According to a 2024 survey carried out among marketers in selected countries worldwide, 24.4 percent shared that Tuesdays were the most preferred week day for sending out e-mail marketing. Thursday came second, with around 20 percent of respondents picking them as a suitable day for e-mail campaigning.

During a 2023 survey carried out among email marketers from the United States, the United Kingdom, and other European countries, it was found that approximately ** percent of respondents believed that AI-supported email marketing was more effective than traditional email marketing approaches. Roughly ***percent noticed no significant difference or said they believed it was as effective as traditional approaches.

During a survey carried out among B2B and B2C marketers ending early January 2021, ** percent of respondents stated that the effectiveness of their email marketing activities had increased (either significantly or slightly) in 2020. On the other hand, ** percent of interviewed marketers said it had declined.

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.

This dataset provides detailed engagement metrics for multiple email marketing campaigns, including delivery, open, click, and conversion statistics. It enables marketers to analyze campaign effectiveness, optimize content strategies, and improve customer engagement through data-driven insights. The inclusion of bounce, unsubscribe, and spam report metrics supports deliverability and compliance monitoring.

Here, we’ve gathered email marketing benchmarks by industry. You can see how your average email open, click-through, click-to-open, unsubscribe, and spam complaint rates compare against other companies in your industry.

As of early 2025, approximately ** percent of marketing professionals surveyed in Australia, Canada, Ireland, the United Kingdom, and the United States selected interest-based segmentation (including consumer preferences, topics of interest, etc.) as the most effective segmentation strategy for their companies' email marketing. Engagement-based and lifecycle stage segmentation followed, chosen by ** and ** percent of responding marketers, respectively.

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

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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.

What are the average email marketing results in different countries? Here’s what we’ve found.

How many of your subscribers open your emails within the first two, four, or six hours after sending? Is it the same for clicks? Here, we’re looking at how the recipients’ engagement changed over time after the campaign was sent.

Here, we’re looking at other elements that may play a role in how you run your email marketing campaigns and the average metrics you could expect.

Predict CTR of an Email Campaign

Can you predict the Click Through Rate (CTR) of an email campaign?

Problem Statement

Most organizations today rely on email campaigns for effective communication with users. Email communication is one of the popular ways to pitch products to users and build trustworthy relationships with them.

Email campaigns contain different types of CTA (Call To Action). The ultimate goal of email campaigns is to maximize the Click Through Rate (CTR).

CTR is a measure of success for email campaigns. The higher the click rate, the better your email marketing campaign is. CTR is calculated by the no. of users who clicked on at least one of the CTA divided by the total no. of users the email was delivered to.

CTR = No. of users who clicked on at least one of the CTA / No. of emails delivered

CTR depends on multiple factors like design, content, personalization, etc.

How do you design the email content effectively? What should your subject line look like? What should be the length of the email? Do you need images in your email template?

As a part of the Data Science team, in this hackathon, you will build a smart system to predict the CTR for email campaigns and therefore identify the critical factors that will help the marketing team to maximize the CTR.

Objective

Your task at hand is to build a machine learning-based approach to predict the CTR of an email campaign.

During a 2019 survey carried out among marketers from across the globe, ** percent of agency respondents stated that they used click-through rates as a performance indicator for their email marketing. Other commonly used metrics were open rates and conversion rates.

snapshot-tab-pane Transactional Anding Emails Market Size 2025-2029The transactional anding emails market size is forecast to increase by USD 19.72 billion, at a CAGR of 14.2% between 2024 and 2029.Major Market Trends & InsightsAPAC dominated the market and accounted for a 46% growth during the forecast period.By the Application - Marketing segment was valued at USD 7.58 billion in 2023By the End-user - Retail and e-commerce segment accounted for the largest market revenue share in 2023Market Size & ForecastMarket Opportunities: USD 222.80 billionMarket Future Opportunities: USD USD 19.72 billion CAGR : 14.2%APAC: Largest market in 2023Market SummaryThe market has witnessed significant advancements in recent years, with businesses increasingly leveraging interactive elements to enhance customer engagement. According to market research, transactional email open rates have shown a steady increase of around 20% compared to bulk promotional emails. This trend is driven by the personalized nature of transactional emails, which are triggered by specific user actions, such as password resets or order confirmations. Furthermore, the adoption of advanced technologies like artificial intelligence and machine learning has enabled businesses to deliver more targeted and timely emails, leading to higher conversion rates.However, the implementation of stringent user data protection regulations, such as GDPR and CCPA, has added complexity to email marketing strategies, necessitating compliance measures and increased transparency. Despite these challenges, the market is expected to continue evolving, with a focus on optimizing user experience and maximizing ROI through data-driven insights.What will be the Size of the Transactional Anding Emails Market during the forecast period?Explore market size, adoption trends, and growth potential for transactional anding emails market Request Free SampleThe transactional email market experiences continuous growth, with current performance registering over 75% of businesses utilizing this communication channel for customer engagement. Future expectations indicate a 15% annual increase in adoption, underlining its significance in modern business communication. Notably, real-time email tracking and email automation workflows are critical components driving the market's expansion. Email deliverability services and monitoring tools enable businesses to optimize email content for better user engagement and inbox placement. Furthermore, email list segmentation and client compatibility enhance email marketing strategies, ensuring effective communication and improved deliverability scores.Comparatively, email deliverability audit services and email deliverability consulting have seen a substantial rise in demand, as businesses aim to maintain high deliverability standards and avoid potential email sending infrastructure issues. Consequently, email API documentation, email validation services, and email campaign analytics have become essential tools for businesses seeking to maximize their email marketing efforts.How is this Transactional Anding Emails Industry segmented?The transactional anding emails industry research report provides comprehensive data (region-wise segment analysis), with forecasts and estimates in "USD million" for the period 2025-2029, as well as historical data from 2019-2023 for the following segments.Application MarketingTransactionsEnd-user Retail and e-commerceBFSIHealthcareTravel and hospitalityDeployment Cloud-basedOn-premisesGeography North America USCanadaMexicoEurope FranceGermanyUKAPAC ChinaIndiaJapanSouth KoreaRest of World (ROW) By Application InsightsThe marketing segment is estimated to witness significant growth during the forecast period.Transactional anding emails, a segment of business communication, have gained significant traction as a marketing tool. Approximately 73% of millennials prefer businesses to communicate with them via email, making it an effective channel for engagement . In terms of volume, transactional emails accounted for 80% of all business email traffic in 2020. Moreover, email engagement metrics, such as open rates, click-through rates, and conversion rates, are crucial for measuring the success of these emails. To optimize these metrics, businesses employ various strategies, including email deliverability testing, email authentication protocols, and email list hygiene.Email security protocols, such as SMTP server configuration and email API integration, are essential to ensure email deliverability and protect against spam filtering. Additionally, email marketing automation and dynamic email content enable businesses to personalize their communications and improve click-through rates. Email infrastructure, including email accessibility and email template

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...

Description: The Marketing Campaign Performance Dataset provides valuable insights into the effectiveness of various marketing campaigns. This dataset captures the performance metrics, target audience, duration, channels used, and other essential factors that contribute to the success of marketing initiatives. With 200000 unique rows of data spanning two years, this dataset offers a comprehensive view of campaign performance across diverse companies and customer segments.

Columns: Company: The company responsible for the campaign, representing a mix of fictional brands. Campaign_Type: The type of campaign employed, including email, social media, influencer, display, or search. Target_Audience: The specific audience segment targeted by the campaign, such as women aged 25-34, men aged 18-24, or all age groups. Duration: The duration of the campaign, expressed in days. Channels_Used: The channels utilized to promote the campaign, which may include email, social media platforms, YouTube, websites, or Google Ads. Conversion_Rate: The percentage of leads or impressions that converted into desired actions, indicating campaign effectiveness. Acquisition_Cost: The cost incurred by the company to acquire customers, presented in monetary format. ROI: Return on Investment, representing the profitability and success of the campaign. Location: The geographical location where the campaign was conducted, encompassing major cities like New York, Los Angeles, Chicago, Houston, or Miami. Language: The language used in the campaign communication, including English, Spanish, French, German, or Mandarin. Clicks: The number of clicks generated by the campaign, indicating user engagement. Impressions: The total number of times the campaign was displayed or viewed by the target audience. Engagement_Score: A score ranging from 1 to 10 that measures the level of engagement generated by the campaign. Customer_Segment: The specific customer segment or audience category that the campaign was tailored for, such as tech enthusiasts, fashionistas, health and wellness enthusiasts, foodies, or outdoor adventurers. Date: The date on which the campaign occurred, providing a chronological perspective to analyze trends and patterns.

Scope: By leveraging this dataset, marketers and data analysts can uncover valuable insights regarding campaign performance, audience preferences, channel effectiveness, and ROI. This dataset serves as a valuable resource for market research, campaign optimization, and data-driven decision-making, enabling businesses to refine their marketing strategies and drive targeted growth.

**Note:** This is a fictional dataset.

Survey of 250 businesses on how much they spend on email marketing and their email marketing costs

In this table, we’re looking at whether adding video content (including links to your video hosting platforms) could help you boost your engagement metrics, primarily the average click-th rough and click-to-open rates.

Below you’ll find out how popular the use of confirmed opt-in is in different industries.

According to a 2024 survey carried out among marketers in selected countries worldwide, the click-through-rate (CTR) - the amount of clicks that an ad receives as a share of the total number of times it has been displayed - was the most preferred metric to determine the success of e-mail marketing campaigns other than the open rate, cited by **** percent of respondents. The conversion rate - the number of viewers who converted as a share of the total number of viewers - came second, with **** percent of professionals relying on it.