Key Insights
The global investing app market is experiencing robust growth, driven by increasing smartphone penetration, rising financial literacy among younger demographics, and the simplification of investment processes through user-friendly interfaces. The market's accessibility has democratized investing, enabling individuals with limited financial expertise or capital to participate. This trend is further fueled by the integration of innovative features such as fractional share trading, automated investing (robo-advisors), and gamified investment experiences. While the market is competitive, with established players like Charles Schwab and TD Ameritrade alongside newer entrants such as Robinhood and Acorns, the overall market size exhibits significant expansion potential. The market is segmented by features (e.g., robo-advisors, fractional shares), user demographics (age, income), and geographic region, each offering unique growth opportunities. Challenges include regulatory scrutiny, security concerns related to online platforms, and the potential for market volatility to impact user engagement and investment decisions.
The forecast period (2025-2033) suggests a continued upward trajectory, with growth potentially exceeding 15% CAGR (Compound Annual Growth Rate) driven by ongoing technological advancements and expanding market penetration. Factors such as improved financial education initiatives and the increasing adoption of mobile payment systems are expected to contribute to the market's sustained growth. However, restraints include the increasing competition leading to price wars, the need for robust cybersecurity measures to protect user data, and the inherent risks associated with volatile market conditions. To address these challenges, companies are focusing on enhanced security protocols, personalized financial advice, and expanding their product offerings to cater to a wider range of investor needs. This includes catering to diverse demographics and offering tailored financial planning tools.

Investing Apps Market Report: 2019-2033
This comprehensive report provides an in-depth analysis of the global investing apps market, projecting a market value of $XX million by 2033. The study period covers 2019-2033, with 2025 serving as the base and estimated year. The forecast period spans 2025-2033, and the historical period encompasses 2019-2024. This report is crucial for investors, entrepreneurs, and industry professionals seeking to navigate this rapidly evolving landscape. Key players analyzed include Robinhood, Acorns, SoFi, Ally, TD Ameritrade, Public.com, Stockpile, Betterment, Cash App Investing, Stash, Charles Schwab, Fundrise, Invstr, M1 Finance, Ellevest, and Suma Wealth.
Investing Apps Market Structure & Competitive Dynamics
The investing apps market is characterized by a dynamic interplay of established financial institutions and innovative fintech startups. Market concentration is moderate, with a few dominant players holding significant market share, estimated at approximately XX% combined in 2025. However, a large number of smaller players compete aggressively, leading to a fragmented landscape. The industry displays a robust innovation ecosystem, driven by technological advancements in artificial intelligence, machine learning, and blockchain technology. Regulatory frameworks vary across regions, impacting market entry and operations. Product substitutes include traditional brokerage services and robo-advisors. End-user trends show a strong preference for user-friendly interfaces, personalized investment advice, and low-cost trading options. M&A activity has been significant, with deal values exceeding $XX million in the last five years, primarily driven by larger players consolidating their market position and acquiring specialized fintech companies.
- Market Share (2025): Robinhood (XX%), Acorns (XX%), SoFi (XX%), Others (XX%).
- M&A Deal Value (2019-2024): $XX million
Investing Apps Industry Trends & Insights
The investing apps market exhibits robust growth, driven by factors like increasing smartphone penetration, rising financial literacy, and a growing preference for convenient, digital-first financial services. Technological disruptions, such as the introduction of fractional share trading and AI-powered portfolio management tools, are transforming the user experience and driving market expansion. Consumer preferences are shifting towards personalized investment strategies and socially responsible investing (SRI) options. Competitive dynamics are intense, with companies vying for market share through innovative product features, aggressive marketing campaigns, and strategic partnerships. The market's Compound Annual Growth Rate (CAGR) during the forecast period (2025-2033) is projected to be XX%, indicating substantial growth potential. Market penetration, currently at XX%, is expected to increase to XX% by 2033.

Dominant Markets & Segments in Investing Apps
The North American market currently dominates the global investing apps landscape, driven by factors such as high smartphone penetration, a strong regulatory framework supporting fintech innovation, and a technologically savvy population.
- Key Drivers of North American Dominance:
- High Smartphone Penetration: Over XX% of the population owns a smartphone.
- Strong Regulatory Framework: Supportive policies for fintech innovation.
- Tech-Savvy Population: High levels of digital literacy and adoption.
- Established Financial Infrastructure: Robust and well-developed capital markets.
Investing Apps Product Innovations
Recent innovations include enhanced user interfaces, AI-powered investment recommendations, fractional share trading, and integration with budgeting and financial planning tools. These innovations aim to cater to diverse user needs, improve accessibility, and enhance the overall user experience. The trend is towards personalized and automated investing solutions that cater to various risk profiles and financial goals, thereby increasing market penetration and enhancing competitive advantages.
Report Segmentation & Scope
The report segments the market by platform (iOS and Android), user demographics (age, income, investment experience), investment types (stocks, bonds, ETFs, mutual funds), and geographic regions (North America, Europe, Asia-Pacific, etc.). Growth projections vary significantly across segments, with the mobile platform segment projected to experience the fastest growth due to rising smartphone usage. Market sizes are analyzed for each segment, along with a competitive landscape analysis for key players within each segment.
Key Drivers of Investing Apps Growth
Technological advancements, such as improved user interfaces and AI-driven portfolio management tools, are major drivers. Economic factors, including low interest rates and a growing demand for alternative investment options, fuel market expansion. Supportive regulatory frameworks, especially in some regions, encourage innovation and market entry. The increasing financial literacy among younger generations also contributes to this growth.
Challenges in the Investing Apps Sector
Regulatory hurdles, such as data privacy concerns and compliance requirements, pose significant challenges. Competition is intense, putting pressure on pricing and profitability. Maintaining customer trust and ensuring the security of user data are critical concerns, impacting market growth. Cybersecurity threats and potential market manipulation add complexity to the operational environment.
Leading Players in the Investing Apps Market
- Robinhood
- Acorns
- SoFi
- Ally
- TD Ameritrade
- Public Investing
- Stockpile
- Betterment
- Cash App Investing
- Stash
- Charles Schwab
- Fundrise
- Invstr
- M1 Finance
- Ellevest
- Suma Wealth
Key Developments in Investing Apps Sector
- 2022 Q4: Robinhood launched a new cryptocurrency trading platform.
- 2023 Q1: SoFi acquired a robo-advisor platform to expand its product offerings.
- 2023 Q2: Increased regulatory scrutiny on commission-free trading practices.
- 2024 Q1: Several mergers and acquisitions among smaller players.
- 2024 Q3: Launch of several new AI-powered investment tools.
Strategic Investing Apps Market Outlook
The future of the investing apps market looks bright, with sustained growth fueled by technological advancements, changing consumer preferences, and a growing need for accessible and personalized investment solutions. Strategic opportunities exist for companies focused on innovation, personalized user experiences, and expanding into emerging markets. Those adept at navigating regulatory complexities and maintaining customer trust will be best positioned for success in the years to come.
Investing Apps Segmentation
-
1. Application
- 1.1. Personal and Family Use
- 1.2. Enterprise Use
-
2. Types
- 2.1. Cloud-based
- 2.2. On-premises
Investing Apps 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

Investing Apps 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 |
|
Table of Contents
- 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 Investing Apps Analysis, Insights and Forecast, 2019-2031
- 5.1. Market Analysis, Insights and Forecast - by Application
- 5.1.1. Personal and Family Use
- 5.1.2. Enterprise Use
- 5.2. Market Analysis, Insights and Forecast - by Types
- 5.2.1. Cloud-based
- 5.2.2. On-premises
- 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 Application
- 6. North America Investing Apps Analysis, Insights and Forecast, 2019-2031
- 6.1. Market Analysis, Insights and Forecast - by Application
- 6.1.1. Personal and Family Use
- 6.1.2. Enterprise Use
- 6.2. Market Analysis, Insights and Forecast - by Types
- 6.2.1. Cloud-based
- 6.2.2. On-premises
- 6.1. Market Analysis, Insights and Forecast - by Application
- 7. South America Investing Apps Analysis, Insights and Forecast, 2019-2031
- 7.1. Market Analysis, Insights and Forecast - by Application
- 7.1.1. Personal and Family Use
- 7.1.2. Enterprise Use
- 7.2. Market Analysis, Insights and Forecast - by Types
- 7.2.1. Cloud-based
- 7.2.2. On-premises
- 7.1. Market Analysis, Insights and Forecast - by Application
- 8. Europe Investing Apps Analysis, Insights and Forecast, 2019-2031
- 8.1. Market Analysis, Insights and Forecast - by Application
- 8.1.1. Personal and Family Use
- 8.1.2. Enterprise Use
- 8.2. Market Analysis, Insights and Forecast - by Types
- 8.2.1. Cloud-based
- 8.2.2. On-premises
- 8.1. Market Analysis, Insights and Forecast - by Application
- 9. Middle East & Africa Investing Apps Analysis, Insights and Forecast, 2019-2031
- 9.1. Market Analysis, Insights and Forecast - by Application
- 9.1.1. Personal and Family Use
- 9.1.2. Enterprise Use
- 9.2. Market Analysis, Insights and Forecast - by Types
- 9.2.1. Cloud-based
- 9.2.2. On-premises
- 9.1. Market Analysis, Insights and Forecast - by Application
- 10. Asia Pacific Investing Apps Analysis, Insights and Forecast, 2019-2031
- 10.1. Market Analysis, Insights and Forecast - by Application
- 10.1.1. Personal and Family Use
- 10.1.2. Enterprise Use
- 10.2. Market Analysis, Insights and Forecast - by Types
- 10.2.1. Cloud-based
- 10.2.2. On-premises
- 10.1. Market Analysis, Insights and Forecast - by Application
- 11. Competitive Analysis
- 11.1. Global Market Share Analysis 2024
- 11.2. Company Profiles
- 11.2.1 Robinhood
- 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 Acorns
- 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 SoFi
- 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 Ally
- 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 TD Ameritrade
- 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 Public Investing
- 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 Stockpile
- 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 Betterment
- 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 Cash App Investing
- 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 Stash
- 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)
- 11.2.11 Charles Schwab
- 11.2.11.1. Overview
- 11.2.11.2. Products
- 11.2.11.3. SWOT Analysis
- 11.2.11.4. Recent Developments
- 11.2.11.5. Financials (Based on Availability)
- 11.2.12 Fundrise
- 11.2.12.1. Overview
- 11.2.12.2. Products
- 11.2.12.3. SWOT Analysis
- 11.2.12.4. Recent Developments
- 11.2.12.5. Financials (Based on Availability)
- 11.2.13 Invstr
- 11.2.13.1. Overview
- 11.2.13.2. Products
- 11.2.13.3. SWOT Analysis
- 11.2.13.4. Recent Developments
- 11.2.13.5. Financials (Based on Availability)
- 11.2.14 M1 Finance
- 11.2.14.1. Overview
- 11.2.14.2. Products
- 11.2.14.3. SWOT Analysis
- 11.2.14.4. Recent Developments
- 11.2.14.5. Financials (Based on Availability)
- 11.2.15 Ellevest
- 11.2.15.1. Overview
- 11.2.15.2. Products
- 11.2.15.3. SWOT Analysis
- 11.2.15.4. Recent Developments
- 11.2.15.5. Financials (Based on Availability)
- 11.2.16 Suma Wealth
- 11.2.16.1. Overview
- 11.2.16.2. Products
- 11.2.16.3. SWOT Analysis
- 11.2.16.4. Recent Developments
- 11.2.16.5. Financials (Based on Availability)
- 11.2.1 Robinhood
List of Figures
- Figure 1: Global Investing Apps Revenue Breakdown (million, %) by Region 2024 & 2032
- Figure 2: North America Investing Apps Revenue (million), by Application 2024 & 2032
- Figure 3: North America Investing Apps Revenue Share (%), by Application 2024 & 2032
- Figure 4: North America Investing Apps Revenue (million), by Types 2024 & 2032
- Figure 5: North America Investing Apps Revenue Share (%), by Types 2024 & 2032
- Figure 6: North America Investing Apps Revenue (million), by Country 2024 & 2032
- Figure 7: North America Investing Apps Revenue Share (%), by Country 2024 & 2032
- Figure 8: South America Investing Apps Revenue (million), by Application 2024 & 2032
- Figure 9: South America Investing Apps Revenue Share (%), by Application 2024 & 2032
- Figure 10: South America Investing Apps Revenue (million), by Types 2024 & 2032
- Figure 11: South America Investing Apps Revenue Share (%), by Types 2024 & 2032
- Figure 12: South America Investing Apps Revenue (million), by Country 2024 & 2032
- Figure 13: South America Investing Apps Revenue Share (%), by Country 2024 & 2032
- Figure 14: Europe Investing Apps Revenue (million), by Application 2024 & 2032
- Figure 15: Europe Investing Apps Revenue Share (%), by Application 2024 & 2032
- Figure 16: Europe Investing Apps Revenue (million), by Types 2024 & 2032
- Figure 17: Europe Investing Apps Revenue Share (%), by Types 2024 & 2032
- Figure 18: Europe Investing Apps Revenue (million), by Country 2024 & 2032
- Figure 19: Europe Investing Apps Revenue Share (%), by Country 2024 & 2032
- Figure 20: Middle East & Africa Investing Apps Revenue (million), by Application 2024 & 2032
- Figure 21: Middle East & Africa Investing Apps Revenue Share (%), by Application 2024 & 2032
- Figure 22: Middle East & Africa Investing Apps Revenue (million), by Types 2024 & 2032
- Figure 23: Middle East & Africa Investing Apps Revenue Share (%), by Types 2024 & 2032
- Figure 24: Middle East & Africa Investing Apps Revenue (million), by Country 2024 & 2032
- Figure 25: Middle East & Africa Investing Apps Revenue Share (%), by Country 2024 & 2032
- Figure 26: Asia Pacific Investing Apps Revenue (million), by Application 2024 & 2032
- Figure 27: Asia Pacific Investing Apps Revenue Share (%), by Application 2024 & 2032
- Figure 28: Asia Pacific Investing Apps Revenue (million), by Types 2024 & 2032
- Figure 29: Asia Pacific Investing Apps Revenue Share (%), by Types 2024 & 2032
- Figure 30: Asia Pacific Investing Apps Revenue (million), by Country 2024 & 2032
- Figure 31: Asia Pacific Investing Apps Revenue Share (%), by Country 2024 & 2032
List of Tables
- Table 1: Global Investing Apps Revenue million Forecast, by Region 2019 & 2032
- Table 2: Global Investing Apps Revenue million Forecast, by Application 2019 & 2032
- Table 3: Global Investing Apps Revenue million Forecast, by Types 2019 & 2032
- Table 4: Global Investing Apps Revenue million Forecast, by Region 2019 & 2032
- Table 5: Global Investing Apps Revenue million Forecast, by Application 2019 & 2032
- Table 6: Global Investing Apps Revenue million Forecast, by Types 2019 & 2032
- Table 7: Global Investing Apps Revenue million Forecast, by Country 2019 & 2032
- Table 8: United States Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 9: Canada Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 10: Mexico Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 11: Global Investing Apps Revenue million Forecast, by Application 2019 & 2032
- Table 12: Global Investing Apps Revenue million Forecast, by Types 2019 & 2032
- Table 13: Global Investing Apps Revenue million Forecast, by Country 2019 & 2032
- Table 14: Brazil Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 15: Argentina Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 16: Rest of South America Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 17: Global Investing Apps Revenue million Forecast, by Application 2019 & 2032
- Table 18: Global Investing Apps Revenue million Forecast, by Types 2019 & 2032
- Table 19: Global Investing Apps Revenue million Forecast, by Country 2019 & 2032
- Table 20: United Kingdom Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 21: Germany Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 22: France Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 23: Italy Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 24: Spain Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 25: Russia Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 26: Benelux Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 27: Nordics Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 28: Rest of Europe Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 29: Global Investing Apps Revenue million Forecast, by Application 2019 & 2032
- Table 30: Global Investing Apps Revenue million Forecast, by Types 2019 & 2032
- Table 31: Global Investing Apps Revenue million Forecast, by Country 2019 & 2032
- Table 32: Turkey Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 33: Israel Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 34: GCC Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 35: North Africa Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 36: South Africa Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 37: Rest of Middle East & Africa Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 38: Global Investing Apps Revenue million Forecast, by Application 2019 & 2032
- Table 39: Global Investing Apps Revenue million Forecast, by Types 2019 & 2032
- Table 40: Global Investing Apps Revenue million Forecast, by Country 2019 & 2032
- Table 41: China Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 42: India Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 43: Japan Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 44: South Korea Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 45: ASEAN Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 46: Oceania Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
- Table 47: Rest of Asia Pacific Investing Apps Revenue (million) Forecast, by Application 2019 & 2032
Frequently Asked Questions
1. What is the projected Compound Annual Growth Rate (CAGR) of the Investing Apps?
The projected CAGR is approximately XX%.
2. Which companies are prominent players in the Investing Apps?
Key companies in the market include Robinhood, Acorns, SoFi, Ally, TD Ameritrade, Public Investing, Stockpile, Betterment, Cash App Investing, Stash, Charles Schwab, Fundrise, Invstr, M1 Finance, Ellevest, Suma Wealth.
3. What are the main segments of the Investing Apps?
The market segments include Application, Types.
4. Can you provide details about the market size?
The market size is estimated to be USD XXX million as of 2022.
5. What are some drivers contributing to market growth?
N/A
6. What are the notable trends driving market growth?
N/A
7. Are there any restraints impacting market growth?
N/A
8. Can you provide examples of recent developments in the market?
N/A
9. What pricing options are available for accessing the report?
Pricing options include single-user, multi-user, and enterprise licenses priced at USD 4350.00, USD 6525.00, and USD 8700.00 respectively.
10. Is the market size provided in terms of value or volume?
The market size is provided in terms of value, measured in million.
11. Are there any specific market keywords associated with the report?
Yes, the market keyword associated with the report is "Investing Apps," which aids in identifying and referencing the specific market segment covered.
12. How do I determine which pricing option suits my needs best?
The pricing options vary based on user requirements and access needs. Individual users may opt for single-user licenses, while businesses requiring broader access may choose multi-user or enterprise licenses for cost-effective access to the report.
13. Are there any additional resources or data provided in the Investing Apps report?
While the report offers comprehensive insights, it's advisable to review the specific contents or supplementary materials provided to ascertain if additional resources or data are available.
14. How can I stay updated on further developments or reports in the Investing Apps?
To stay informed about further developments, trends, and reports in the Investing Apps, consider subscribing to industry newsletters, following relevant companies and organizations, or regularly checking reputable industry news sources and publications.
Methodology
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