers, leading to a dynamic and innovative environment. The trend towards AI-powered enrichment tools is gaining traction, offering improved accuracy and automation. However, challenges remain, such as data quality issues, ensuring data privacy compliance, and managing the cost of data acquisition and enrichment. The market's future growth will likely depend on addressing these challenges and effectively leveraging technological advancements to improve data quality and integrate seamlessly with existing business workflows. Continued innovation in areas such as predictive analytics and AI-powered data enrichment will likely shape the trajectory of the market in the coming years.

B2B E-Commerce Market is Segmented by Channel (Direct Sales, Marketplace Sales), Transaction Model (Domestic, Cross-Border), Payment Method (Bank Transfers and ACH, and More), Industry Vertical (Manufacturing, Retail and Wholesale, and More), and by Geography. The Market Forecasts are Provided in Terms of Value (USD).

Techsalerator Covers all firmographic fields of companies and businesses ( B2B) in Luxemburg( Business/Company Data) in its Luxemburg B2B Database.

For more information on this dataset, please contact us at info@techsalerator.com or via https://www.techsalerator.com/contact-us

We can select the Perfect set based on location, revenue, number of employees, revenue, years in business as well as 40 other fields.

We cover all the following elements on the businesses + 200 more fields :

UniqueID UniversalPublicationId CompanyName TradeName DirectoryName Address1 Address2 PostCode City CityCode Province ProvinceCode Region RegionCode Country CountryCode Language PhoneOrMobile Phone DNCMPhone Fax Mobile DNCMMobile Email Website WebDomain WebSocialMedialinksFacebook WebSocialMedialinksTwitter GenericLinlkedInLink WebsiteIpAddress NationalID NationalIdentificationTypeCode NationalIdentificationTypeCodeDescription NationalIDIsVat PrimaryLocalActivityCode LocalActivityTypeCode MarketabilityIndicator YearStarted NumberOfFamilyMembers CEOName CEOTitle CEOFirstName CEOLastName CEOGender CEOLanguage EmployeesHereReliabilityCode EmployeesHereReliabilityCodeDescription EmployeesTotalReliabilityCode EmployeesTotalReliabilityCodeDescription EmployeesHere EmployeesTotal ImportExportAgentCode ImportExportAgentCodeDescription LegalStatusCode LegalStatusCodeDescription StatusCode StatusCodeDescription SalesVolume Currency SalesVolumeDollars SalesVolumeEuros SalesVolumeReliabilityCode

B2B Buyer Intent Data Tools Market was valued at USD 2.3 Billion in 2023 and is projected to reach USD 6.5 Billion by 2031, growing at a CAGR of 6.5% from 2023 to 2031.

B2B Buyer Intent Data Tools Market: Definition/ Overview

B2B buyer intent data solutions are analytics platforms that enable firms to monitor and analyze potential buyers’ behaviors and interactions across several digital channels. By offering insights into what prospects are studying or engaging with, these technologies help businesses identify leads who are more likely to convert. B2B buyer intent data technologies are used for lead scoring, targeted marketing campaigns, and personalized outreach methods. They enable sales and marketing teams to rank leads based on their level of interest and intent, resulting in more efficient resource allocation and engagement. The future of B2B buyer intent data tools is hopeful, with advances in artificial intelligence and machine learning expected to improve data analysis capabilities. Businesses continue to seek deeper insights into buyer behavior.

🌍 Global B2B Person Dataset | 755M+ LinkedIn Profiles | Verified & Bi-Weekly Updated Access the world’s most comprehensive professional dataset, enriched with over 755 million LinkedIn profiles. The Forager.ai Global B2B Person Dataset delivers work-verified professional contacts with 95%+ accuracy, refreshed every two weeks. Ideal for recruitment, sales, research, and talent mapping, it provides direct access to decision-makers, specialists, and executives across industries and geographies.

Dataset Features Full Name & Job Title: Up-to-date first/last name with current professional role.

Emails & Phone Numbers: AI-validated work and personal email addresses, plus mobile numbers.

Company Info: Current employer name, industry, and company size (employee count).

Career History: Detailed work history with job titles, durations, and role progressions.

Skills & Endorsements: Extracted from public LinkedIn profiles.

Education & Certifications: Universities, degrees, and professional certifications.

Location & LinkedIn URL: City, country, and direct link to public LinkedIn profile.

Distribution Data Volume: 755M+ total profiles, with 270M+ containing full contact information.

Formats Available: CSV, JSON via S3 or Snowflake; API for real-time access.

Access Methods: REST API, Enrichment API (lookup), full dataset delivery, or custom solutions.

Usage This dataset is ideal for a variety of applications:

Executive Recruitment: Source passive talent, build role-based maps, and assess mobility.

Sales Intelligence: Find decision-makers, personalize outreach, and trigger campaigns on job changes.

Market Research: Understand talent concentration by company, geography, and skill set.

Partnership Development: Identify key stakeholders in target firms for business development.

Talent Mapping & Strategic Hiring: Build full organizational charts and skill distribution heatmaps.

Coverage Geographic Coverage: Global – including North America, EMEA, LATAM, and APAC.

Time Range: Continuously updated; profiles refreshed bi-weekly.

Demographics: Cross-industry coverage of seniority levels from entry-level to C-suite, across all sectors.

License CUSTOM

Who Can Use It Recruiters & Staffing Firms: For building target lists and sourcing niche talent.

Sales & RevOps Teams: For targeting by department, title, or decision-making authority.

VCs & PE Firms: To assess leadership teams and monitor executive movement.

Data Scientists & Analysts: To train models for job mobility, hiring trends, or org structure prediction.

B2B Platforms: For enriching internal databases and powering account-based marketing (ABM).