Global Beacon Management Software Market 2024 by Company, Regions, Type and Application, Forecast to 2030
According to our (Global Info Research) latest study, the global Beacon Management Software market size was valued at USD 2030.3 million in 2023 and is forecast to a readjusted size of USD 5237.1 million by 2030 with a CAGR of 14.5% during review period.
Beacon management software is an inevitable software for a company or an individual that has more than 30 deployed beacons. The deployment of numerous beacons makes it difficult to analyze the features that are associated with the beacons. These features include the battery status of several beacons located in multiple physical locations. The beacon management software tracks data output from multiple beacons and gives information regarding battery status, last ping time, and alerts regarding visitor analytics. It also provides insights on the behavior of visitors and their responses to the messages they receive.
Increase in need for managing platform for beacons, growth in awareness about proximity marketing among the retailers, and development in the market for smart cities drive the market. However, limitations on beacons installation is expected to hamper the beacons management software market share during the forecast period. The rise in implementation of beacons has amplified the number of beacons placement across different areas of store or company spaces for sending out the precise messages to target customers. Increase in the number of installed beacons complicates its management. Thus, companies find the need to use a platform, which facilitates management and control of deployed beacons. The increase in awareness of proximity marketing is witnessed in the retail sector due to the advancement of promotional strategies followed by major key players in the retail sector. America dominate the beacon management software market during the forecast period on account of increasing penetration of organized retail.
The Global Info Research report includes an overview of the development of the Beacon Management Software industry chain, the market status of Hypermarkets (Retail, Non-Retail), Supermarkets (Retail, Non-Retail), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Beacon Management Software.
Regionally, the report analyzes the Beacon Management Software markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Beacon Management Software market, with robust domestic demand, supportive policies, and a strong manufacturing base.
Key Features:
The report presents comprehensive understanding of the Beacon Management Software market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Beacon Management Software industry.
The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Retail, Non-Retail).
Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Beacon Management Software market.
Regional Analysis: The report involves examining the Beacon Management Software market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.
Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Beacon Management Software market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.
The report also involves a more granular approach to Beacon Management Software:
Company Analysis: Report covers individual Beacon Management Software players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.
Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Beacon Management Software This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (Hypermarkets, Supermarkets).
Technology Analysis: Report covers specific technologies relevant to Beacon Management Software. It assesses the current state, advancements, and potential future developments in Beacon Management Software areas.
Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Beacon Management Software market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.
Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.
Market Segmentation
Beacon Management Software market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.
Market segment by Type
Chapter 1, to describe Beacon Management Software product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Beacon Management Software, with revenue, gross margin and global market share of Beacon Management Software from 2019 to 2024.
Chapter 3, the Beacon Management Software competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2019 to 2030.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2019 to 2024.and Beacon Management Software market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Beacon Management Software.
Chapter 13, to describe Beacon Management Software research findings and conclusion.
Beacon management software is an inevitable software for a company or an individual that has more than 30 deployed beacons. The deployment of numerous beacons makes it difficult to analyze the features that are associated with the beacons. These features include the battery status of several beacons located in multiple physical locations. The beacon management software tracks data output from multiple beacons and gives information regarding battery status, last ping time, and alerts regarding visitor analytics. It also provides insights on the behavior of visitors and their responses to the messages they receive.
Increase in need for managing platform for beacons, growth in awareness about proximity marketing among the retailers, and development in the market for smart cities drive the market. However, limitations on beacons installation is expected to hamper the beacons management software market share during the forecast period. The rise in implementation of beacons has amplified the number of beacons placement across different areas of store or company spaces for sending out the precise messages to target customers. Increase in the number of installed beacons complicates its management. Thus, companies find the need to use a platform, which facilitates management and control of deployed beacons. The increase in awareness of proximity marketing is witnessed in the retail sector due to the advancement of promotional strategies followed by major key players in the retail sector. America dominate the beacon management software market during the forecast period on account of increasing penetration of organized retail.
The Global Info Research report includes an overview of the development of the Beacon Management Software industry chain, the market status of Hypermarkets (Retail, Non-Retail), Supermarkets (Retail, Non-Retail), and key enterprises in developed and developing market, and analysed the cutting-edge technology, patent, hot applications and market trends of Beacon Management Software.
Regionally, the report analyzes the Beacon Management Software markets in key regions. North America and Europe are experiencing steady growth, driven by government initiatives and increasing consumer awareness. Asia-Pacific, particularly China, leads the global Beacon Management Software market, with robust domestic demand, supportive policies, and a strong manufacturing base.
Key Features:
The report presents comprehensive understanding of the Beacon Management Software market. It provides a holistic view of the industry, as well as detailed insights into individual components and stakeholders. The report analysis market dynamics, trends, challenges, and opportunities within the Beacon Management Software industry.
The report involves analyzing the market at a macro level:
Market Sizing and Segmentation: Report collect data on the overall market size, including the revenue generated, and market share of different by Type (e.g., Retail, Non-Retail).
Industry Analysis: Report analyse the broader industry trends, such as government policies and regulations, technological advancements, consumer preferences, and market dynamics. This analysis helps in understanding the key drivers and challenges influencing the Beacon Management Software market.
Regional Analysis: The report involves examining the Beacon Management Software market at a regional or national level. Report analyses regional factors such as government incentives, infrastructure development, economic conditions, and consumer behaviour to identify variations and opportunities within different markets.
Market Projections: Report covers the gathered data and analysis to make future projections and forecasts for the Beacon Management Software market. This may include estimating market growth rates, predicting market demand, and identifying emerging trends.
The report also involves a more granular approach to Beacon Management Software:
Company Analysis: Report covers individual Beacon Management Software players, suppliers, and other relevant industry players. This analysis includes studying their financial performance, market positioning, product portfolios, partnerships, and strategies.
Consumer Analysis: Report covers data on consumer behaviour, preferences, and attitudes towards Beacon Management Software This may involve surveys, interviews, and analysis of consumer reviews and feedback from different by Application (Hypermarkets, Supermarkets).
Technology Analysis: Report covers specific technologies relevant to Beacon Management Software. It assesses the current state, advancements, and potential future developments in Beacon Management Software areas.
Competitive Landscape: By analyzing individual companies, suppliers, and consumers, the report present insights into the competitive landscape of the Beacon Management Software market. This analysis helps understand market share, competitive advantages, and potential areas for differentiation among industry players.
Market Validation: The report involves validating findings and projections through primary research, such as surveys, interviews, and focus groups.
Market Segmentation
Beacon Management Software market is split by Type and by Application. For the period 2019-2030, the growth among segments provides accurate calculations and forecasts for consumption value by Type, and by Application in terms of value.
Market segment by Type
- Retail
- Non-Retail
- Hypermarkets
- Supermarkets
- Department Stores
- Discounters
- Specialty Stores
- Cash and Carry Stores
- Estimote
- Kontakt.io
- Gimbal
- North America (United States, Canada, and Mexico)
- Europe (Germany, France, UK, Russia, Italy, and Rest of Europe)
- Asia-Pacific (China, Japan, South Korea, India, Southeast Asia, Australia and Rest of Asia-Pacific)
- South America (Brazil, Argentina and Rest of South America)
- Middle East & Africa (Turkey, Saudi Arabia, UAE, Rest of Middle East & Africa)
Chapter 1, to describe Beacon Management Software product scope, market overview, market estimation caveats and base year.
Chapter 2, to profile the top players of Beacon Management Software, with revenue, gross margin and global market share of Beacon Management Software from 2019 to 2024.
Chapter 3, the Beacon Management Software competitive situation, revenue and global market share of top players are analyzed emphatically by landscape contrast.
Chapter 4 and 5, to segment the market size by Type and application, with consumption value and growth rate by Type, application, from 2019 to 2030.
Chapter 6, 7, 8, 9, and 10, to break the market size data at the country level, with revenue and market share for key countries in the world, from 2019 to 2024.and Beacon Management Software market forecast, by regions, type and application, with consumption value, from 2025 to 2030.
Chapter 11, market dynamics, drivers, restraints, trends and Porters Five Forces analysis.
Chapter 12, the key raw materials and key suppliers, and industry chain of Beacon Management Software.
Chapter 13, to describe Beacon Management Software research findings and conclusion.
1 MARKET OVERVIEW
1.1 Product Overview and Scope of Beacon Management Software
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Beacon Management Software by Type
1.3.1 Overview: Global Beacon Management Software Market Size by Type: 2019 Versus 2023 Versus 2030
1.3.2 Global Beacon Management Software Consumption Value Market Share by Type in 2023
1.3.3 Retail
1.3.4 Non-Retail
1.4 Global Beacon Management Software Market by Application
1.4.1 Overview: Global Beacon Management Software Market Size by Application: 2019 Versus 2023 Versus 2030
1.4.2 Hypermarkets
1.4.3 Supermarkets
1.4.4 Department Stores
1.4.5 Discounters
1.4.6 Specialty Stores
1.4.7 Cash and Carry Stores
1.5 Global Beacon Management Software Market Size & Forecast
1.6 Global Beacon Management Software Market Size and Forecast by Region
1.6.1 Global Beacon Management Software Market Size by Region: 2019 VS 2023 VS 2030
1.6.2 Global Beacon Management Software Market Size by Region, (2019-2030)
1.6.3 North America Beacon Management Software Market Size and Prospect (2019-2030)
1.6.4 Europe Beacon Management Software Market Size and Prospect (2019-2030)
1.6.5 Asia-Pacific Beacon Management Software Market Size and Prospect (2019-2030)
1.6.6 South America Beacon Management Software Market Size and Prospect (2019-2030)
1.6.7 Middle East and Africa Beacon Management Software Market Size and Prospect (2019-2030)
2 COMPANY PROFILES
2.1 Estimote
2.1.1 Estimote Details
2.1.2 Estimote Major Business
2.1.3 Estimote Beacon Management Software Product and Solutions
2.1.4 Estimote Beacon Management Software Revenue, Gross Margin and Market Share (2019-2024)
2.1.5 Estimote Recent Developments and Future Plans
2.2 Kontakt.io
2.2.1 Kontakt.io Details
2.2.2 Kontakt.io Major Business
2.2.3 Kontakt.io Beacon Management Software Product and Solutions
2.2.4 Kontakt.io Beacon Management Software Revenue, Gross Margin and Market Share (2019-2024)
2.2.5 Kontakt.io Recent Developments and Future Plans
2.3 Gimbal
2.3.1 Gimbal Details
2.3.2 Gimbal Major Business
2.3.3 Gimbal Beacon Management Software Product and Solutions
2.3.4 Gimbal Beacon Management Software Revenue, Gross Margin and Market Share (2019-2024)
2.3.5 Gimbal Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global Beacon Management Software Revenue and Share by Players (2019-2024)
3.2 Market Share Analysis (2023)
3.2.1 Market Share of Beacon Management Software by Company Revenue
3.2.2 Top 3 Beacon Management Software Players Market Share in 2023
3.2.3 Top 6 Beacon Management Software Players Market Share in 2023
3.3 Beacon Management Software Market: Overall Company Footprint Analysis
3.3.1 Beacon Management Software Market: Region Footprint
3.3.2 Beacon Management Software Market: Company Product Type Footprint
3.3.3 Beacon Management Software Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global Beacon Management Software Consumption Value and Market Share by Type (2019-2024)
4.2 Global Beacon Management Software Market Forecast by Type (2025-2030)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global Beacon Management Software Consumption Value Market Share by Application (2019-2024)
5.2 Global Beacon Management Software Market Forecast by Application (2025-2030)
6 NORTH AMERICA
6.1 North America Beacon Management Software Consumption Value by Type (2019-2030)
6.2 North America Beacon Management Software Consumption Value by Application (2019-2030)
6.3 North America Beacon Management Software Market Size by Country
6.3.1 North America Beacon Management Software Consumption Value by Country (2019-2030)
6.3.2 United States Beacon Management Software Market Size and Forecast (2019-2030)
6.3.3 Canada Beacon Management Software Market Size and Forecast (2019-2030)
6.3.4 Mexico Beacon Management Software Market Size and Forecast (2019-2030)
7 EUROPE
7.1 Europe Beacon Management Software Consumption Value by Type (2019-2030)
7.2 Europe Beacon Management Software Consumption Value by Application (2019-2030)
7.3 Europe Beacon Management Software Market Size by Country
7.3.1 Europe Beacon Management Software Consumption Value by Country (2019-2030)
7.3.2 Germany Beacon Management Software Market Size and Forecast (2019-2030)
7.3.3 France Beacon Management Software Market Size and Forecast (2019-2030)
7.3.4 United Kingdom Beacon Management Software Market Size and Forecast (2019-2030)
7.3.5 Russia Beacon Management Software Market Size and Forecast (2019-2030)
7.3.6 Italy Beacon Management Software Market Size and Forecast (2019-2030)
8 ASIA-PACIFIC
8.1 Asia-Pacific Beacon Management Software Consumption Value by Type (2019-2030)
8.2 Asia-Pacific Beacon Management Software Consumption Value by Application (2019-2030)
8.3 Asia-Pacific Beacon Management Software Market Size by Region
8.3.1 Asia-Pacific Beacon Management Software Consumption Value by Region (2019-2030)
8.3.2 China Beacon Management Software Market Size and Forecast (2019-2030)
8.3.3 Japan Beacon Management Software Market Size and Forecast (2019-2030)
8.3.4 South Korea Beacon Management Software Market Size and Forecast (2019-2030)
8.3.5 India Beacon Management Software Market Size and Forecast (2019-2030)
8.3.6 Southeast Asia Beacon Management Software Market Size and Forecast (2019-2030)
8.3.7 Australia Beacon Management Software Market Size and Forecast (2019-2030)
9 SOUTH AMERICA
9.1 South America Beacon Management Software Consumption Value by Type (2019-2030)
9.2 South America Beacon Management Software Consumption Value by Application (2019-2030)
9.3 South America Beacon Management Software Market Size by Country
9.3.1 South America Beacon Management Software Consumption Value by Country (2019-2030)
9.3.2 Brazil Beacon Management Software Market Size and Forecast (2019-2030)
9.3.3 Argentina Beacon Management Software Market Size and Forecast (2019-2030)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa Beacon Management Software Consumption Value by Type (2019-2030)
10.2 Middle East & Africa Beacon Management Software Consumption Value by Application (2019-2030)
10.3 Middle East & Africa Beacon Management Software Market Size by Country
10.3.1 Middle East & Africa Beacon Management Software Consumption Value by Country (2019-2030)
10.3.2 Turkey Beacon Management Software Market Size and Forecast (2019-2030)
10.3.3 Saudi Arabia Beacon Management Software Market Size and Forecast (2019-2030)
10.3.4 UAE Beacon Management Software Market Size and Forecast (2019-2030)
11 MARKET DYNAMICS
11.1 Beacon Management Software Market Drivers
11.2 Beacon Management Software Market Restraints
11.3 Beacon Management Software Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 INDUSTRY CHAIN ANALYSIS
12.1 Beacon Management Software Industry Chain
12.2 Beacon Management Software Upstream Analysis
12.3 Beacon Management Software Midstream Analysis
12.4 Beacon Management Software Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
1.1 Product Overview and Scope of Beacon Management Software
1.2 Market Estimation Caveats and Base Year
1.3 Classification of Beacon Management Software by Type
1.3.1 Overview: Global Beacon Management Software Market Size by Type: 2019 Versus 2023 Versus 2030
1.3.2 Global Beacon Management Software Consumption Value Market Share by Type in 2023
1.3.3 Retail
1.3.4 Non-Retail
1.4 Global Beacon Management Software Market by Application
1.4.1 Overview: Global Beacon Management Software Market Size by Application: 2019 Versus 2023 Versus 2030
1.4.2 Hypermarkets
1.4.3 Supermarkets
1.4.4 Department Stores
1.4.5 Discounters
1.4.6 Specialty Stores
1.4.7 Cash and Carry Stores
1.5 Global Beacon Management Software Market Size & Forecast
1.6 Global Beacon Management Software Market Size and Forecast by Region
1.6.1 Global Beacon Management Software Market Size by Region: 2019 VS 2023 VS 2030
1.6.2 Global Beacon Management Software Market Size by Region, (2019-2030)
1.6.3 North America Beacon Management Software Market Size and Prospect (2019-2030)
1.6.4 Europe Beacon Management Software Market Size and Prospect (2019-2030)
1.6.5 Asia-Pacific Beacon Management Software Market Size and Prospect (2019-2030)
1.6.6 South America Beacon Management Software Market Size and Prospect (2019-2030)
1.6.7 Middle East and Africa Beacon Management Software Market Size and Prospect (2019-2030)
2 COMPANY PROFILES
2.1 Estimote
2.1.1 Estimote Details
2.1.2 Estimote Major Business
2.1.3 Estimote Beacon Management Software Product and Solutions
2.1.4 Estimote Beacon Management Software Revenue, Gross Margin and Market Share (2019-2024)
2.1.5 Estimote Recent Developments and Future Plans
2.2 Kontakt.io
2.2.1 Kontakt.io Details
2.2.2 Kontakt.io Major Business
2.2.3 Kontakt.io Beacon Management Software Product and Solutions
2.2.4 Kontakt.io Beacon Management Software Revenue, Gross Margin and Market Share (2019-2024)
2.2.5 Kontakt.io Recent Developments and Future Plans
2.3 Gimbal
2.3.1 Gimbal Details
2.3.2 Gimbal Major Business
2.3.3 Gimbal Beacon Management Software Product and Solutions
2.3.4 Gimbal Beacon Management Software Revenue, Gross Margin and Market Share (2019-2024)
2.3.5 Gimbal Recent Developments and Future Plans
3 MARKET COMPETITION, BY PLAYERS
3.1 Global Beacon Management Software Revenue and Share by Players (2019-2024)
3.2 Market Share Analysis (2023)
3.2.1 Market Share of Beacon Management Software by Company Revenue
3.2.2 Top 3 Beacon Management Software Players Market Share in 2023
3.2.3 Top 6 Beacon Management Software Players Market Share in 2023
3.3 Beacon Management Software Market: Overall Company Footprint Analysis
3.3.1 Beacon Management Software Market: Region Footprint
3.3.2 Beacon Management Software Market: Company Product Type Footprint
3.3.3 Beacon Management Software Market: Company Product Application Footprint
3.4 New Market Entrants and Barriers to Market Entry
3.5 Mergers, Acquisition, Agreements, and Collaborations
4 MARKET SIZE SEGMENT BY TYPE
4.1 Global Beacon Management Software Consumption Value and Market Share by Type (2019-2024)
4.2 Global Beacon Management Software Market Forecast by Type (2025-2030)
5 MARKET SIZE SEGMENT BY APPLICATION
5.1 Global Beacon Management Software Consumption Value Market Share by Application (2019-2024)
5.2 Global Beacon Management Software Market Forecast by Application (2025-2030)
6 NORTH AMERICA
6.1 North America Beacon Management Software Consumption Value by Type (2019-2030)
6.2 North America Beacon Management Software Consumption Value by Application (2019-2030)
6.3 North America Beacon Management Software Market Size by Country
6.3.1 North America Beacon Management Software Consumption Value by Country (2019-2030)
6.3.2 United States Beacon Management Software Market Size and Forecast (2019-2030)
6.3.3 Canada Beacon Management Software Market Size and Forecast (2019-2030)
6.3.4 Mexico Beacon Management Software Market Size and Forecast (2019-2030)
7 EUROPE
7.1 Europe Beacon Management Software Consumption Value by Type (2019-2030)
7.2 Europe Beacon Management Software Consumption Value by Application (2019-2030)
7.3 Europe Beacon Management Software Market Size by Country
7.3.1 Europe Beacon Management Software Consumption Value by Country (2019-2030)
7.3.2 Germany Beacon Management Software Market Size and Forecast (2019-2030)
7.3.3 France Beacon Management Software Market Size and Forecast (2019-2030)
7.3.4 United Kingdom Beacon Management Software Market Size and Forecast (2019-2030)
7.3.5 Russia Beacon Management Software Market Size and Forecast (2019-2030)
7.3.6 Italy Beacon Management Software Market Size and Forecast (2019-2030)
8 ASIA-PACIFIC
8.1 Asia-Pacific Beacon Management Software Consumption Value by Type (2019-2030)
8.2 Asia-Pacific Beacon Management Software Consumption Value by Application (2019-2030)
8.3 Asia-Pacific Beacon Management Software Market Size by Region
8.3.1 Asia-Pacific Beacon Management Software Consumption Value by Region (2019-2030)
8.3.2 China Beacon Management Software Market Size and Forecast (2019-2030)
8.3.3 Japan Beacon Management Software Market Size and Forecast (2019-2030)
8.3.4 South Korea Beacon Management Software Market Size and Forecast (2019-2030)
8.3.5 India Beacon Management Software Market Size and Forecast (2019-2030)
8.3.6 Southeast Asia Beacon Management Software Market Size and Forecast (2019-2030)
8.3.7 Australia Beacon Management Software Market Size and Forecast (2019-2030)
9 SOUTH AMERICA
9.1 South America Beacon Management Software Consumption Value by Type (2019-2030)
9.2 South America Beacon Management Software Consumption Value by Application (2019-2030)
9.3 South America Beacon Management Software Market Size by Country
9.3.1 South America Beacon Management Software Consumption Value by Country (2019-2030)
9.3.2 Brazil Beacon Management Software Market Size and Forecast (2019-2030)
9.3.3 Argentina Beacon Management Software Market Size and Forecast (2019-2030)
10 MIDDLE EAST & AFRICA
10.1 Middle East & Africa Beacon Management Software Consumption Value by Type (2019-2030)
10.2 Middle East & Africa Beacon Management Software Consumption Value by Application (2019-2030)
10.3 Middle East & Africa Beacon Management Software Market Size by Country
10.3.1 Middle East & Africa Beacon Management Software Consumption Value by Country (2019-2030)
10.3.2 Turkey Beacon Management Software Market Size and Forecast (2019-2030)
10.3.3 Saudi Arabia Beacon Management Software Market Size and Forecast (2019-2030)
10.3.4 UAE Beacon Management Software Market Size and Forecast (2019-2030)
11 MARKET DYNAMICS
11.1 Beacon Management Software Market Drivers
11.2 Beacon Management Software Market Restraints
11.3 Beacon Management Software Trends Analysis
11.4 Porters Five Forces Analysis
11.4.1 Threat of New Entrants
11.4.2 Bargaining Power of Suppliers
11.4.3 Bargaining Power of Buyers
11.4.4 Threat of Substitutes
11.4.5 Competitive Rivalry
12 INDUSTRY CHAIN ANALYSIS
12.1 Beacon Management Software Industry Chain
12.2 Beacon Management Software Upstream Analysis
12.3 Beacon Management Software Midstream Analysis
12.4 Beacon Management Software Downstream Analysis
13 RESEARCH FINDINGS AND CONCLUSION
14 APPENDIX
14.1 Methodology
14.2 Research Process and Data Source
14.3 Disclaimer
LIST OF TABLES
Table 1. Global Beacon Management Software Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Table 2. Global Beacon Management Software Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
Table 3. Global Beacon Management Software Consumption Value by Region (2019-2024) & (USD Million)
Table 4. Global Beacon Management Software Consumption Value by Region (2025-2030) & (USD Million)
Table 5. Estimote Company Information, Head Office, and Major Competitors
Table 6. Estimote Major Business
Table 7. Estimote Beacon Management Software Product and Solutions
Table 8. Estimote Beacon Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 9. Estimote Recent Developments and Future Plans
Table 10. Kontakt.io Company Information, Head Office, and Major Competitors
Table 11. Kontakt.io Major Business
Table 12. Kontakt.io Beacon Management Software Product and Solutions
Table 13. Kontakt.io Beacon Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 14. Kontakt.io Recent Developments and Future Plans
Table 15. Gimbal Company Information, Head Office, and Major Competitors
Table 16. Gimbal Major Business
Table 17. Gimbal Beacon Management Software Product and Solutions
Table 18. Gimbal Beacon Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 19. Gimbal Recent Developments and Future Plans
Table 20. Global Beacon Management Software Revenue (USD Million) by Players (2019-2024)
Table 21. Global Beacon Management Software Revenue Share by Players (2019-2024)
Table 22. Breakdown of Beacon Management Software by Company Type (Tier 1, Tier 2, and Tier 3)
Table 23. Market Position of Players in Beacon Management Software, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
Table 24. Head Office of Key Beacon Management Software Players
Table 25. Beacon Management Software Market: Company Product Type Footprint
Table 26. Beacon Management Software Market: Company Product Application Footprint
Table 27. Beacon Management Software New Market Entrants and Barriers to Market Entry
Table 28. Beacon Management Software Mergers, Acquisition, Agreements, and Collaborations
Table 29. Global Beacon Management Software Consumption Value (USD Million) by Type (2019-2024)
Table 30. Global Beacon Management Software Consumption Value Share by Type (2019-2024)
Table 31. Global Beacon Management Software Consumption Value Forecast by Type (2025-2030)
Table 32. Global Beacon Management Software Consumption Value by Application (2019-2024)
Table 33. Global Beacon Management Software Consumption Value Forecast by Application (2025-2030)
Table 34. North America Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 35. North America Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 36. North America Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 37. North America Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 38. North America Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 39. North America Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 40. Europe Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 41. Europe Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 42. Europe Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 43. Europe Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 44. Europe Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 45. Europe Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 46. Asia-Pacific Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 47. Asia-Pacific Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 48. Asia-Pacific Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 49. Asia-Pacific Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 50. Asia-Pacific Beacon Management Software Consumption Value by Region (2019-2024) & (USD Million)
Table 51. Asia-Pacific Beacon Management Software Consumption Value by Region (2025-2030) & (USD Million)
Table 52. South America Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 53. South America Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 54. South America Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 55. South America Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 56. South America Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 57. South America Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 58. Middle East & Africa Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 59. Middle East & Africa Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 60. Middle East & Africa Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 61. Middle East & Africa Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 62. Middle East & Africa Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 63. Middle East & Africa Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 64. Beacon Management Software Raw Material
Table 65. Key Suppliers of Beacon Management Software Raw Materials
Table 1. Global Beacon Management Software Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Table 2. Global Beacon Management Software Consumption Value by Application, (USD Million), 2019 & 2023 & 2030
Table 3. Global Beacon Management Software Consumption Value by Region (2019-2024) & (USD Million)
Table 4. Global Beacon Management Software Consumption Value by Region (2025-2030) & (USD Million)
Table 5. Estimote Company Information, Head Office, and Major Competitors
Table 6. Estimote Major Business
Table 7. Estimote Beacon Management Software Product and Solutions
Table 8. Estimote Beacon Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 9. Estimote Recent Developments and Future Plans
Table 10. Kontakt.io Company Information, Head Office, and Major Competitors
Table 11. Kontakt.io Major Business
Table 12. Kontakt.io Beacon Management Software Product and Solutions
Table 13. Kontakt.io Beacon Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 14. Kontakt.io Recent Developments and Future Plans
Table 15. Gimbal Company Information, Head Office, and Major Competitors
Table 16. Gimbal Major Business
Table 17. Gimbal Beacon Management Software Product and Solutions
Table 18. Gimbal Beacon Management Software Revenue (USD Million), Gross Margin and Market Share (2019-2024)
Table 19. Gimbal Recent Developments and Future Plans
Table 20. Global Beacon Management Software Revenue (USD Million) by Players (2019-2024)
Table 21. Global Beacon Management Software Revenue Share by Players (2019-2024)
Table 22. Breakdown of Beacon Management Software by Company Type (Tier 1, Tier 2, and Tier 3)
Table 23. Market Position of Players in Beacon Management Software, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2023
Table 24. Head Office of Key Beacon Management Software Players
Table 25. Beacon Management Software Market: Company Product Type Footprint
Table 26. Beacon Management Software Market: Company Product Application Footprint
Table 27. Beacon Management Software New Market Entrants and Barriers to Market Entry
Table 28. Beacon Management Software Mergers, Acquisition, Agreements, and Collaborations
Table 29. Global Beacon Management Software Consumption Value (USD Million) by Type (2019-2024)
Table 30. Global Beacon Management Software Consumption Value Share by Type (2019-2024)
Table 31. Global Beacon Management Software Consumption Value Forecast by Type (2025-2030)
Table 32. Global Beacon Management Software Consumption Value by Application (2019-2024)
Table 33. Global Beacon Management Software Consumption Value Forecast by Application (2025-2030)
Table 34. North America Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 35. North America Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 36. North America Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 37. North America Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 38. North America Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 39. North America Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 40. Europe Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 41. Europe Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 42. Europe Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 43. Europe Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 44. Europe Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 45. Europe Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 46. Asia-Pacific Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 47. Asia-Pacific Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 48. Asia-Pacific Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 49. Asia-Pacific Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 50. Asia-Pacific Beacon Management Software Consumption Value by Region (2019-2024) & (USD Million)
Table 51. Asia-Pacific Beacon Management Software Consumption Value by Region (2025-2030) & (USD Million)
Table 52. South America Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 53. South America Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 54. South America Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 55. South America Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 56. South America Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 57. South America Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 58. Middle East & Africa Beacon Management Software Consumption Value by Type (2019-2024) & (USD Million)
Table 59. Middle East & Africa Beacon Management Software Consumption Value by Type (2025-2030) & (USD Million)
Table 60. Middle East & Africa Beacon Management Software Consumption Value by Application (2019-2024) & (USD Million)
Table 61. Middle East & Africa Beacon Management Software Consumption Value by Application (2025-2030) & (USD Million)
Table 62. Middle East & Africa Beacon Management Software Consumption Value by Country (2019-2024) & (USD Million)
Table 63. Middle East & Africa Beacon Management Software Consumption Value by Country (2025-2030) & (USD Million)
Table 64. Beacon Management Software Raw Material
Table 65. Key Suppliers of Beacon Management Software Raw Materials
LIST OF FIGURES
Figure 1. Beacon Management Software Picture
Figure 2. Global Beacon Management Software Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 3. Global Beacon Management Software Consumption Value Market Share by Type in 2023
Figure 4. Retail
Figure 5. Non-Retail
Figure 6. Global Beacon Management Software Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 7. Beacon Management Software Consumption Value Market Share by Application in 2023
Figure 8. Hypermarkets Picture
Figure 9. Supermarkets Picture
Figure 10. Department Stores Picture
Figure 11. Discounters Picture
Figure 12. Specialty Stores Picture
Figure 13. Cash and Carry Stores Picture
Figure 14. Global Beacon Management Software Consumption Value, (USD Million): 2019 & 2023 & 2030
Figure 15. Global Beacon Management Software Consumption Value and Forecast (2019-2030) & (USD Million)
Figure 16. Global Market Beacon Management Software Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
Figure 17. Global Beacon Management Software Consumption Value Market Share by Region (2019-2030)
Figure 18. Global Beacon Management Software Consumption Value Market Share by Region in 2023
Figure 19. North America Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 20. Europe Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 21. Asia-Pacific Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 22. South America Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 23. Middle East and Africa Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 24. Global Beacon Management Software Revenue Share by Players in 2023
Figure 25. Beacon Management Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
Figure 26. Global Top 3 Players Beacon Management Software Market Share in 2023
Figure 27. Global Top 6 Players Beacon Management Software Market Share in 2023
Figure 28. Global Beacon Management Software Consumption Value Share by Type (2019-2024)
Figure 29. Global Beacon Management Software Market Share Forecast by Type (2025-2030)
Figure 30. Global Beacon Management Software Consumption Value Share by Application (2019-2024)
Figure 31. Global Beacon Management Software Market Share Forecast by Application (2025-2030)
Figure 32. North America Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 33. North America Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 34. North America Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 35. United States Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 36. Canada Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 37. Mexico Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 38. Europe Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 39. Europe Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 40. Europe Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 41. Germany Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 42. France Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 43. United Kingdom Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 44. Russia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 45. Italy Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 46. Asia-Pacific Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 47. Asia-Pacific Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 48. Asia-Pacific Beacon Management Software Consumption Value Market Share by Region (2019-2030)
Figure 49. China Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 50. Japan Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 51. South Korea Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 52. India Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 53. Southeast Asia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 54. Australia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 55. South America Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 56. South America Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 57. South America Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 58. Brazil Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 59. Argentina Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 60. Middle East and Africa Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 61. Middle East and Africa Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 62. Middle East and Africa Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 63. Turkey Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 64. Saudi Arabia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 65. UAE Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 66. Beacon Management Software Market Drivers
Figure 67. Beacon Management Software Market Restraints
Figure 68. Beacon Management Software Market Trends
Figure 69. Porters Five Forces Analysis
Figure 70. Manufacturing Cost Structure Analysis of Beacon Management Software in 2023
Figure 71. Manufacturing Process Analysis of Beacon Management Software
Figure 72. Beacon Management Software Industrial Chain
Figure 73. Methodology
Figure 74. Research Process and Data Source
Figure 1. Beacon Management Software Picture
Figure 2. Global Beacon Management Software Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 3. Global Beacon Management Software Consumption Value Market Share by Type in 2023
Figure 4. Retail
Figure 5. Non-Retail
Figure 6. Global Beacon Management Software Consumption Value by Type, (USD Million), 2019 & 2023 & 2030
Figure 7. Beacon Management Software Consumption Value Market Share by Application in 2023
Figure 8. Hypermarkets Picture
Figure 9. Supermarkets Picture
Figure 10. Department Stores Picture
Figure 11. Discounters Picture
Figure 12. Specialty Stores Picture
Figure 13. Cash and Carry Stores Picture
Figure 14. Global Beacon Management Software Consumption Value, (USD Million): 2019 & 2023 & 2030
Figure 15. Global Beacon Management Software Consumption Value and Forecast (2019-2030) & (USD Million)
Figure 16. Global Market Beacon Management Software Consumption Value (USD Million) Comparison by Region (2019 & 2023 & 2030)
Figure 17. Global Beacon Management Software Consumption Value Market Share by Region (2019-2030)
Figure 18. Global Beacon Management Software Consumption Value Market Share by Region in 2023
Figure 19. North America Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 20. Europe Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 21. Asia-Pacific Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 22. South America Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 23. Middle East and Africa Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 24. Global Beacon Management Software Revenue Share by Players in 2023
Figure 25. Beacon Management Software Market Share by Company Type (Tier 1, Tier 2 and Tier 3) in 2023
Figure 26. Global Top 3 Players Beacon Management Software Market Share in 2023
Figure 27. Global Top 6 Players Beacon Management Software Market Share in 2023
Figure 28. Global Beacon Management Software Consumption Value Share by Type (2019-2024)
Figure 29. Global Beacon Management Software Market Share Forecast by Type (2025-2030)
Figure 30. Global Beacon Management Software Consumption Value Share by Application (2019-2024)
Figure 31. Global Beacon Management Software Market Share Forecast by Application (2025-2030)
Figure 32. North America Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 33. North America Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 34. North America Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 35. United States Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 36. Canada Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 37. Mexico Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 38. Europe Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 39. Europe Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 40. Europe Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 41. Germany Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 42. France Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 43. United Kingdom Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 44. Russia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 45. Italy Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 46. Asia-Pacific Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 47. Asia-Pacific Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 48. Asia-Pacific Beacon Management Software Consumption Value Market Share by Region (2019-2030)
Figure 49. China Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 50. Japan Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 51. South Korea Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 52. India Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 53. Southeast Asia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 54. Australia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 55. South America Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 56. South America Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 57. South America Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 58. Brazil Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 59. Argentina Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 60. Middle East and Africa Beacon Management Software Consumption Value Market Share by Type (2019-2030)
Figure 61. Middle East and Africa Beacon Management Software Consumption Value Market Share by Application (2019-2030)
Figure 62. Middle East and Africa Beacon Management Software Consumption Value Market Share by Country (2019-2030)
Figure 63. Turkey Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 64. Saudi Arabia Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 65. UAE Beacon Management Software Consumption Value (2019-2030) & (USD Million)
Figure 66. Beacon Management Software Market Drivers
Figure 67. Beacon Management Software Market Restraints
Figure 68. Beacon Management Software Market Trends
Figure 69. Porters Five Forces Analysis
Figure 70. Manufacturing Cost Structure Analysis of Beacon Management Software in 2023
Figure 71. Manufacturing Process Analysis of Beacon Management Software
Figure 72. Beacon Management Software Industrial Chain
Figure 73. Methodology
Figure 74. Research Process and Data Source
