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.

Browse LSEG's Officers & Directors, discover our range of data, indices & benchmarks. Our Data Catalogue offers unrivalled data and delivery mechanisms.

The initial sample of this study covers the A-share companies listed on the Shanghai and Shenzhen stock exchanges during the period 2008-2021. We then screened and processed the initial sample data, including (a) Screening for companies with both RepRisk's ESG rating and Bloomberg's ESG rating. Specifically, the selection is based on samples with the same ISIN code and companies' English names in the Bloomberg and RepRisk lndex (RRI) databases. The ISIN code is a securities coding standard developed by the International Organization for Standardization (ISO) and is a unique code used to identify securities in each country or region around the world. We exclude samples that do not provide ISIN codes or have inconsistent English names. (b) We exclude observations with missing values for the main variables. (c) We exclude the ST, *ST and PT trading status samples during the observation period. Our final sample contains 1456 firm-year observations.The ESG disclosure score data and ESG performance score data required for the ESG-washing construction are respectively obtained from the Bloomberg database and the RepRisk Index (RRI) database of the Wharton Research Centre for Data Studies (WRDS). Positive media coverage data is sourced from the China Research Data Services Platform (CNRDS), while the instrumental variable (IV_population) is obtained from the EPS database and Juhe Data (https://www.gotohui.com/). Unless otherwise stated, all other data in this study are from the China Stock Market and Accounting Research (CSMAR) database.Data on executive company changes were collected manually by the authors back-to-back and independently. Then we compared and reconciled the data collected by each, and where there were discrepancies, we again collected and calibrated the data to maximize their reliability. We first obtained executive biographies from the CSMAR database, and the missing values were retrieved from Sina Finance ( https://finance.sina.com.cn/). Due to the unstructured nature of the resume data, we manually processed more than 30,000 resumes of executives to get the data of executives' company changes, based on which we calculated the per capita number of job hops of all executives in each company. The number of part-time jobs held by executives also reflects their pursuit of career changes and development, so in the robustness test the per capita mean of the number of part-time jobs held by executives is used as a proxy variable for careerist orientation. These data can be obtained directly from the CSMAR database.

Success.ai’s CEO Contact Data API empowers your organization to connect directly with top executives—CEOs, Founders, and Presidents—across industries and regions. With access to over 700 million verified global profiles, this API provides instant access to accurate, continuously updated contact details, ensuring every high-level outreach is both timely and effective.

By leveraging AI-validated accuracy and comprehensive professional data, you can confidently engage leaders who make critical decisions. Backed by our Best Price Guarantee, this solution is indispensable for executing strategic initiatives, forging influential partnerships, and accelerating your business growth.

Why Choose Success.ai’s CEO Contact Data API?

1. Verified Executive Contacts for Precision Engagement

   • Access verified work emails, phone numbers, and LinkedIn profiles of CEOs and top executives worldwide.
   • AI-driven validation ensures 99% accuracy, reducing data errors and maximizing response rates.

2. Comprehensive Global Reach

   • Includes executives from North America, Europe, Asia-Pacific, and other key markets.
   • Scale your campaigns and explore new geographic territories with the confidence that you’re reaching real decision-makers.

3. Continuously Updated and Real-Time Data

   • Receive ongoing updates that keep your CRM or marketing platforms enriched with the latest CEO contact details.
   • Adapt swiftly to evolving market conditions, product launches, or new partnership opportunities, ensuring your outreach remains impactful.

4. Ethical and Compliant

   • Fully adheres to GDPR, CCPA, and other global data privacy regulations, ensuring responsible and lawful data usage for all engagements.

Data Highlights:

• 700M+ Verified Global Profiles: Connect with top-level executives leading companies of all sizes and industries.
• AI-Validated Accuracy: Minimize bounce rates and improve engagement by reaching active, verified CEO contacts.
• Real-Time Updates: Always have the freshest data at your fingertips, no matter how fast the business landscape evolves.
• Global Coverage: Engage with influential leaders in established and emerging markets worldwide.

Key Features of the CEO Contact Data API:

1. Instant Data Enrichment

   • Enhance existing CRM records with verified CEO contact data, saving time and eliminating manual data updates.
   • Easily refine, expand, or refresh your lists to maintain a robust pipeline of strategic prospects.

2. Robust Filtering and Query Options

   • Query the API anytime to filter results by industry, region, or company size.
   • Focus on the leaders who best align with your target market, ensuring every outreach is strategic and relevant.

3. Continuous Validation and Accuracy

   • Depend on AI-driven verification to ensure your CEO contact data remains accurate and actionable.
   • Reduce wasted outreach and improve your team’s efficiency by targeting only verified, relevant contacts.

4. Scalable and Customizable Integrations

   • Seamlessly integrate the API into CRMs, marketing automation tools, or analytics platforms.
   • Tailor solutions to meet your evolving business needs as your priorities shift or your target markets expand.

Strategic Use Cases:

1. High-Level Sales and Partnerships

   • Equip sales teams with direct access to CEO-level contacts for faster, more meaningful conversations.
   • Identify and connect with key decision-makers to close high-value deals and foster long-term partnerships.

2. Executive-Level Marketing Campaigns

   • Launch targeted ABM (Account-Based Marketing) strategies by focusing on companies’ top executives.
   • Personalize messaging and content for maximum impact at the highest organizational tiers.

3. Market Research and Competitive Analysis

   • Leverage CEO-level insights to understand leadership changes, strategic directions, and industry trends.
   • Inform product roadmaps and market strategies based on executive perspectives and priorities.

4. Investor Relations and Funding Opportunities

   • Identify CEOs, Founders, and Presidents of startups and established firms who may be open to investment discussions.
   • Accelerate deal flow by engaging directly with leaders shaping corporate visions and value propositions.

Why Choose Success.ai?

1. Best Price Guarantee

   • Access premium-quality executive contact data at the most competitive prices, ensuring exceptional ROI for your outreach efforts.

2. Seamless Integration

   • Easily incorporate the API into existing workflows, eliminating data silos and reducing manual data management.

3. Data Accuracy with AI Validation

   • Depend on 99% accuracy to confidently guide decisions, refine targeting, and increase conversion rates.

4. Customizable and Scalable Solutions

   • Adapt datasets and filters to align with evolving business objective...

Comprehensive dataset containing 481 verified Database management company businesses in Brazil with complete contact information, ratings, reviews, and location data.

McGRAW’s US Business Executives database offers one of the most accurate and comprehensive B2B datasets available today, covering over 91 million business executives with a 95%+ coverage guarantee. Designed for businesses that require the highest quality data, our database provides detailed, validated, and regularly updated information on decision-makers and influencers across the globe.

Our data purchase options are flexible to fit the needs of various campaigns, whether for direct marketing, lead generation, or advanced market analysis.. With McGRAW, clients gain access to an exhaustive array of fields for each executive profile:

• Core Contact Details: First name, last name, job title, business name, business address, phone number, and business email.
• Company Insights: URL, company sales volume, employee size, SIC/NAICS codes, and industry descriptions.
• Additional Data: Fax numbers, industry-specific descriptors, and company domains.

Why McGRAW’s Data Stands Out

Many B2B data providers rely solely on vendor-contributed files, often bypassing the rigorous validation and verification essential in today’s fast-paced, data-driven environment. This leaves companies dependent on data that may lack accuracy and relevancy. At McGRAW, we’ve taken a different approach. We own and operate dedicated call centers both nearshore and offshore, allowing us to directly engage with our data prior to each delivery. This proactive touch ensures each record meets our high standards of accuracy and reliability.

In addition, our team of social media validators, market researchers, and digital marketing specialists continuously refines our data. They actively verify and update records, staying on top of changes to maintain a fresh and relevant dataset. Each delivery undergoes additional sampling and verification checks through both internal and third-party tools such as Fresh Address, BriteVerify, and Impressionwise to guarantee optimal data quality.

Why Choose McGRAW?

McGRAW guarantees 95%+ accuracy across key fields, including: - Contact Information: First and last names, business name, title, address, and business email. - Business Data: Company domain, phone number, fax number, SIC code, industry description, sales volume, and employee size.

Each record is double-checked through a combination of call center verification, social media validation, and advanced data hygiene processes. This robust approach ensures that you receive accurate, actionable insights every time.

At McGRAW, we don’t just supply data; we ensure every record is reliable, relevant, and ready to power your business strategy. Our investment in direct data handling, coupled with continuous validation processes, makes our Global Business Executives database a leading source for businesses serious about data quality and integrity.

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 4MM+ 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.

This statistic shows the results of a survey question asking business executives where they thought companies could use big data sets to add the most value to their companies as of February 2012. **** percent of respondents highlighted business activity data as being key.

We present a dataset created from merged secondary sources of ExecuComp and CompuStat and then augmented with manual data collection through searches of news stories related to CEO turnover.

We start dataset construction with the ExecuComp executive-level data for the period from 1992 through 2020. These data are merged with the CompuStat dataset of financial variables. As the dataset is intended for research on CEO turnover, we exclude observations in which the CEO at the start of the fiscal year is not well-defined; these are cases when there were co-CEOs and cases when the CEO was shared across different firms. The data set also excludes firm/year combinations that involve a restructuring of the firm – spinoff, buyout, merger, or bankruptcy.

We identify the CEO at the start of each year for each firm. This also helps identify the last year an individual served as CEO. In order to identify CEO turnover based on changes in the CEO from year to year, we require firm observations to extend over at least six contiguous years for the firm to remain in the sample. Cases involving the last year the firm is in the sample are excluded. We also exclude from the dataset cases when there was an interim CEO who stayed in the position for less than 2 years. This results in a sample of 3,100 firms reflecting 41,773 firm/year combinations.

For this sample, we examine news articles related to CEO turnover to confirm the reasons for each CEO departure case. We use the ProQuest full-text news database and search for the company name, the executive name, and the departure year. We identify news articles mentioning the turnover case and then classify the explanation of each CEO departure case into one of five categories of turnover. These categories represent CEOs who resigned, were fired, retired, left due to illness or death, and those who left the position but stayed with the firm in a change of duties, respectively.

The published data file does not include proprietary data from ExecuComp and CompuStat such as executive names and firm financial data. These data fields may be merged with the current data file using the provided ExecuComp and CompuStat identifiers.

The dataset consists of a single table containing the following fields: • gvkey – unique identifier for the firms retrieved from CompuStat database • firmid – unique firm identifier to distinguish distinct contiguous time periods created by breaks in a firm’s presence in the dataset • coname – company name as listed in the CompuStat database • execid – unique identifier for the executives retrieved from ExecuComp database • year – fiscal year • reason – reason for the eventual departure of the CEO executive from the firm, this field is blank for executives who did not leave the firm during the sample period • ceo_departure – dummy variable that equals 1 if the executive left the firm in the fiscal year, and 0 otherwise

Comprehensive dataset of 492 Database management companies in Germany as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

At CompanyData.com (BoldData), we specialize in delivering high-quality, verified company data sourced directly from official trade registers. For Luxembourg, we offer access to a rich dataset of over 154,301 active companies, empowering your business with accurate insights into one of Europe’s most dynamic financial and corporate hubs.

Our Luxembourg company database includes detailed firmographic information such as company name, registration number (RCSL), legal form, industry classification (NACE), turnover estimates, employee count and company hierarchies. We also provide key contact details, including executive names, job titles, email addresses and phone numbers when available.

Whether your focus is compliance, KYC and AML verification, B2B sales and lead generation, marketing segmentation, CRM enrichment or AI and data model development, our Luxembourg data is built to support precision, compliance and business growth.

Choose the delivery format that works best for your operations: • Targeted lists customized to your criteria • Complete national datasets for research and analysis • Real time access through our API • Convenient formats like Excel and CSV • Enrichment services to improve your internal records

With 154,301 verified company records across more than 200 countries, CompanyData.com (BoldData) offers unmatched global coverage combined with local expertise. Our clients range from startups to global enterprises who rely on us to reduce risk, reach the right businesses and scale with confidence.

Whether you're targeting Luxembourg's corporate sector or expanding internationally, CompanyData.com provides the accurate, official data you need to move forward with clarity and impact.

At CompanyData.com (BoldData), we provide trusted, verified company data sourced directly from official trade registers. For Denmark, we offer detailed information on over 939,691 active businesses, giving you access to one of Europe’s most transparent and digitally advanced markets.

Our Denmark database includes essential firmographic fields such as company name, registration number, industry classification, company size, revenue estimates and ownership hierarchies. We also offer valuable contact information including executive names, job titles, email addresses and mobile numbers, supporting your outreach and engagement strategies.

Whether you need data for compliance checks, KYC and AML verification, sales prospecting, CRM enrichment, market analysis or AI training, our verified Danish company data is accurate, complete and ready to use.

Choose from multiple delivery options tailored to your workflow: • Custom-built lists based on your specific criteria • Full national databases for in-depth market research • Real time access through our API • Flexible file formats including Excel and CSV • Enrichment services to update and enhance your existing records

With access to 939,691 verified companies across more than 200 countries, CompanyData.com (BoldData) delivers the global scale and local precision needed to grow your business. From startups to multinational enterprises, we help clients reduce risk, unlock new markets and make smarter decisions with data they can rely on.

Looking to expand in Denmark or connect with businesses worldwide? Partner with CompanyData.com for accurate, compliant and ready-to-use company data.

C Insights Africa's company database contains details of more than 10,000 organizations in Nigeria ranging from the large corporates, to the mid-sized and small companies. Our database contains attributes such as company size, address(s), contact details, type of business and related companies (where applicable). Marketing and sales executives can enrich their pipeline with our database, while business development teams or C-suite executives interested in finding new partners/frontiers are sure to find this database invaluable.

Success.ai’s CEO Contact Data for C-level executives Worldwide enables businesses to connect directly with CEOs, CFOs, and other high-level decision-makers across industries. With access to over 170 million verified professional profiles, this dataset includes crucial contact details for top-tier executives, allowing you to streamline your outreach and engage with leaders who make critical decisions.

Whether you’re targeting Fortune 500 CEOs, CFOs in tech startups, or other C-suite professionals, Success.ai ensures your marketing, sales, and outreach efforts are as efficient and effective as possible.

Why Choose Success.ai’s C-Level Executive Data?

1. Comprehensive Contact Information
2. Access verified work emails, direct phone numbers, and LinkedIn profiles for CEOs, CFOs, and other C-suite leaders worldwide.

3. With AI-driven validation, we ensure 99% accuracy for seamless communication with the right contacts.

4. Global Reach Across C-Level Roles

5. Includes profiles of decision-makers such as CEOs, CFOs, COOs, and other executives in various industries.

6. Covers key global regions including North America, Europe, Asia-Pacific, South America, and the Middle East.

7. Continuously Updated Datasets

8. Real-time updates ensure that you have access to the most current and relevant information for your outreach efforts.

9. Ethical and Compliant

10. Our data is GDPR, CCPA, and privacy regulation-compliant, ensuring that your outreach is both ethical and legal.

Data Highlights:

• 170M+ Verified Professional Profiles: Access global executives across industries, including those in the C-suite.
• 50M Work Emails: Verified and AI-validated for precision in communication.
• 30M Company Profiles: Deep insights into the companies behind key decision-makers.
• 700M Global Professional Profiles: Rich, broad datasets to help scale your B2B outreach.

Key Features of the Dataset:

1. C-Level Decision-Maker Profiles

2. Identify and connect with top executives, including CEOs, CFOs, CTOs, and other high-ranking decision-makers across global industries.

3. Advanced Filters for Precision Targeting

4. Filter by industry, company size, location, and specific C-level roles to ensure precise targeting and effective engagement.

5. AI-Driven Enrichment

6. AI-powered enrichment enhances profiles with valuable data, providing actionable insights to elevate your engagement strategies.

Strategic Use Cases:

1. Executive Outreach for Business Development
2. Build relationships with C-suite executives to present strategic business solutions, partnerships, or collaboration opportunities.

3. Perfect for firms targeting high-level decision-makers with high-value offerings.

4. Marketing and Sales Campaigns

5. Create tailored marketing campaigns aimed at top executives, offering them products or services that enhance business performance.

6. With verified contact data, your marketing campaigns will have greater relevance and drive higher engagement.

7. Mergers and Acquisitions (M&A)

8. Connect with executives involved in corporate mergers, acquisitions, and strategic business alliances.

9. Identify key decision-makers who can drive growth or new business opportunities.

10. Investment and Funding Solutions

11. Connect with C-level executives in companies seeking investment, funding, or financial advisory services.

12. Reach decision-makers in growth-stage companies or those managing large corporate portfolios.

Why Choose Success.ai?

1. Best Price Guarantee

2. Get high-quality verified data at competitive prices that ensure your business doesn’t compromise on cost-efficiency.

3. Seamless Integration

4. Easily integrate this contact data into your CRM using APIs or download the data in your preferred format for easy deployment.

5. Data Accuracy with AI Validation

6. Rely on the 99% accuracy of our profiles, backed by AI-driven data validation to ensure your outreach is based on accurate, up-to-date information.

7. Customizable and Scalable Solutions

8. Tailor the dataset to your specific target industries or C-level roles for more effective and precise outreach.

APIs for Enhanced Functionality:

1. Data Enrichment API

2. Enhance your existing contact records with verified, up-to-date C-suite data for more impactful business interactions.

3. Lead Generation API

4. Automate lead generation for campaigns targeting C-level executives and ensure seamless integration with your marketing systems.

Leverage Success.ai’s B2B Contact Data for C-Level Executives Worldwide to access verified work emails, phone numbers, and decision-maker profiles for top global executives. Our AI-validated data ensures accuracy and relevance, allowing you to optimize your outreach efforts and increase conversion rates.

Contact Success.ai today to discover how our B2B contact data for C-level executives can elevate your business strategy a...

Transform Your Business with Our Comprehensive B2B Marketing Data Our B2B Marketing Data is designed to be a cornerstone for data-driven professionals looking to optimize their business strategies. With an unwavering commitment to data integrity and quality, our dataset empowers you to make informed decisions, enhance your outreach efforts, and drive business growth.

Why Choose Our B2B Marketing Data? Unmatched Data Integrity and Quality Our data is meticulously sourced and validated through rigorous processes to ensure its accuracy, relevance, and reliability. This commitment to excellence guarantees that you are equipped with the most up-to-date information, empowering your business to thrive in a competitive landscape.

Versatile and Strategic Applications This versatile dataset caters to a wide range of business needs, including:

Lead Generation: Identify and connect with potential clients who align with your business goals. Market Segmentation: Tailor your marketing efforts by segmenting your audience based on industry, company size, or geographical location. Personalized Marketing Campaigns: Craft personalized outreach strategies that resonate with your target audience, increasing engagement and conversion rates. B2B Communication Strategies: Enhance your communication efforts with direct access to decision-makers, ensuring your message reaches the right people. Comprehensive Data Attributes Our B2B Marketing Data offers more than just basic contact information. With over 20+ attributes, you gain in-depth insights into:

Decision-Maker Roles: Understand the responsibilities and influence of key figures within an organization, such as CEOs, executives, and other senior management. Industry Affiliations: Analyze industry-specific data to tailor your approach to the unique dynamics of each sector. Contact Information: Direct email addresses and phone numbers streamline communication, enabling you to engage with your audience effectively and efficiently. Expansive Global Coverage Our dataset spans a wide array of countries, providing a truly global perspective for your business initiatives. Whether you're looking to expand into new markets or strengthen your presence in existing ones, our data ensures comprehensive coverage across the following regions:

North America: United States, Canada, Mexico Europe: United Kingdom, Germany, France, Italy, Spain, Netherlands, Sweden, and more Asia: China, Japan, India, South Korea, Singapore, Malaysia, and more South America: Brazil, Argentina, Chile, Colombia, and more Africa: South Africa, Nigeria, Kenya, Egypt, and more Australia and Oceania: Australia, New Zealand Middle East: United Arab Emirates, Saudi Arabia, Israel, Qatar, and more Industry-Wide Reach Our B2B Marketing Data covers an extensive range of industries, ensuring that no matter your focus, you have access to the insights you need:

Finance and Banking Technology Healthcare Manufacturing Retail Education Energy Real Estate Telecommunications Hospitality Transportation and Logistics Government and Public Sector Non-Profit Organizations And many more… Comprehensive Employee and Revenue Size Information Our dataset includes detailed records on company size and revenue, offering you the ability to:

Employee Size: From small businesses with a handful of employees to large multinational corporations, we provide data across all scales. Revenue Size: Analyze companies based on their revenue brackets, allowing for precise market segmentation and targeted marketing efforts. Seamless Integration with Broader Data Offerings Our B2B Marketing Data is not just a standalone product; it integrates seamlessly with our broader suite of premium datasets. This integration enables you to create a holistic and customized approach to your data-driven initiatives, ensuring that every aspect of your business strategy is informed by the most accurate and comprehensive data available.

Elevate Your Business with Data-Driven Precision Optimize your marketing strategies with our high-quality, reliable, and scalable B2B Marketing Data. Identify new opportunities, understand market dynamics, and connect with key decision-makers to drive your business forward. With our dataset, you’ll stay ahead of the competition and foster meaningful business relationships that lead to sustained growth.

Unlock the full potential of your business with our B2B Marketing Data – the ultimate resource for growth, reliability, and scalability.

As of June 2024, the most popular database management system (DBMS) worldwide was Oracle, with a ranking score of *******; MySQL and Microsoft SQL server rounded out the top three. Although the database management industry contains some of the largest companies in the tech industry, such as Microsoft, Oracle and IBM, a number of free and open-source DBMSs such as PostgreSQL and MariaDB remain competitive. Database Management Systems As the name implies, DBMSs provide a platform through which developers can organize, update, and control large databases. Given the business world’s growing focus on big data and data analytics, knowledge of SQL programming languages has become an important asset for software developers around the world, and database management skills are seen as highly desirable. In addition to providing developers with the tools needed to operate databases, DBMS are also integral to the way that consumers access information through applications, which further illustrates the importance of the software.

Abstract

The study was conducted in Serbia between October 2008 and February 2009 as part of the first round of The Management, Organization and Innovation Survey. Data from 135 manufacturing companies with 50 to 5,000 full-time employees was analyzed.

The survey topics include detailed information about a company and its management practices - production performance indicators, production target, ways employees are promoted/dealt with when underperforming. The study also focuses on organizational matters, innovation, spending on research and development, production outsourcing to other countries, competition, and workforce composition.

Analysis unit

The primary sampling unit of the study is the establishment. An establishment is a physical location where business is carried out and where industrial operations take place or services are provided. A firm may be composed of one or more establishments. For example, a brewery may have several bottling plants and several establishments for distribution. For the purposes of this survey an establishment is defined as a separate production unit, regardless of whether or not it has its own financial statements separate from those of the firm, and whether it has it own management and control over payroll. So the bottling plant of a brewery would be counted as an establishment.

Universe

The survey universe was defined as manufacturing establishments with at least fifty, but less than 5,000, full-time employees.

Kind of data

Sample survey data [ssd]

Sampling procedure

Random sampling was used in the study. For all MOI countries, except Russia, there was a requirement that all regions must be covered and that the percentage of the sample in each region was required to be equal to at least one half of the percentage of the sample frame population in each region.

In most countries the sample frame used was an extract from the Orbis database of Bureau van Dijk, which was provided to the Consultant by the EBRD. The sample frame contained details of company names, location, company size (number of employees), company performance measures and contact details. The sample frame downloaded from Orbis was cleaned by the EBRD through the addition of regional variables, updating addresses and phone numbers of companies.

Examination of the Orbis sample frames showed their geographic distributions to be wide with many locations, a large number of which had only a small number of records. Each establishment was selected with two substitutes that can be used if it proves impossible to conduct an interview at the first establishment. In practice selection was confined to locations with the most records in the sample frame, so the sample frame was filtered to just the cities with the most establishments.

The quality of the frame was assessed at the onset of the project. The frame proved to be useful though it showed positive rates of non-eligibility, repetition, non-existent units, etc. These problems are typical of establishment surveys. For Serbia, the percentage of confirmed non-eligible units as a proportion of the total number of contacts to complete the survey was 26.7% (82 out of 307 establishments).

Mode of data collection

Face-to-face [f2f]

Research instrument

Two different versions of the questionnaire were used. Questionnaire A was used when interviewing establishments that are part of multiestablishment firms, while Questionnaire B was used when interviewing single-establishment firms. Questionnaire A incorporates all questions from Questionnaire B, the only difference is in the reference point, which is the so-called national firm in the first part of Questionnaire A and firm in Questionnaire B. Second part of the questionnaire refers to the interviewed establishment only in both Questionnaire A and Questionnaire B. Each variation of the questionnaire is identified by the index variable, a0.

Response rate

Item non-response was addressed by two strategies: - For sensitive questions that may generate negative reactions from the respondent, such as ownership information, enumerators were instructed to collect the refusal to respond as (-8). - Establishments with incomplete information were re-contacted in order to complete this information, whenever necessary. However, there were clear cases of low response.

Survey non-response was addressed by maximising efforts to contact establishments that were initially selected for interviews. Up to 15 attempts (but at least 4 attempts) were made to contact an establishment for interview at different times/days of the week before a replacement establishment (with similar characteristics) was suggested for interview. Survey non-response did occur, but substitutions were made in order to potentially achieve the goals.

Additional information about sampling, response rates and survey implementation can be found in "MOI Survey Report on Methodology and Observations 2009" in "Technical Documents" folder.

Comprehensive dataset of 23 Database management companies in Finland as of July, 2025. Includes verified contact information (email, phone), geocoded addresses, customer ratings, reviews, business categories, and operational details. Perfect for market research, lead generation, competitive analysis, and business intelligence. Download a complimentary sample to evaluate data quality and completeness.

Comprehensive dataset containing 4 verified Database management company businesses in Bolivia with complete contact information, ratings, reviews, and location data.

The data management platforms market is set to record a valuation of USD 30 billion in 2025 and grow to USD 90 billion by 2035 at a CAGR of 13.2% during the forecast period. Companies are increasingly embracing AI-based data management, cloud-based analytics, and real-time data integration applications to improve business intelligence as well as customer insights. Additionally, machine learning, big data, and regulation-friendly data handling will drive industry growth.

Contracts and Deals Analysis

Company	Contract Value (USD Million)
Salesforce and Own Company	Approximately USD 1,850 - USD 1,950
Databricks and SAP	Approximately USD 500 - USD 600

Country-wise Analysis

Country	CAGR (2025 to 2035)
USA	10.2%
UK	9.9%
European Union	10.1%
Japan	10.0%
South Korea	10.4%

Competitive Outlook

Company Name	Estimated Market Share (%)
Oracle BlueKai	20-25%
Adobe Audience Manager	15-20%
Salesforce DMP	12-17%
Nielsen DMP	8-12%
Lotame	5-9%
Other Companies (combined)	20-30%