Global Email Address & Contact Data Solutions: 293M+ Verified Emails and Phone Numbers for B2B & B2C Outreach Boost your marketing and sales strategies with Forager.ai's Global Contact Data and Email address Data. Our comprehensive database offers access to over 293 million verified email addresses, along with phone number data and detailed B2B Email data and contact information. Whether you're focused on expanding your B2B Email outreach or improving lead generation, our solutions provide the tools you need to engage decision-makers and drive success.

Designed to support your Email data-driven marketing efforts, Forager.ai delivers valuable insights with email data, phone number data, and contact details for both B2B and B2C audiences. Build meaningful connections and leverage high-quality, verified Email data to execute precise and effective outreach strategies.

Core Features of Forager.ai B2B Email Data Solutions: Targeted B2B Email Data: Gain access to a diverse collection of email addresses that help you execute personalized email campaigns targeting key decision-makers across industries.

Comprehensive Phone Number Data: Enhance your sales and telemarketing strategies with our extensive phone number database, perfect for direct outreach and boosting customer engagement.

B2B and B2C Contact Data: Tailor your messaging with B2B contact data and B2C contact Email address data that allow you to effectively connect with C-suite executives, decision-makers, and key consumer groups.

CEO Contact Information: Unlock direct access to CEO contact details, ideal for high-level networking, partnership building, and executive outreach.

Strategic Applications of Forager.ai Data: Online Marketing & Campaigns: Utilize our email address data and phone number information to run targeted online marketing campaigns, increasing conversion rates and boosting outreach effectiveness.

Database Enrichment: Improve your sales databases and CRM systems by enriching them with accurate and up-to-date contact data, supporting more informed decision-making.

B2B Lead Generation: Tap into our rich B2B Email data to expand your business networks, refine your outreach efforts, and generate high-quality leads.

Sales Data Amplification: Supercharge your sales strategies by integrating enriched contact data for better targeting and higher sales conversion rates.

Competitive Market Intelligence: Gain valuable insights into your competitors by leveraging our comprehensive contact data to analyze trends and shifts in the market.

Why Forager.ai Stands Out: Precision & Accuracy: With a 95%+ accuracy rate, Forager.ai ensures that your email data and contact information is always fresh, reliable, and ready to be used for maximum impact.

Global Reach, Local Relevance: Our Email address data solutions cover global markets while allowing you to focus on specific regions, industries, and audience segments tailored to your business needs.

Cost-Effective Solutions: We offer scalable, affordable B2B email data and B2B contact data packages, ensuring you get high-value results without breaking your budget.

Ethical, Compliant Data: We strictly adhere to GDPR guidelines, ensuring that all contact data is ethically sourced and legally compliant, protecting both your business and your customers.

Unlock the Power of Verified Email (Personal Email data & Business Email data) Contact Data with Forager.ai Explore the potential of our 293M+ verified email addresses and phone numbers to elevate your B2B email marketing, sales outreach, and data-driven initiatives. Our contact data solutions are tailored to support your lead generation, sales pipeline, and competitive intelligence efforts, giving you the tools to execute more effective and impactful campaigns.

Top Use Cases for Forager.ai Data Solutions: Lead Generation & B2B Prospecting

Cold B2B Email Outreach

CRM Enrichment & Marketing Automation

Account-Based Marketing (ABM)

Recruiting & Executive Search

Market Research & Competitive Intelligence

Flexible Data Licensing & Access Options: One-Time Data Files available upon request

24/7 API Access for seamless integration

Monthly & Annual Plans tailored to your needs

API Credits Roll Over with no expiration

Reach out to us today to discover how Forager.ai's high-quality Email data and contact data can transform your outreach strategies and drive greater business success.

Discover unparalleled business opportunities with our Targeted Email List, featuring over 2 billion global contacts.

Explore our global B2B contact and company database, providing essential data fields including Name, Website, Contact First Name, Contact Last Name, Job Title, Email Address, Phone Number, Revenue Size, Employee Size, Location, City, State, Country, Zip Code, and additional customizable data fields upon request. Access a comprehensive repository tailored to meet your specific business needs, ensuring you have access to accurate and detailed information for effective networking and targeted outreach.

B2B IP Address to Email Linkage Database

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

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

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

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

Email Mailing Lists and Email Lists. 40K plus filters. Search using detailed Demographic criteria and Geographic information on ProMarketing Leads.

What’s the right email frequency? What’s the potential increase in the number of conversions your email campaigns generate if you add an extra message to your schedule? The data in this table should help you find the right answers.

Premium B2C Consumer Database - 269+ Million US Records

Supercharge your B2C marketing campaigns with comprehensive consumer database, featuring over 269 million verified US consumer records. Our 20+ year data expertise delivers higher quality and more extensive coverage than competitors.

Core Database Statistics

Consumer Records: Over 269 million

Email Addresses: Over 160 million (verified and deliverable)

Phone Numbers: Over 76 million (mobile and landline)

Mailing Addresses: Over 116,000,000 (NCOA processed)

Geographic Coverage: Complete US (all 50 states)

Compliance Status: CCPA compliant with consent management

Targeting Categories Available

Demographics: Age ranges, education levels, occupation types, household composition, marital status, presence of children, income brackets, and gender (where legally permitted)

Geographic: Nationwide, state-level, MSA (Metropolitan Service Area), zip code radius, city, county, and SCF range targeting options

Property & Dwelling: Home ownership status, estimated home value, years in residence, property type (single-family, condo, apartment), and dwelling characteristics

Financial Indicators: Income levels, investment activity, mortgage information, credit indicators, and wealth markers for premium audience targeting

Lifestyle & Interests: Purchase history, donation patterns, political preferences, health interests, recreational activities, and hobby-based targeting

Behavioral Data: Shopping preferences, brand affinities, online activity patterns, and purchase timing behaviors

Multi-Channel Campaign Applications

Deploy across all major marketing channels:

Email marketing and automation

Social media advertising

Search and display advertising (Google, YouTube)

Direct mail and print campaigns

Telemarketing and SMS campaigns

Programmatic advertising platforms

Data Quality & Sources

Our consumer data aggregates from multiple verified sources:

Public records and government databases

Opt-in subscription services and registrations

Purchase transaction data from retail partners

Survey participation and research studies

Online behavioral data (privacy compliant)

Technical Delivery Options

File Formats: CSV, Excel, JSON, XML formats available

Delivery Methods: Secure FTP, API integration, direct download

Processing: Real-time NCOA, email validation, phone verification

Custom Selections: 1,000+ selectable demographic and behavioral attributes

Minimum Orders: Flexible based on targeting complexity

Unique Value Propositions

Dual Spouse Targeting: Reach both household decision-makers for maximum impact

Cross-Platform Integration: Seamless deployment to major ad platforms

Real-Time Updates: Monthly data refreshes ensure maximum accuracy

Advanced Segmentation: Combine multiple targeting criteria for precision campaigns

Compliance Management: Built-in opt-out and suppression list management

Ideal Customer Profiles

E-commerce retailers seeking customer acquisition

Financial services companies targeting specific demographics

Healthcare organizations with compliant marketing needs

Automotive dealers and service providers

Home improvement and real estate professionals

Insurance companies and agents

Subscription services and SaaS providers

Performance Optimization Features

Lookalike Modeling: Create audiences similar to your best customers

Predictive Scoring: Identify high-value prospects using AI algorithms

Campaign Attribution: Track performance across multiple touchpoints

A/B Testing Support: Split audiences for campaign optimization

Suppression Management: Automatic opt-out and DNC compliance

Pricing & Volume Options

Flexible pricing structures accommodate businesses of all sizes:

Pay-per-record for small campaigns

Volume discounts for large deployments

Subscription models for ongoing campaigns

Custom enterprise pricing for high-volume users

Data Compliance & Privacy

VIA.tools maintains industry-leading compliance standards:

CCPA (California Consumer Privacy Act) compliant

CAN-SPAM Act adherence for email marketing

TCPA compliance for phone and SMS campaigns

Regular privacy audits and data governance reviews

Transparent opt-out and data deletion processes

Getting Started

Our data specialists work with you to:

1. Define your target audience criteria

2. Recommend optimal data selections

3. Provide sample data for testing

4. Configure delivery methods and formats

5. Implement ongoing campaign optimization

Why We Lead the Industry

With over two decades of data industry experience, we combine extensive database coverage with advanced targeting capabilities. Our commitment to data quality, compliance, and customer success has made us the preferred choice for businesses seeking superior B2C marketing performance.

Contact our team to discuss your specific ta...

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Context

The data are obtained from a hypothetical email campaign by serving 3 different Subject Lines across a three month period. There exist three tables for you to play around.

For this campaign, we consider as valid responses only the emails which were opened at the Sent Date (i.e. Sent_Date should be equal to Responded_Date.

Modelling

Build a model which can predict the Open Rate based on the Customer’s attributes and the SubjetLine_ID received!

As a Leading B2B Marketing Data Provider, we can provide a cold lead list for more than 2500+ business industries and locations of the world.

To offer faster-than-ever results, we already have 50 M Businesses data for the following country's data.

• USA - 22 M
• UK - 5 M
• Australia - 1.5 M
• Canada - 1.5 M
• France - 2.1 M
• Germany - 2 M
• Spain - 1.2 M
• Italy - 1.7 M
• India - 1.3 M
• Switzerland - 600k
• Many other countries as well

On top of that, We already have data for 2500+ categories such as:

• Dentists
• Plumbers
• Auto body shops
• Doctors
• Accountants
• Architects
• Restaurants
• Hotels
• 2500+ other categories

We offer free samples based on your request and then we provide data in bulk.

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The email direct marketing service market, valued at $1057.5 million in 2025, is projected to experience steady growth, exhibiting a Compound Annual Growth Rate (CAGR) of 2.1% from 2025 to 2033. This moderate growth reflects a maturing market, yet significant opportunities remain for providers who adapt to evolving customer expectations and technological advancements. Key drivers include the increasing need for targeted marketing campaigns, the rising adoption of email automation tools for improved efficiency and personalization, and the growing importance of data analytics for campaign optimization and ROI measurement. The market’s sustained growth is fueled by businesses of all sizes recognizing email marketing’s effectiveness in customer acquisition, retention, and nurturing. However, factors such as increasing email deliverability challenges, growing concerns about data privacy and regulations (like GDPR and CCPA), and the competition from other digital marketing channels pose significant restraints. The market segmentation likely includes features like pricing tiers (basic, premium, enterprise), functionalities (automation, analytics, A/B testing), and industry verticals (e-commerce, SaaS, healthcare, etc.). The competitive landscape is dynamic, with established players like MailChimp, Constant Contact, and GetResponse alongside newer entrants leveraging innovative technologies and AI-powered capabilities. The forecast period (2025-2033) presents a compelling outlook for strategic players focusing on enhanced personalization, AI-driven campaign optimization, and robust analytics dashboards. Companies effectively addressing evolving consumer preferences for data privacy and security, while simultaneously leveraging advanced automation and integration capabilities, will likely gain a competitive edge. The success of email marketing services will increasingly depend on providing comprehensive solutions that integrate seamlessly with CRM systems and other marketing automation tools, allowing businesses to achieve a unified and holistic marketing strategy. Geographic expansion into untapped markets, particularly in developing economies with growing internet penetration, will also offer significant growth prospects. The market's trajectory necessitates continuous innovation and adaptation to maintain its relevance and effectiveness in the ever-changing digital landscape.

The mass email sender tool market is experiencing robust growth, driven by the increasing reliance on email marketing for business communication and customer engagement. The market's expansion is fueled by the rising adoption of email marketing strategies across diverse sectors, including e-commerce, education, and healthcare. Businesses are increasingly leveraging these tools for targeted campaigns, automated workflows, and improved customer relationship management (CRM) capabilities. The trend towards personalization in email marketing is also contributing to market growth, as businesses seek to tailor their messages to specific customer segments for higher engagement and conversion rates. While challenges exist, such as increasing email deliverability issues and growing concerns about data privacy regulations (like GDPR and CCPA), the market continues to demonstrate resilience. The continuous evolution of email marketing technology, including advancements in AI-powered personalization and analytics dashboards, is further driving market expansion. This is complemented by a growing demand for tools offering sophisticated features such as A/B testing, segmentation, and campaign automation, which enhance marketing effectiveness and ROI. The competitive landscape is highly fragmented, with a multitude of vendors offering a wide range of solutions, from basic email sending services to comprehensive marketing automation platforms. Established players like SendGrid and Mailchimp, along with emerging companies, are vying for market share through feature innovation, pricing strategies, and strategic partnerships. The market is witnessing a shift towards cloud-based solutions, offering scalability and cost-effectiveness compared to on-premise alternatives. Future growth will likely be driven by the integration of email marketing tools with other marketing technologies, such as CRM systems and social media platforms, creating more streamlined and effective marketing workflows. The focus on improving email deliverability and ensuring compliance with data privacy regulations will remain crucial for sustained market growth. We estimate the market size in 2025 to be $2.5 billion, growing at a CAGR of 15% to reach approximately $6 billion by 2033.

Email Marketing Market Outlook

According to our latest research, the global email marketing market size reached USD 13.2 billion in 2024, and is expected to grow at a robust CAGR of 11.7% from 2025 to 2033, culminating in a projected market value of USD 36.3 billion by 2033. The accelerating adoption of digital communication strategies, coupled with advancements in marketing automation and personalization technologies, is fueling this expansion. The market's growth is driven by businesses' increasing focus on customer engagement, cost-effective marketing channels, and measurable ROI, making email marketing a cornerstone of omnichannel marketing strategies worldwide.

One of the primary growth factors for the email marketing market is the rising demand for personalized and targeted communication. As consumer expectations evolve, businesses are leveraging sophisticated segmentation and automation tools to deliver customized content that resonates with individual preferences and behaviors. This shift toward hyper-personalization not only enhances customer engagement but also increases conversion rates and customer loyalty. The integration of artificial intelligence and machine learning into email marketing platforms has further enabled marketers to analyze vast datasets, predict customer needs, and optimize campaign performance in real time, solidifying email’s role as a high-ROI marketing channel.

Another significant driver is the proliferation of mobile devices and the growing penetration of the internet across emerging economies. With billions of users accessing emails on their smartphones and tablets, businesses are investing in responsive design and mobile-optimized campaigns to reach customers wherever they are. This mobile-centric approach has led to higher open and click-through rates, as users engage with content seamlessly across devices. Additionally, the expansion of e-commerce and digital services in regions such as Asia Pacific and Latin America has created new opportunities for businesses to utilize email marketing as a primary tool for customer acquisition, retention, and upselling.

The evolving regulatory landscape is also shaping the growth trajectory of the email marketing market. Stringent data privacy regulations such as GDPR in Europe, CCPA in California, and similar frameworks globally have compelled organizations to adopt transparent consent mechanisms and robust data protection practices. While compliance poses operational challenges, it has also enhanced consumer trust in email communications, leading to higher engagement rates. Companies that prioritize ethical data practices and transparent messaging are better positioned to capitalize on the growing demand for permission-based marketing, thereby driving sustainable market growth.

Regionally, North America continues to dominate the global email marketing market, accounting for the largest revenue share in 2024. The region’s mature digital ecosystem, high internet penetration, and early adoption of advanced marketing technologies have contributed to this leadership. Europe follows closely, driven by stringent regulatory frameworks and a strong emphasis on data-driven marketing. Meanwhile, Asia Pacific is emerging as the fastest-growing region, propelled by rapid digital transformation, expanding e-commerce sectors, and increasing investments in marketing automation. Latin America and the Middle East & Africa are also witnessing steady growth, supported by rising internet usage and a burgeoning SME sector eager to leverage cost-effective marketing solutions.

Component Analysis

The email marketing market is segmented by component into software and services, each playing a pivotal role in shaping the industry landscape. Email marketing software encompasses a wide range of platforms and applications that enable businesses to design, automate, and analyze email campaigns. These solutions offer features such as drag-and-drop editors, A/B testing, advanced segmentation, and analytics

As of June 2024, approximately ** percent of marketing decision-makers surveyed worldwide included email marketing among the areas in which data-driven marketing was the most useful. Customer experience and paid advertising followed, mentioned by ** and ** percent of respondents, respectively. The success of data-reliant marketing The same study revealed that around ** percent of responding marketing professionals rated their data-driven strategies somewhat successful. Approximately ** percent said they were very successful, while **** percent deemed them ineffective. Moreover, almost half of the marketers used artificial intelligence (AI) in their data-driven efforts moderately or extensively. Only *********** reported not utilizing AI. Data-driven tactics' top challenges During that survey, marketers chose the leading challenges for executing a data-driven strategy: Targeting segmented audiences and making decisions in real time topped the ranking, respectively mentioned by ** and ** percent of respondents. Both elements are key to achieving the desired return on investment (ROI) for ad campaigns worldwide.

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Email Optimization Software Market Outlook

The global email optimization software market size was valued at approximately USD 1.5 billion in 2023 and is projected to reach around USD 4.2 billion by 2032, growing at a CAGR of 12.1% from 2024 to 2032. The market is witnessing robust growth due to the increasing importance of email marketing in business strategies and the rising need for personalized communication to enhance customer engagement and conversion rates. The shift towards digital marketing and the increasing use of automated tools to streamline email campaigns are significant factors driving this market's growth.

The adoption of email optimization software is being driven by the demand for more effective and efficient marketing strategies. Businesses are increasingly leaning towards personalized email marketing as it has proven to generate higher open and conversion rates compared to traditional methods. The ability to segment audiences and tailor messages specifically enhances customer experience, leading to a higher return on investment. Additionally, advancements in artificial intelligence and machine learning have further propelled the market, enabling more sophisticated analytics and optimization techniques that improve campaign performance.

Another critical growth factor is the increasing reliance on data-driven decision-making. Email optimization software often comes with robust analytics tools that provide deep insights into customer behavior and campaign performance. Marketers can leverage these insights to fine-tune their strategies, making data-driven adjustments that increase the efficiency and effectiveness of email campaigns. The integration of predictive analytics and AI-driven insights allows businesses to anticipate customer needs and preferences, thereby enhancing the relevance and timeliness of email communication.

The growing trend of mobile email usage is also contributing significantly to the market growth. With a substantial portion of emails being opened on mobile devices, there is a pressing need for emails to be optimized for mobile viewing. Email optimization software facilitates the creation of mobile-friendly emails, ensuring that the content is accessible and engaging regardless of the device used by the recipient. This capability is particularly crucial for reaching a broader audience and improving the overall engagement rate of email campaigns.

Email Applications play a pivotal role in the realm of email optimization software, offering a range of functionalities that enhance the efficiency and effectiveness of email marketing campaigns. These applications provide businesses with tools to manage and organize their email communications seamlessly, ensuring that messages are delivered to the right audience at the right time. With features such as scheduling, automation, and integration with other marketing platforms, email applications streamline the process of creating and sending personalized emails. This not only saves time but also improves the accuracy and impact of email marketing efforts. As businesses continue to prioritize digital communication, the demand for robust email applications is expected to rise, driving further innovation and development in this area.

Component Analysis

The email optimization software market can be segmented into software and services. The software segment includes tools and platforms that businesses use to design, send, and analyze email campaigns. These tools often come with a variety of features such as email templates, A/B testing, and analytics dashboards. The software segment is expected to dominate the market due to the increasing adoption of cloud-based solutions and the continuous evolution of software capabilities, which make it easier for businesses to manage their email marketing efforts efficiently.

Within the software segment, there is a growing trend towards integrated platforms that offer a comprehensive suite of tools for email marketing. These platforms enable businesses to execute end-to-end email campaigns, from design and personalization to delivery and analytics. The integration of advanced features such as AI-driven personalization and predictive analytics is enhancing the value proposition of these software solutions, driving their adoption across various industries. Additionally, the affordability and scalability of cloud-based software are making it accessible to small and medium enterprises (SMEs), further boosting market growth.

The database marketing market is experiencing robust growth, driven by the increasing need for personalized customer experiences and the availability of advanced analytical tools. The market, currently valued at approximately $15 billion in 2025 (this is an estimated figure based on typical market sizes for similar technologies and the provided CAGR), is projected to exhibit a Compound Annual Growth Rate (CAGR) of 12% from 2025 to 2033. This growth is fueled by several key factors: the rising adoption of data analytics and AI for customer segmentation and targeted marketing campaigns, the increasing preference for personalized marketing communications across various channels (email, social media, SMS), and the growing importance of customer relationship management (CRM) systems in building long-term customer loyalty. Large enterprises are the primary adopters, leveraging database marketing for lead generation, customer retention, and campaign optimization. However, SMEs are increasingly recognizing the value proposition, driving market expansion across various segments. Telemarketing, while still a prevalent application, is complemented by newer, digitally-driven techniques such as email marketing and programmatic advertising, utilizing database insights for superior targeting and personalization. Despite its rapid growth, the database marketing market faces certain challenges. Data privacy concerns and regulations like GDPR are increasing the complexity of data management and compliance, demanding substantial investment in secure and ethical data handling practices. The market also faces hurdles like data integration challenges from disparate sources, the need for skilled professionals to effectively utilize advanced analytics, and the ever-evolving technological landscape demanding continuous adaptation and investment in new tools and strategies. Market segmentation strategies focusing on specific industries, demographic segments, and geographic regions are critical to achieving optimal growth and return on investment for both providers and users of database marketing solutions. Key players like Adobe (Marketo), Stirista, Oracle, and HubSpot continue to innovate and expand their offerings to maintain market leadership. The geographic distribution of the market is largely influenced by the maturity of digital marketing practices in each region, with North America and Europe currently holding the largest market shares.

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