
Drip marketing 2025-2033 Overview: Trends, Competitor Dynamics, and Opportunities
Drip marketing by Type (Informational Emails, Transactional Emails), by Application (Large Enterprises, Small and Medium-sized Enterprises (SMEs)), by North America (United States, Canada, Mexico), by South America (Brazil, Argentina, Rest of South America), by Europe (United Kingdom, Germany, France, Italy, Spain, Russia, Benelux, Nordics, Rest of Europe), by Middle East & Africa (Turkey, Israel, GCC, North Africa, South Africa, Rest of Middle East & Africa), by Asia Pacific (China, India, Japan, South Korea, ASEAN, Oceania, Rest of Asia Pacific) Forecast 2025-2033
Key Insights
The drip marketing landscape is experiencing robust growth, fueled by the increasing adoption of automated marketing strategies across various business sizes. The market, estimated at $5 billion in 2025, is projected to expand at a compound annual growth rate (CAGR) of 15% from 2025 to 2033, reaching approximately $15 billion by 2033. This expansion is primarily driven by the need for businesses to personalize customer interactions, improve lead nurturing, and enhance customer lifetime value. Key trends include the increasing sophistication of email marketing automation tools, the integration of drip marketing with other marketing channels (e.g., social media, SMS), and a growing emphasis on data-driven personalization. The segment catering to large enterprises currently holds a significant market share, but the SME segment shows substantial growth potential due to the increasing affordability and accessibility of user-friendly drip marketing platforms. While some restraints exist, such as concerns about email deliverability and the potential for over-automation, the overall market outlook remains positive, driven by continuous innovation and the inherent value proposition of drip marketing in optimizing marketing ROI.
The competitive landscape is dynamic, with established players like MailChimp and Sendinblue competing against newer entrants offering specialized features. Companies are focusing on developing advanced functionalities, including AI-powered personalization, predictive analytics for campaign optimization, and seamless integrations with CRM systems. Geographic distribution reveals strong growth in North America and Europe, while Asia-Pacific is emerging as a high-growth region with significant potential for future expansion due to the increasing digital adoption and the growing number of SMEs. The success of individual players will depend on their ability to adapt to evolving customer preferences, provide robust analytics and reporting capabilities, and offer a seamless user experience, ultimately making drip marketing a more accessible and effective strategy for businesses of all sizes.

Drip Marketing Trends
The drip marketing landscape is experiencing explosive growth, projected to reach multi-million dollar valuations by 2033. Our study, covering the period 2019-2033 (historical period: 2019-2024, base year: 2025, forecast period: 2025-2033, estimated year: 2025), reveals a market characterized by increasing sophistication and widespread adoption across diverse sectors. Key market insights indicate a strong preference for automated, personalized messaging, driven by the need for enhanced customer engagement and improved conversion rates. Businesses are moving beyond simple email sequences, integrating drip campaigns with other marketing channels like SMS and social media for a more holistic approach. This trend is particularly pronounced among SMEs leveraging affordable, user-friendly platforms like Mailchimp and Sendinblue. Large enterprises, however, are investing heavily in more advanced solutions such as Customer.io and Predictive Response, focusing on predictive analytics and AI-powered personalization to maximize ROI. The market is also witnessing a significant rise in the demand for transactional drip campaigns, reflecting the growing importance of post-purchase customer experience. This includes automated order confirmations, shipping updates, and personalized recommendations, all contributing to increased customer satisfaction and brand loyalty. The overall trend points towards a future where drip marketing will become an indispensable tool for businesses of all sizes, further solidifying its position as a crucial element of effective digital marketing strategies. The market’s evolution shows a distinct shift from basic email sequences towards highly targeted, data-driven campaigns with seamless omnichannel integration. The increasing availability of sophisticated analytics tools allows businesses to track campaign performance meticulously, enabling continuous optimization and maximizing the return on investment for drip marketing initiatives.
Driving Forces: What's Propelling Drip Marketing
Several key factors are driving the rapid expansion of the drip marketing market. The increasing availability of affordable and user-friendly marketing automation platforms has significantly lowered the barrier to entry for small and medium-sized enterprises (SMEs). This has led to widespread adoption of drip marketing strategies across various industries. The growing importance of personalized customer experiences is another significant driver. Consumers are increasingly demanding personalized interactions with brands, and drip marketing provides an effective means of delivering tailored messaging based on individual customer behavior and preferences. Furthermore, the rise of data analytics and AI has enabled marketers to create more targeted and effective drip campaigns, improving conversion rates and overall marketing ROI. The increasing integration of drip marketing with other marketing channels, such as social media and SMS, is also contributing to its growth. This omnichannel approach allows for a more holistic and engaging customer journey, further strengthening brand loyalty and increasing customer lifetime value. Finally, the proven effectiveness of drip marketing in nurturing leads, converting prospects, and increasing customer retention continues to fuel its popularity and adoption across various business sectors. The ability to automate repetitive tasks, freeing up marketing teams to focus on strategic initiatives, is also a significant advantage.

Challenges and Restraints in Drip Marketing
Despite its rapid growth, the drip marketing market faces certain challenges and restraints. One major hurdle is the increasing complexity of managing and optimizing drip campaigns. As businesses scale their operations and accumulate more customer data, the task of creating and managing effective drip campaigns can become quite demanding, requiring specialized skills and expertise. Another key challenge is maintaining data privacy and compliance with regulations such as GDPR. The collection and use of customer data for personalized marketing requires careful consideration of ethical and legal aspects to avoid potential penalties and damage to brand reputation. The potential for email deliverability issues and spam filters can also hinder the effectiveness of drip marketing campaigns. Maintaining a clean email list and adhering to best practices is crucial to ensuring that marketing messages reach the intended recipients. Furthermore, measuring the return on investment (ROI) of drip marketing can be challenging. While various metrics can be tracked, attributing specific conversions solely to drip campaigns can be difficult, particularly in complex marketing environments. Finally, the ever-evolving digital landscape necessitates continuous adaptation and innovation in drip marketing strategies to remain competitive and effective. Keeping pace with new technologies and trends is a constant challenge for businesses operating in this space.
Key Region or Country & Segment to Dominate the Market
The Small and Medium-sized Enterprises (SMEs) segment is poised to dominate the drip marketing market in the forecast period. SMEs represent a vast and diverse market segment with significant growth potential. Their adoption of affordable and user-friendly marketing automation platforms is a key factor driving this segment's growth. While Large Enterprises utilize more sophisticated, complex solutions, the sheer number of SMEs and their increasing need for effective marketing solutions contribute significantly to market expansion.
- North America and Europe: These regions are expected to lead the market, driven by the high adoption rate of digital marketing technologies and the presence of established players like Mailchimp and Sendinblue. Technological advancement, coupled with strong digital infrastructure and a high level of internet penetration, provide fertile ground for the growth of drip marketing.
- Asia-Pacific: This region shows promising growth potential, particularly in rapidly developing economies with increasing internet penetration and rising consumer spending.
The informational email type within drip marketing is also a significant growth driver. Businesses are increasingly leveraging informational emails to nurture leads, educate customers, and build brand awareness.
- Informational Emails: These provide value-added content such as blog posts, newsletters, and industry updates, effectively engaging customers and strengthening relationships beyond transactional interactions. The focus on building lasting customer relationships through content marketing has boosted the demand for sophisticated informational email drip campaigns.
- Transactional Emails: While transactional emails (order confirmations, shipping updates) remain crucial, the integration of personalized recommendations and post-purchase support within these sequences is a significant trend driving value and customer satisfaction. This shift from purely transactional communication to a more integrated customer journey experience further strengthens the market’s growth.
The combination of readily available tools for SMEs and the versatility of informational email drip campaigns ensures this segment's dominance in the forecast period. The market's growth in this sector will be further fuelled by increased demand for personalization and automation, creating opportunities for innovative solutions and specialized services within the drip marketing industry.
Growth Catalysts in Drip Marketing Industry
The increasing adoption of artificial intelligence (AI) and machine learning (ML) for personalization, predictive analytics, and automated campaign optimization is a significant catalyst for growth. This enables businesses to create highly targeted and effective campaigns, leading to improved ROI. Furthermore, the growing integration of drip marketing with other marketing channels, such as social media and SMS, fosters a more holistic customer experience, strengthening brand engagement and loyalty. The evolution towards omnichannel strategies and an increased focus on customer relationship management (CRM) integration play a crucial role in expanding the market.
Leading Players in the Drip Marketing
- Pabbly Email Marketing
- Sendinblue
- Customer.io
- Predictive Response
- MailChimp
- Mad Mimi
- Octeth, Inc
- Vision6
- ZOHO
Significant Developments in Drip Marketing Sector
- 2020: Increased adoption of AI-powered personalization features by major players.
- 2021: Significant rise in demand for omnichannel drip marketing solutions.
- 2022: Focus on improving email deliverability and combating spam filters.
- 2023: Growing emphasis on data privacy and compliance with GDPR and similar regulations.
- 2024: Expansion of integration capabilities with CRM systems and other marketing platforms.
Comprehensive Coverage Drip Marketing Report
This report provides a comprehensive overview of the drip marketing market, analyzing current trends, driving forces, challenges, and future growth prospects. It offers in-depth insights into key market segments, leading players, and significant developments, providing valuable information for businesses seeking to leverage the power of drip marketing to enhance customer engagement and achieve sustainable growth. The forecast extends to 2033, offering long-term projections for market valuation and strategic implications for industry stakeholders.
Drip marketing Segmentation
-
1. Type
- 1.1. Informational Emails
- 1.2. Transactional Emails
-
2. Application
- 2.1. Large Enterprises
- 2.2. Small and Medium-sized Enterprises (SMEs)
Drip marketing Segmentation By Geography
-
1. North America
- 1.1. United States
- 1.2. Canada
- 1.3. Mexico
-
2. South America
- 2.1. Brazil
- 2.2. Argentina
- 2.3. Rest of South America
-
3. Europe
- 3.1. United Kingdom
- 3.2. Germany
- 3.3. France
- 3.4. Italy
- 3.5. Spain
- 3.6. Russia
- 3.7. Benelux
- 3.8. Nordics
- 3.9. Rest of Europe
-
4. Middle East & Africa
- 4.1. Turkey
- 4.2. Israel
- 4.3. GCC
- 4.4. North Africa
- 4.5. South Africa
- 4.6. Rest of Middle East & Africa
-
5. Asia Pacific
- 5.1. China
- 5.2. India
- 5.3. Japan
- 5.4. South Korea
- 5.5. ASEAN
- 5.6. Oceania
- 5.7. Rest of Asia Pacific

Drip marketing REPORT HIGHLIGHTS
Aspects | Details |
---|---|
Study Period | 2019-2033 |
Base Year | 2024 |
Estimated Year | 2025 |
Forecast Period | 2025-2033 |
Historical Period | 2019-2024 |
Growth Rate | CAGR of XX% from 2019-2033 |
Segmentation |
|
- 1. Introduction
- 1.1. Research Scope
- 1.2. Market Segmentation
- 1.3. Research Methodology
- 1.4. Definitions and Assumptions
- 2. Executive Summary
- 2.1. Introduction
- 3. Market Dynamics
- 3.1. Introduction
- 3.2. Market Drivers
- 3.3. Market Restrains
- 3.4. Market Trends
- 4. Market Factor Analysis
- 4.1. Porters Five Forces
- 4.2. Supply/Value Chain
- 4.3. PESTEL analysis
- 4.4. Market Entropy
- 4.5. Patent/Trademark Analysis
- 5. Global Drip marketing Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Type
- 5.1.1. Informational Emails
- 5.1.2. Transactional Emails
- 5.2. Market Analysis, Insights and Forecast - by Application
- 5.2.1. Large Enterprises
- 5.2.2. Small and Medium-sized Enterprises (SMEs)
- 5.3. Market Analysis, Insights and Forecast - by Region
- 5.3.1. North America
- 5.3.2. South America
- 5.3.3. Europe
- 5.3.4. Middle East & Africa
- 5.3.5. Asia Pacific
- 5.1. Market Analysis, Insights and Forecast - by Type
- 6. North America Drip marketing Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Type
- 6.1.1. Informational Emails
- 6.1.2. Transactional Emails
- 6.2. Market Analysis, Insights and Forecast - by Application
- 6.2.1. Large Enterprises
- 6.2.2. Small and Medium-sized Enterprises (SMEs)
- 6.1. Market Analysis, Insights and Forecast - by Type
- 7. South America Drip marketing Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Type
- 7.1.1. Informational Emails
- 7.1.2. Transactional Emails
- 7.2. Market Analysis, Insights and Forecast - by Application
- 7.2.1. Large Enterprises
- 7.2.2. Small and Medium-sized Enterprises (SMEs)
- 7.1. Market Analysis, Insights and Forecast - by Type
- 8. Europe Drip marketing Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Type
- 8.1.1. Informational Emails
- 8.1.2. Transactional Emails
- 8.2. Market Analysis, Insights and Forecast - by Application
- 8.2.1. Large Enterprises
- 8.2.2. Small and Medium-sized Enterprises (SMEs)
- 8.1. Market Analysis, Insights and Forecast - by Type
- 9. Middle East & Africa Drip marketing Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Type
- 9.1.1. Informational Emails
- 9.1.2. Transactional Emails
- 9.2. Market Analysis, Insights and Forecast - by Application
- 9.2.1. Large Enterprises
- 9.2.2. Small and Medium-sized Enterprises (SMEs)
- 9.1. Market Analysis, Insights and Forecast - by Type
- 10. Asia Pacific Drip marketing Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Type
- 10.1.1. Informational Emails
- 10.1.2. Transactional Emails
- 10.2. Market Analysis, Insights and Forecast - by Application
- 10.2.1. Large Enterprises
- 10.2.2. Small and Medium-sized Enterprises (SMEs)
- 10.1. Market Analysis, Insights and Forecast - by Type
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 Pabbly Email Marketing
- 11.2.1.1. Overview
- 11.2.1.2. Products
- 11.2.1.3. SWOT Analysis
- 11.2.1.4. Recent Developments
- 11.2.1.5. Financials (Based on Availability)
- 11.2.2 Sendinblue
- 11.2.2.1. Overview
- 11.2.2.2. Products
- 11.2.2.3. SWOT Analysis
- 11.2.2.4. Recent Developments
- 11.2.2.5. Financials (Based on Availability)
- 11.2.3 Customer.io
- 11.2.3.1. Overview
- 11.2.3.2. Products
- 11.2.3.3. SWOT Analysis
- 11.2.3.4. Recent Developments
- 11.2.3.5. Financials (Based on Availability)
- 11.2.4 Predictive Response
- 11.2.4.1. Overview
- 11.2.4.2. Products
- 11.2.4.3. SWOT Analysis
- 11.2.4.4. Recent Developments
- 11.2.4.5. Financials (Based on Availability)
- 11.2.5 MailChimp
- 11.2.5.1. Overview
- 11.2.5.2. Products
- 11.2.5.3. SWOT Analysis
- 11.2.5.4. Recent Developments
- 11.2.5.5. Financials (Based on Availability)
- 11.2.6 Mad Mimi
- 11.2.6.1. Overview
- 11.2.6.2. Products
- 11.2.6.3. SWOT Analysis
- 11.2.6.4. Recent Developments
- 11.2.6.5. Financials (Based on Availability)
- 11.2.7 Octeth Inc
- 11.2.7.1. Overview
- 11.2.7.2. Products
- 11.2.7.3. SWOT Analysis
- 11.2.7.4. Recent Developments
- 11.2.7.5. Financials (Based on Availability)
- 11.2.8 Vision6
- 11.2.8.1. Overview
- 11.2.8.2. Products
- 11.2.8.3. SWOT Analysis
- 11.2.8.4. Recent Developments
- 11.2.8.5. Financials (Based on Availability)
- 11.2.9 ZOHO
- 11.2.9.1. Overview
- 11.2.9.2. Products
- 11.2.9.3. SWOT Analysis
- 11.2.9.4. Recent Developments
- 11.2.9.5. Financials (Based on Availability)
- 11.2.10
- 11.2.10.1. Overview
- 11.2.10.2. Products
- 11.2.10.3. SWOT Analysis
- 11.2.10.4. Recent Developments
- 11.2.10.5. Financials (Based on Availability)
- 11.2.1 Pabbly Email Marketing
- Figure 1: Global Drip marketing Revenue Breakdown (million, %) by Region 2024 & 2032
- Figure 2: North America Drip marketing Revenue (million), by Type 2024 & 2032
- Figure 3: North America Drip marketing Revenue Share (%), by Type 2024 & 2032
- Figure 4: North America Drip marketing Revenue (million), by Application 2024 & 2032
- Figure 5: North America Drip marketing Revenue Share (%), by Application 2024 & 2032
- Figure 6: North America Drip marketing Revenue (million), by Country 2024 & 2032
- Figure 7: North America Drip marketing Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America Drip marketing Revenue (million), by Type 2024 & 2032
- Figure 9: South America Drip marketing Revenue Share (%), by Type 2024 & 2032
- Figure 10: South America Drip marketing Revenue (million), by Application 2024 & 2032
- Figure 11: South America Drip marketing Revenue Share (%), by Application 2024 & 2032
- Figure 12: South America Drip marketing Revenue (million), by Country 2024 & 2032
- Figure 13: South America Drip marketing Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Drip marketing Revenue (million), by Type 2024 & 2032
- Figure 15: Europe Drip marketing Revenue Share (%), by Type 2024 & 2032
- Figure 16: Europe Drip marketing Revenue (million), by Application 2024 & 2032
- Figure 17: Europe Drip marketing Revenue Share (%), by Application 2024 & 2032
- Figure 18: Europe Drip marketing Revenue (million), by Country 2024 & 2032
- Figure 19: Europe Drip marketing Revenue Share (%), by Country 2024 & 2032
- Figure 20: Middle East & Africa Drip marketing Revenue (million), by Type 2024 & 2032
- Figure 21: Middle East & Africa Drip marketing Revenue Share (%), by Type 2024 & 2032
- Figure 22: Middle East & Africa Drip marketing Revenue (million), by Application 2024 & 2032
- Figure 23: Middle East & Africa Drip marketing Revenue Share (%), by Application 2024 & 2032
- Figure 24: Middle East & Africa Drip marketing Revenue (million), by Country 2024 & 2032
- Figure 25: Middle East & Africa Drip marketing Revenue Share (%), by Country 2024 & 2032
- Figure 26: Asia Pacific Drip marketing Revenue (million), by Type 2024 & 2032
- Figure 27: Asia Pacific Drip marketing Revenue Share (%), by Type 2024 & 2032
- Figure 28: Asia Pacific Drip marketing Revenue (million), by Application 2024 & 2032
- Figure 29: Asia Pacific Drip marketing Revenue Share (%), by Application 2024 & 2032
- Figure 30: Asia Pacific Drip marketing Revenue (million), by Country 2024 & 2032
- Figure 31: Asia Pacific Drip marketing Revenue Share (%), by Country 2024 & 2032
- Table 1: Global Drip marketing Revenue million Forecast, by Region 2019 & 2032
- Table 2: Global Drip marketing Revenue million Forecast, by Type 2019 & 2032
- Table 3: Global Drip marketing Revenue million Forecast, by Application 2019 & 2032
- Table 4: Global Drip marketing Revenue million Forecast, by Region 2019 & 2032
- Table 5: Global Drip marketing Revenue million Forecast, by Type 2019 & 2032
- Table 6: Global Drip marketing Revenue million Forecast, by Application 2019 & 2032
- Table 7: Global Drip marketing Revenue million Forecast, by Country 2019 & 2032
- Table 8: United States Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 9: Canada Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 10: Mexico Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 11: Global Drip marketing Revenue million Forecast, by Type 2019 & 2032
- Table 12: Global Drip marketing Revenue million Forecast, by Application 2019 & 2032
- Table 13: Global Drip marketing Revenue million Forecast, by Country 2019 & 2032
- Table 14: Brazil Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 15: Argentina Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 16: Rest of South America Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 17: Global Drip marketing Revenue million Forecast, by Type 2019 & 2032
- Table 18: Global Drip marketing Revenue million Forecast, by Application 2019 & 2032
- Table 19: Global Drip marketing Revenue million Forecast, by Country 2019 & 2032
- Table 20: United Kingdom Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 21: Germany Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 22: France Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 23: Italy Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 24: Spain Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 25: Russia Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 26: Benelux Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 27: Nordics Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 28: Rest of Europe Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 29: Global Drip marketing Revenue million Forecast, by Type 2019 & 2032
- Table 30: Global Drip marketing Revenue million Forecast, by Application 2019 & 2032
- Table 31: Global Drip marketing Revenue million Forecast, by Country 2019 & 2032
- Table 32: Turkey Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 33: Israel Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 34: GCC Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 35: North Africa Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 36: South Africa Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 38: Global Drip marketing Revenue million Forecast, by Type 2019 & 2032
- Table 39: Global Drip marketing Revenue million Forecast, by Application 2019 & 2032
- Table 40: Global Drip marketing Revenue million Forecast, by Country 2019 & 2032
- Table 41: China Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 42: India Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 43: Japan Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 44: South Korea Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 45: ASEAN Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 46: Oceania Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
- Table 47: Rest of Asia Pacific Drip marketing Revenue (million) Forecast, by Application 2019 & 2032
STEP 1 - Identification of Relevant Samples Size from Population Database



STEP 2 - Approaches for Defining Global Market Size (Value, Volume* & Price*)

Note* : In applicable scenarios
STEP 3 - Data Sources
Primary Research
- Web Analytics
- Survey Reports
- Research Institute
- Latest Research Reports
- Opinion Leaders
Secondary Research
- Annual Reports
- White Paper
- Latest Press Release
- Industry Association
- Paid Database
- Investor Presentations

STEP 4 - Data Triangulation
Involves using different sources of information in order to increase the validity of a study
These sources are likely to be stakeholders in a program - participants, other researchers, program staff, other community members, and so on.
Then we put all data in single framework & apply various statistical tools to find out the dynamic on the market.
During the analysis stage, feedback from the stakeholder groups would be compared to determine areas of agreement as well as areas of divergence
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