The Silicone Surfactants Market is expected to register a CAGR of 5% from 2025 to 2031, with a market size expanding from US$ XX million in 2024 to US$ XX Million by 2031.
The report is segmented by type (nonionic, anionic, cationic and zwitterionic). The report further presents analysis based on end-use industry (personal care and cosmetics, textiles, agrochemicals, food and beverages, pharmaceuticals, plastics and others). The global analysis is further broken-down at regional level and major countries. The market size and forecast at global, regional, and country levels for all the key market segments are covered under the scope. The report offers the value in USD for the above analysis and segments. The report provides key statistics on the market status of the key market players and offers market trends and opportunities.
Purpose of the ReportThe report Silicone Surfactants Market by The Insight Partners aims to describe the present landscape and future growth, top driving factors, challenges, and opportunities. This will provide insights to various business stakeholders, such as:
- Technology Providers/Manufacturers: To understand the evolving market dynamics and know the potential growth opportunities, enabling them to make informed strategic decisions.
- Investors: To conduct a comprehensive trend analysis regarding the market growth rate, market financial projections, and opportunities that exist across the value chain.
- Regulatory bodies: To regulate policies and police activities in the market with the aim of minimizing abuse, preserving investor trust and confidence, and upholding the integrity and stability of the market.
Silicone Surfactants Market Segmentation
Type- Nonionic
- Anionic
- Cationic and Zwitterionic
- Personal Care and Cosmetics
- Textiles
- Agrochemicals
- Food and Beverages
- Pharmaceuticals
- Plastics and Others
Strategic Insights
Silicone Surfactants Market Growth Drivers- Increasing Demand for Silicone Surfactants in Personal Care Products: The growth of the silicone surfactants market is also largely influenced by the increasing demand from the personal care segment. Most silicone surfactants find applications in hair care, skincare, and other beauty products alike due to issues of stability and enhanced performance of the product in use. They offer enhanced spreadability, improved texture, and conditioning properties desirable in personal care products.
- Growing Utilization of Silicone Surfactants in Construction Paints and Coatings: Silicone surfactants demand in the construction sector, mainly paints and coatings is growing rapidly. High-performance construction materials require the composition of coatings with good spreadability and leveling and defoaming ability, which these surfactants help achieve.
- Role of Silicone Surfactants in Agriculture for Improved Chemical Efficacy: In agriculture, silicone surfactants formulate wetting and emulsifying agents to improve the efficacy and uptake of pesticides and fertilizers. They aid in enhancing the quality and the growth of crops by allowing an even distribution of these chemicals and improving the absorption of the chemicals.
- Adoption of Advanced Production Technologies in Silicone Surfactants: The silicone surfactants market is witnessing the adoption of modern technologies to enhance product quality and efficiency. This involves implementing state-of-the-art production techniques and materials that augment the functional properties of silicone surfactants. These developments are most noticeable in high-end product designs that meet the changing needs of sectors such as medical, personal care, agriculture, and other industries.
- Environmental Sustainability in Silicone Surfactants: There is increased emphasis on producing environmentally friendly silicone surfactants. This is due to growing consumer awareness and the need to adhere to laws and regulations regarding environmental pollution.
- Strategic Alliances and Collaborations in the Silicone Surfactants Market: In the silicone surfactants market, companies are forming strategic alliances more often than intended to increase their market share and the level of competition. Such partnerships allow companies to combine their resources and use each other’s assets without going through the formalities of wasting time, which fosters creativity. Collaboration between manufacturers and research and development entities offering their support for product and or process improvement is no exception.
- Opportunities in Bio-Based Silicone Surfactants: The growing shift in consumer work ethics toward eco-friendly sustainable products represents a great opportunity regarding the introduction of bio-based silicone surfactants. These bio-surfactants from renewable resources are less environmentally harmful than their classical counterparts. This change simultaneously satisfies consumer needs and complies with heavy demands on the environment, making it a promising sector for the growth of new products.
- Growth in the Asia-Pacific Market: The silicone surfactants market is anticipated to grow significantly in Asia Pacific, specifically in China and India. The main reason for this growth is the increase in industrial application and the rise in consumer personal care product demand.
- Application in Agriculture and Manufacturing: There is a trend for using silicone surfactants in agriculture, especially for enhancing pesticide efficiency through better wetting and adherence. This has the effect of helping agriculture maximize crop production while minimizing the use of pesticides. Moreover, in the manufacturing field, silicone surfactants can be used as foam control and emulsifying agents in paints and adhesives where they help enhance the effectiveness of the processes involved.
Market Report Scope
Key Selling Points
- Comprehensive Coverage: The report comprehensively covers the analysis of products, services, types, and end users of the Silicone Surfactants Market, providing a holistic landscape.
- Expert Analysis: The report is compiled based on the in-depth understanding of industry experts and analysts.
- Up-to-date Information: The report assures business relevance due to its coverage of recent information and data trends.
- Customization Options: This report can be customized to cater to specific client requirements and suit the business strategies aptly.
The research report on the Silicone Surfactants Market can, therefore, help spearhead the trail of decoding and understanding the industry scenario and growth prospects. Although there can be a few valid concerns, the overall benefits of this report tend to outweigh the disadvantages.

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- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities
- Sample PDF showcases the content structure and the nature of the information with qualitative and quantitative analysis.
- Request discounts available for Start-Ups & Universities

Report Coverage
Revenue forecast, Company Analysis, Industry landscape, Growth factors, and Trends

Segment Covered
This text is related
to segments covered.

Regional Scope
North America, Europe, Asia Pacific, Middle East & Africa, South & Central America

Country Scope
This text is related
to country scope.
Frequently Asked Questions
Integration of advanced technologies is expected to be the key market trends
The report can be delivered in PDF/Word format, we can also share excel data sheet based on request.
On the basis of geography, the silicone surfactants market is classified into North America, Europe, Asia Pacific, Middle East and Africa, and South and Central America
Dow Corning; Elkem Silicones; Evonik; Innospec; Momentive Performance Materials Inc are some of the key players operating in the silicone surfactants market
Increasing demand in the personal care industry is driving the market growth
The Silicone Surfactants Market is estimated to witness a CAGR of 5% from 2023 to 2031
1. INTRODUCTION
1.1. SCOPE OF THE STUDY
1.2. THE INSIGHT PARTNERS RESEARCH REPORT GUIDANCE
1.3. MARKET SEGMENTATION
1.3.1 Silicone Surfactants Market - By Application
1.3.2 Silicone Surfactants Market - By End-Use Industry
1.3.3 Silicone Surfactants Market - By Region
1.3.3.1 By Country
2. KEY TAKEAWAYS
3. RESEARCH METHODOLOGY
4. SILICONE SURFACTANTS MARKET LANDSCAPE
4.1. OVERVIEW
4.2. PEST ANALYSIS
4.2.1 North America - Pest Analysis
4.2.2 Europe - Pest Analysis
4.2.3 Asia-Pacific - Pest Analysis
4.2.4 Middle East and Africa - Pest Analysis
4.2.5 South and Central America - Pest Analysis
4.3. EXPERT OPINIONS
5. SILICONE SURFACTANTS MARKET - KEY MARKET DYNAMICS
5.1. KEY MARKET DRIVERS
5.2. KEY MARKET RESTRAINTS
5.3. KEY MARKET OPPORTUNITIES
5.4. FUTURE TRENDS
5.5. IMPACT ANALYSIS OF DRIVERS, RESTRAINTS & EXPECTED INFLUENCE OF COVID-19 PANDEMIC
6. SILICONE SURFACTANTS MARKET - GLOBAL MARKET ANALYSIS
6.1. SILICONE SURFACTANTS - GLOBAL MARKET OVERVIEW
6.2. SILICONE SURFACTANTS - GLOBAL MARKET AND FORECAST TO 2028
6.3. MARKET POSITIONING/MARKET SHARE
7. SILICONE SURFACTANTS MARKET - REVENUE AND FORECASTS TO 2028 - APPLICATION
7.1. OVERVIEW
7.2. APPLICATION MARKET FORECASTS AND ANALYSIS
7.3. EMULSIFIERS
7.3.1. Overview
7.3.2. Emulsifiers Market Forecast and Analysis
7.4. FOAMING AGENTS
7.4.1. Overview
7.4.2. Foaming Agents Market Forecast and Analysis
7.5. DEFOAMING AGENTS
7.5.1. Overview
7.5.2. Defoaming Agents Market Forecast and Analysis
7.6. DISPERSANTS
7.6.1. Overview
7.6.2. Dispersants Market Forecast and Analysis
7.7. WETTING AGENTS
7.7.1. Overview
7.7.2. Wetting Agents Market Forecast and Analysis
7.8. OTHERS
7.8.1. Overview
7.8.2. Others Market Forecast and Analysis
8. SILICONE SURFACTANTS MARKET - REVENUE AND FORECASTS TO 2028 - END-USE INDUSTRY
8.1. OVERVIEW
8.2. END-USE INDUSTRY MARKET FORECASTS AND ANALYSIS
8.3. PERSONAL CARE
8.3.1. Overview
8.3.2. Personal Care Market Forecast and Analysis
8.4. CONSTRUCTION
8.4.1. Overview
8.4.2. Construction Market Forecast and Analysis
8.5. TEXTILE
8.5.1. Overview
8.5.2. Textile Market Forecast and Analysis
8.6. PAINTS AND COATINGS
8.6.1. Overview
8.6.2. Paints and Coatings Market Forecast and Analysis
8.7. AGRICULTURE
8.7.1. Overview
8.7.2. Agriculture Market Forecast and Analysis
8.8. OTHERS
8.8.1. Overview
8.8.2. Others Market Forecast and Analysis
9. SILICONE SURFACTANTS MARKET REVENUE AND FORECASTS TO 2028 - GEOGRAPHICAL ANALYSIS
9.1. NORTH AMERICA
9.1.1 North America Silicone Surfactants Market Overview
9.1.2 North America Silicone Surfactants Market Forecasts and Analysis
9.1.3 North America Silicone Surfactants Market Forecasts and Analysis - By Application
9.1.4 North America Silicone Surfactants Market Forecasts and Analysis - By End-Use Industry
9.1.5 North America Silicone Surfactants Market Forecasts and Analysis - By Countries
9.1.5.1 United States Silicone Surfactants Market
9.1.5.1.1 United States Silicone Surfactants Market by Application
9.1.5.1.2 United States Silicone Surfactants Market by End-Use Industry
9.1.5.2 Canada Silicone Surfactants Market
9.1.5.2.1 Canada Silicone Surfactants Market by Application
9.1.5.2.2 Canada Silicone Surfactants Market by End-Use Industry
9.1.5.3 Mexico Silicone Surfactants Market
9.1.5.3.1 Mexico Silicone Surfactants Market by Application
9.1.5.3.2 Mexico Silicone Surfactants Market by End-Use Industry
9.2. EUROPE
9.2.1 Europe Silicone Surfactants Market Overview
9.2.2 Europe Silicone Surfactants Market Forecasts and Analysis
9.2.3 Europe Silicone Surfactants Market Forecasts and Analysis - By Application
9.2.4 Europe Silicone Surfactants Market Forecasts and Analysis - By End-Use Industry
9.2.5 Europe Silicone Surfactants Market Forecasts and Analysis - By Countries
9.2.5.1 Germany Silicone Surfactants Market
9.2.5.1.1 Germany Silicone Surfactants Market by Application
9.2.5.1.2 Germany Silicone Surfactants Market by End-Use Industry
9.2.5.2 France Silicone Surfactants Market
9.2.5.2.1 France Silicone Surfactants Market by Application
9.2.5.2.2 France Silicone Surfactants Market by End-Use Industry
9.2.5.3 Italy Silicone Surfactants Market
9.2.5.3.1 Italy Silicone Surfactants Market by Application
9.2.5.3.2 Italy Silicone Surfactants Market by End-Use Industry
9.2.5.4 United Kingdom Silicone Surfactants Market
9.2.5.4.1 United Kingdom Silicone Surfactants Market by Application
9.2.5.4.2 United Kingdom Silicone Surfactants Market by End-Use Industry
9.2.5.5 Russia Silicone Surfactants Market
9.2.5.5.1 Russia Silicone Surfactants Market by Application
9.2.5.5.2 Russia Silicone Surfactants Market by End-Use Industry
9.2.5.6 Rest of Europe Silicone Surfactants Market
9.2.5.6.1 Rest of Europe Silicone Surfactants Market by Application
9.2.5.6.2 Rest of Europe Silicone Surfactants Market by End-Use Industry
9.3. ASIA-PACIFIC
9.3.1 Asia-Pacific Silicone Surfactants Market Overview
9.3.2 Asia-Pacific Silicone Surfactants Market Forecasts and Analysis
9.3.3 Asia-Pacific Silicone Surfactants Market Forecasts and Analysis - By Application
9.3.4 Asia-Pacific Silicone Surfactants Market Forecasts and Analysis - By End-Use Industry
9.3.5 Asia-Pacific Silicone Surfactants Market Forecasts and Analysis - By Countries
9.3.5.1 Australia Silicone Surfactants Market
9.3.5.1.1 Australia Silicone Surfactants Market by Application
9.3.5.1.2 Australia Silicone Surfactants Market by End-Use Industry
9.3.5.2 China Silicone Surfactants Market
9.3.5.2.1 China Silicone Surfactants Market by Application
9.3.5.2.2 China Silicone Surfactants Market by End-Use Industry
9.3.5.3 India Silicone Surfactants Market
9.3.5.3.1 India Silicone Surfactants Market by Application
9.3.5.3.2 India Silicone Surfactants Market by End-Use Industry
9.3.5.4 Japan Silicone Surfactants Market
9.3.5.4.1 Japan Silicone Surfactants Market by Application
9.3.5.4.2 Japan Silicone Surfactants Market by End-Use Industry
9.3.5.5 South Korea Silicone Surfactants Market
9.3.5.5.1 South Korea Silicone Surfactants Market by Application
9.3.5.5.2 South Korea Silicone Surfactants Market by End-Use Industry
9.3.5.6 Rest of Asia-Pacific Silicone Surfactants Market
9.3.5.6.1 Rest of Asia-Pacific Silicone Surfactants Market by Application
9.3.5.6.2 Rest of Asia-Pacific Silicone Surfactants Market by End-Use Industry
9.4. MIDDLE EAST AND AFRICA
9.4.1 Middle East and Africa Silicone Surfactants Market Overview
9.4.2 Middle East and Africa Silicone Surfactants Market Forecasts and Analysis
9.4.3 Middle East and Africa Silicone Surfactants Market Forecasts and Analysis - By Application
9.4.4 Middle East and Africa Silicone Surfactants Market Forecasts and Analysis - By End-Use Industry
9.4.5 Middle East and Africa Silicone Surfactants Market Forecasts and Analysis - By Countries
9.4.5.1 South Africa Silicone Surfactants Market
9.4.5.1.1 South Africa Silicone Surfactants Market by Application
9.4.5.1.2 South Africa Silicone Surfactants Market by End-Use Industry
9.4.5.2 Saudi Arabia Silicone Surfactants Market
9.4.5.2.1 Saudi Arabia Silicone Surfactants Market by Application
9.4.5.2.2 Saudi Arabia Silicone Surfactants Market by End-Use Industry
9.4.5.3 U.A.E Silicone Surfactants Market
9.4.5.3.1 U.A.E Silicone Surfactants Market by Application
9.4.5.3.2 U.A.E Silicone Surfactants Market by End-Use Industry
9.4.5.4 Rest of Middle East and Africa Silicone Surfactants Market
9.4.5.4.1 Rest of Middle East and Africa Silicone Surfactants Market by Application
9.4.5.4.2 Rest of Middle East and Africa Silicone Surfactants Market by End-Use Industry
9.5. SOUTH AND CENTRAL AMERICA
9.5.1 South and Central America Silicone Surfactants Market Overview
9.5.2 South and Central America Silicone Surfactants Market Forecasts and Analysis
9.5.3 South and Central America Silicone Surfactants Market Forecasts and Analysis - By Application
9.5.4 South and Central America Silicone Surfactants Market Forecasts and Analysis - By End-Use Industry
9.5.5 South and Central America Silicone Surfactants Market Forecasts and Analysis - By Countries
9.5.5.1 Brazil Silicone Surfactants Market
9.5.5.1.1 Brazil Silicone Surfactants Market by Application
9.5.5.1.2 Brazil Silicone Surfactants Market by End-Use Industry
9.5.5.2 Argentina Silicone Surfactants Market
9.5.5.2.1 Argentina Silicone Surfactants Market by Application
9.5.5.2.2 Argentina Silicone Surfactants Market by End-Use Industry
9.5.5.3 Rest of South and Central America Silicone Surfactants Market
9.5.5.3.1 Rest of South and Central America Silicone Surfactants Market by Application
9.5.5.3.2 Rest of South and Central America Silicone Surfactants Market by End-Use Industry
10. INDUSTRY LANDSCAPE
10.1. MERGERS AND ACQUISITIONS
10.2. AGREEMENTS, COLLABORATIONS AND JOIN VENTURES
10.3. NEW PRODUCT LAUNCHES
10.4. EXPANSIONS AND OTHER STRATEGIC DEVELOPMENTS
11. SILICONE SURFACTANTS MARKET, KEY COMPANY PROFILES
11.1. DOW CORNING
11.1.1. Key Facts
11.1.2. Business Description
11.1.3. Products and Services
11.1.4. Financial Overview
11.1.5. SWOT Analysis
11.1.6. Key Developments
11.2. ELé CORPORATION
11.2.1. Key Facts
11.2.2. Business Description
11.2.3. Products and Services
11.2.4. Financial Overview
11.2.5. SWOT Analysis
11.2.6. Key Developments
11.3. ELKEM SILICONES
11.3.1. Key Facts
11.3.2. Business Description
11.3.3. Products and Services
11.3.4. Financial Overview
11.3.5. SWOT Analysis
11.3.6. Key Developments
11.4. EVONIK
11.4.1. Key Facts
11.4.2. Business Description
11.4.3. Products and Services
11.4.4. Financial Overview
11.4.5. SWOT Analysis
11.4.6. Key Developments
11.5. INNOSPEC
11.5.1. Key Facts
11.5.2. Business Description
11.5.3. Products and Services
11.5.4. Financial Overview
11.5.5. SWOT Analysis
11.5.6. Key Developments
11.6. MOMENTIVE PERFORMANCE MATERIALS INC.
11.6.1. Key Facts
11.6.2. Business Description
11.6.3. Products and Services
11.6.4. Financial Overview
11.6.5. SWOT Analysis
11.6.6. Key Developments
11.7. SHIN-ETSU CHEMICAL CO., LTD.
11.7.1. Key Facts
11.7.2. Business Description
11.7.3. Products and Services
11.7.4. Financial Overview
11.7.5. SWOT Analysis
11.7.6. Key Developments
11.8. SILTECH CORPORATION
11.8.1. Key Facts
11.8.2. Business Description
11.8.3. Products and Services
11.8.4. Financial Overview
11.8.5. SWOT Analysis
11.8.6. Key Developments
11.9. SUPREME SILICONES
11.9.1. Key Facts
11.9.2. Business Description
11.9.3. Products and Services
11.9.4. Financial Overview
11.9.5. SWOT Analysis
11.9.6. Key Developments
11.10. WACKER CHEMIE AG
11.10.1. Key Facts
11.10.2. Business Description
11.10.3. Products and Services
11.10.4. Financial Overview
11.10.5. SWOT Analysis
11.10.6. Key Developments
12. APPENDIX
12.1. ABOUT THE INSIGHT PARTNERS
12.2. GLOSSARY OF TERMS
1. Dow Corning
2. Elé Corporation
3. Elkem Silicones
4. Evonik
5. Innospec
6. Momentive Performance Materials Inc.
7. Shin-Etsu Chemical Co., Ltd.
8. Siltech Corporation
9. Supreme Silicones
10. Wacker Chemie AG
The Insight Partners performs research in 4 major stages: Data Collection & Secondary Research, Primary Research, Data Analysis and Data Triangulation & Final Review.
- Data Collection and Secondary Research:
As a market research and consulting firm operating from a decade, we have published many reports and advised several clients across the globe. First step for any study will start with an assessment of currently available data and insights from existing reports. Further, historical and current market information is collected from Investor Presentations, Annual Reports, SEC Filings, etc., and other information related to company’s performance and market positioning are gathered from Paid Databases (Factiva, Hoovers, and Reuters) and various other publications available in public domain.
Several associations trade associates, technical forums, institutes, societies and organizations are accessed to gain technical as well as market related insights through their publications such as research papers, blogs and press releases related to the studies are referred to get cues about the market. Further, white papers, journals, magazines, and other news articles published in the last 3 years are scrutinized and analyzed to understand the current market trends.
- Primary Research:
The primarily interview analysis comprise of data obtained from industry participants interview and answers to survey questions gathered by in-house primary team.
For primary research, interviews are conducted with industry experts/CEOs/Marketing Managers/Sales Managers/VPs/Subject Matter Experts from both demand and supply side to get a 360-degree view of the market. The primary team conducts several interviews based on the complexity of the markets to understand the various market trends and dynamics which makes research more credible and precise.
A typical research interview fulfils the following functions:
- Provides first-hand information on the market size, market trends, growth trends, competitive landscape, and outlook
- Validates and strengthens in-house secondary research findings
- Develops the analysis team’s expertise and market understanding
Primary research involves email interactions and telephone interviews for each market, category, segment, and sub-segment across geographies. The participants who typically take part in such a process include, but are not limited to:
- Industry participants: VPs, business development managers, market intelligence managers and national sales managers
- Outside experts: Valuation experts, research analysts and key opinion leaders specializing in the electronics and semiconductor industry.
Below is the breakup of our primary respondents by company, designation, and region:
Once we receive the confirmation from primary research sources or primary respondents, we finalize the base year market estimation and forecast the data as per the macroeconomic and microeconomic factors assessed during data collection.
- Data Analysis:
Once data is validated through both secondary as well as primary respondents, we finalize the market estimations by hypothesis formulation and factor analysis at regional and country level.
- 3.1 Macro-Economic Factor Analysis:
We analyse macroeconomic indicators such the gross domestic product (GDP), increase in the demand for goods and services across industries, technological advancement, regional economic growth, governmental policies, the influence of COVID-19, PEST analysis, and other aspects. This analysis aids in setting benchmarks for various nations/regions and approximating market splits. Additionally, the general trend of the aforementioned components aid in determining the market's development possibilities.
- 3.2 Country Level Data:
Various factors that are especially aligned to the country are taken into account to determine the market size for a certain area and country, including the presence of vendors, such as headquarters and offices, the country's GDP, demand patterns, and industry growth. To comprehend the market dynamics for the nation, a number of growth variables, inhibitors, application areas, and current market trends are researched. The aforementioned elements aid in determining the country's overall market's growth potential.
- 3.3 Company Profile:
The “Table of Contents” is formulated by listing and analyzing more than 25 - 30 companies operating in the market ecosystem across geographies. However, we profile only 10 companies as a standard practice in our syndicate reports. These 10 companies comprise leading, emerging, and regional players. Nonetheless, our analysis is not restricted to the 10 listed companies, we also analyze other companies present in the market to develop a holistic view and understand the prevailing trends. The “Company Profiles” section in the report covers key facts, business description, products & services, financial information, SWOT analysis, and key developments. The financial information presented is extracted from the annual reports and official documents of the publicly listed companies. Upon collecting the information for the sections of respective companies, we verify them via various primary sources and then compile the data in respective company profiles. The company level information helps us in deriving the base number as well as in forecasting the market size.
- 3.4 Developing Base Number:
Aggregation of sales statistics (2020-2022) and macro-economic factor, and other secondary and primary research insights are utilized to arrive at base number and related market shares for 2022. The data gaps are identified in this step and relevant market data is analyzed, collected from paid primary interviews or databases. On finalizing the base year market size, forecasts are developed on the basis of macro-economic, industry and market growth factors and company level analysis.
- Data Triangulation and Final Review:
The market findings and base year market size calculations are validated from supply as well as demand side. Demand side validations are based on macro-economic factor analysis and benchmarks for respective regions and countries. In case of supply side validations, revenues of major companies are estimated (in case not available) based on industry benchmark, approximate number of employees, product portfolio, and primary interviews revenues are gathered. Further revenue from target product/service segment is assessed to avoid overshooting of market statistics. In case of heavy deviations between supply and demand side values, all thes steps are repeated to achieve synchronization.
We follow an iterative model, wherein we share our research findings with Subject Matter Experts (SME’s) and Key Opinion Leaders (KOLs) until consensus view of the market is not formulated – this model negates any drastic deviation in the opinions of experts. Only validated and universally acceptable research findings are quoted in our reports.
We have important check points that we use to validate our research findings – which we call – data triangulation, where we validate the information, we generate from secondary sources with primary interviews and then we re-validate with our internal data bases and Subject matter experts. This comprehensive model enables us to deliver high quality, reliable data in shortest possible time.