
Global Tag Management System Market Size study & Forecast, by Component (Tools and Service), Application (User Experience Management, Risk & Compliance Management, Others), Deployment Mode (On-premises and Cloud), Organizational size (Small and Medium Sc
Description
Global Tag Management System Market Size study & Forecast, by Component (Tools and Service), Application (User Experience Management, Risk & Compliance Management, Others), Deployment Mode (On-premises and Cloud), Organizational size (Small and Medium Scale and Large Scale), and Industry Vertical (Healthcare, Retail & E-commerce, BFSI, IT & Telecommunication, Others) and Regional Analysis, 2022-2029
Global Tag Management System Market is valued approximately USD XX billion in 2021 and is anticipated to grow with a healthy growth rate of more than XX% over the forecast period 2022-2029. The tag management system can be defined as software utilized by marketers to manage, maintain, and implement tags in digital marketing. This system has its application for managing the tags for webpages, videos, and apps. This software facilitates user in collecting visitor buying behavior information from various digital platforms and to simplify the process of maintaining and managing all tagging decisions. The increasing penetration of web-based applications and growing need for regulation and compliance in data governance are key factors driving the market growth.
The increasing penetration of web-based applications is contributing towards the growth of the Global Tag Management System Market. For instance – as per Statista – in 2021, the global cloud applications market was valued at USD 133.6 billion and is expected to grow to USD 168.6 billion by 2025. Also, increasing adoption of Cloud & IoT technologies and rising spending on digital transformation in enterprises would create lucrative growth prospectus for the market over the forecast period. However, the high cost of Tag Management System stifles market growth throughout the forecast period of 2022-2029.
The key regions considered for the Global Tag Management System Market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. North America dominated the market in terms of revenue, owing to the dominance of leading market players and rising adoption of cloud application services in the region. Whereas Asia Pacific is expected to grow with a highest CAGR during the forecast period, owing to factors such as rise in cloud deployment and technological advancement among small & medium businesses, and ongoing modernization of digital marketing techniques in the region.
Major market player included in this report are:
Google LLC
IBM Corporation
Adobe Inc.
Tealium.
Ensighten
Adform
AT Internet
Commanders Act
Datalicious PTY LTD.
Matomo.org
Recent Developments in the Market:
In August 2022, Google’s has announced launch of a new Google tag update, which will enable marketers to utilize a single, reusable tag.
Global Tag Management System Market Report Scope:
Historical Data 2019-2020-2021
Base Year for Estimation 2021
Forecast period 2022-2029
Report Coverage Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
Segments Covered Component, Application, Deployment Mode, Organizational Size, Industry Vertical, Region
Regional Scope North America; Europe; Asia Pacific; Latin America; Rest of the World
Customization Scope Free report customization (equivalent up to 8 analyst’s working hours) with purchase. Addition or alteration to country, regional & segment scope*
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.
The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:
By Component
Tools
Service
By Application
User Experience Management
Risk & Compliance Management
others
By Deployment Mode
On-premises
Cloud
By Organizational size
Small and Medium Scale
Large Scale
By Industry Vertical
Healthcare
Retail & E-commerce
BFSI
IT & Telecommunication
Others
By Region:
North America
U.S.
Canada
Europe
UK
Germany
France
Spain
Italy
ROE
Asia Pacific
China
India
Japan
Australia
South Korea
RoAPAC
Latin America
Brazil
Mexico
RoLA
Rest of the World
Companies Mentioned
Google LLC
IBM Corporation
Adobe Inc.
Tealium.
Ensighten
Adform
AT Internet
Commanders Act
Datalicious PTY LTD.
Matomo.org
Please note:The single user license is non-downloadable and non-printable. Global Site license allows these actions.
Global Tag Management System Market is valued approximately USD XX billion in 2021 and is anticipated to grow with a healthy growth rate of more than XX% over the forecast period 2022-2029. The tag management system can be defined as software utilized by marketers to manage, maintain, and implement tags in digital marketing. This system has its application for managing the tags for webpages, videos, and apps. This software facilitates user in collecting visitor buying behavior information from various digital platforms and to simplify the process of maintaining and managing all tagging decisions. The increasing penetration of web-based applications and growing need for regulation and compliance in data governance are key factors driving the market growth.
The increasing penetration of web-based applications is contributing towards the growth of the Global Tag Management System Market. For instance – as per Statista – in 2021, the global cloud applications market was valued at USD 133.6 billion and is expected to grow to USD 168.6 billion by 2025. Also, increasing adoption of Cloud & IoT technologies and rising spending on digital transformation in enterprises would create lucrative growth prospectus for the market over the forecast period. However, the high cost of Tag Management System stifles market growth throughout the forecast period of 2022-2029.
The key regions considered for the Global Tag Management System Market study includes Asia Pacific, North America, Europe, Latin America, and Rest of the World. North America dominated the market in terms of revenue, owing to the dominance of leading market players and rising adoption of cloud application services in the region. Whereas Asia Pacific is expected to grow with a highest CAGR during the forecast period, owing to factors such as rise in cloud deployment and technological advancement among small & medium businesses, and ongoing modernization of digital marketing techniques in the region.
Major market player included in this report are:
Google LLC
IBM Corporation
Adobe Inc.
Tealium.
Ensighten
Adform
AT Internet
Commanders Act
Datalicious PTY LTD.
Matomo.org
Recent Developments in the Market:
In August 2022, Google’s has announced launch of a new Google tag update, which will enable marketers to utilize a single, reusable tag.
Global Tag Management System Market Report Scope:
Historical Data 2019-2020-2021
Base Year for Estimation 2021
Forecast period 2022-2029
Report Coverage Revenue forecast, Company Ranking, Competitive Landscape, Growth factors, and Trends
Segments Covered Component, Application, Deployment Mode, Organizational Size, Industry Vertical, Region
Regional Scope North America; Europe; Asia Pacific; Latin America; Rest of the World
Customization Scope Free report customization (equivalent up to 8 analyst’s working hours) with purchase. Addition or alteration to country, regional & segment scope*
The objective of the study is to define market sizes of different segments & countries in recent years and to forecast the values to the coming years. The report is designed to incorporate both qualitative and quantitative aspects of the industry within countries involved in the study.
The report also caters detailed information about the crucial aspects such as driving factors & challenges which will define the future growth of the market. Additionally, it also incorporates potential opportunities in micro markets for stakeholders to invest along with the detailed analysis of competitive landscape and product offerings of key players. The detailed segments and sub-segment of the market are explained below:
By Component
Tools
Service
By Application
User Experience Management
Risk & Compliance Management
others
By Deployment Mode
On-premises
Cloud
By Organizational size
Small and Medium Scale
Large Scale
By Industry Vertical
Healthcare
Retail & E-commerce
BFSI
IT & Telecommunication
Others
By Region:
North America
U.S.
Canada
Europe
UK
Germany
France
Spain
Italy
ROE
Asia Pacific
China
India
Japan
Australia
South Korea
RoAPAC
Latin America
Brazil
Mexico
RoLA
Rest of the World
Companies Mentioned
Google LLC
IBM Corporation
Adobe Inc.
Tealium.
Ensighten
Adform
AT Internet
Commanders Act
Datalicious PTY LTD.
Matomo.org
Please note:The single user license is non-downloadable and non-printable. Global Site license allows these actions.
Table of Contents
200 Pages
- Chapter 1. Executive Summary
- 1.1. Market Snapshot
- 1.2. Global & Segmental Market Estimates & Forecasts, 2019-2029 (USD Billion)
- 1.2.1. Tag Management System Market, by Region, 2019-2029 (USD Billion)
- 1.2.2. Tag Management System Market, by Component, 2019-2029 (USD Billion)
- 1.2.3. Tag Management System Market, by Application, 2019-2029 (USD Billion)
- 1.2.4. Tag Management System Market, by Deployment Mode, 2019-2029 (USD Billion)
- 1.2.5. Tag Management System Market, by Organization Size, 2019-2029 (USD Billion)
- 1.2.6. Tag Management System Market, by Industry Vertical, 2019-2029 (USD Billion)
- 1.3. Key Trends
- 1.4. Estimation Methodology
- 1.5. Research Assumption
- Chapter 2. Global Tag Management System Market Definition and Scope
- 2.1. Objective of the Study
- 2.2. Market Definition & Scope
- 2.2.1. Scope of the Study
- 2.2.2. Industry Evolution
- 2.3. Years Considered for the Study
- 2.4. Currency Conversion Rates
- Chapter 3. Global Tag Management System Market Dynamics
- 3.1. Tag Management System Market Impact Analysis (2019-2029)
- 3.1.1. Market Drivers
- 3.1.1.1. Increasing penetration of web-based applications
- 3.1.1.2. Growing need for regulation and compliance in data governance
- 3.1.2. Market Challenges
- 3.1.2.1. High Cost associated with Tag management system
- 3.1.3. Market Opportunities
- 3.1.3.1. Growing adoption of Cloud & IoT technologies
- 3.1.3.2. Rising spending on digital transformation in enterprises
- Chapter 4. Global Tag Management System Market Industry Analysis
- 4.1. Porter’s 5 Force Model
- 4.1.1. Bargaining Power of Suppliers
- 4.1.2. Bargaining Power of Buyers
- 4.1.3. Threat of New Entrants
- 4.1.4. Threat of Substitutes
- 4.1.5. Competitive Rivalry
- 4.2. Futuristic Approach to Porter’s 5 Force Model (2019-2029)
- 4.3. PEST Analysis
- 4.3.1. Political
- 4.3.2. Economical
- 4.3.3. Social
- 4.3.4. Technological
- 4.4. Top investment opportunity
- 4.5. Top winning strategies
- 4.6. Industry Experts Prospective
- 4.7. Analyst Recommendation & Conclusion
- Chapter 5. Risk Assessment: COVID-19 Impact
- 5.1. Assessment of the overall impact of COVID-19 on the industry
- 5.2. Pre COVID-19 and post COVID-19 Market scenario
- Chapter 6. Global Tag Management System Market, by Component
- 6.1. Market Snapshot
- 6.2. Global Tag Management System Market by Component, Performance - Potential Analysis
- 6.3. Global Tag Management System Market Estimates & Forecasts by Component 2019-2029 (USD Billion)
- 6.4. Tag Management System Market, Sub Segment Analysis
- 6.4.1. Tools
- 6.4.2. Service
- Chapter 7. Global Tag Management System Market, by Application
- 7.1. Market Snapshot
- 7.2. Global Tag Management System Market by Application, Performance - Potential Analysis
- 7.3. Global Tag Management System Market Estimates & Forecasts by Application 2019-2029 (USD Billion)
- 7.4. Tag Management System Market, Sub Segment Analysis
- 7.4.1. User Experience Management
- 7.4.2. Risk & Compliance Management
- 7.4.3. Others
- Chapter 8. Global Tag Management System Market, by Deployment Mode
- 8.1. Market Snapshot
- 8.2. Global Tag Management System Market by Deployment Mode, Performance - Potential Analysis
- 8.3. Global Tag Management System Market Estimates & Forecasts by Deployment Mode 2019-2029 (USD Billion)
- 8.4. Tag Management System Market, Sub Segment Analysis
- 8.4.1. On-premises
- 8.4.2. Cloud
- Chapter 9. Global Tag Management System Market, by Organization Size
- 9.1. Market Snapshot
- 9.2. Global Tag Management System Market by Organization Size, Performance - Potential Analysis
- 9.3. Global Tag Management System Market Estimates & Forecasts by Organization Size 2019-2029 (USD Billion)
- 9.4. Tag Management System Market, Sub Segment Analysis
- 9.4.1. Small and Medium Scale
- 9.4.2. Large Scale
- Chapter 10. Global Tag Management System Market, by Industry Vertical
- 10.1. Market Snapshot
- 10.2. Global Tag Management System Market by Industry Vertical, Performance - Potential Analysis
- 10.3. Global Tag Management System Market Estimates & Forecasts by Industry Vertical 2019-2029 (USD Billion)
- 10.4. Tag Management System Market, Sub Segment Analysis
- 10.4.1. Healthcare
- 10.4.2. Retail & e-commerce
- 10.4.3. BFSI
- 10.4.4. IT & Telecommunication
- 10.4.5. Others
- Chapter 11. Global Tag Management System Market, Regional Analysis
- 11.1. Tag Management System Market, Regional Market Snapshot
- 11.2. North America Tag Management System Market
- 11.2.1. U.S. Tag Management System Market
- 11.2.1.1. Component breakdown estimates & forecasts, 2019-2029
- 11.2.1.2. Application breakdown estimates & forecasts, 2019-2029
- 11.2.1.3. Deployment Mode breakdown estimates & forecasts, 2019-2029
- 11.2.1.4. Organization Size breakdown estimates & forecasts, 2019-2029
- 11.2.1.5. Industry Vertical breakdown estimates & forecasts, 2019-2029
- 11.2.2. Canada Tag Management System Market
- 11.3. Europe Tag Management System Market Snapshot
- 11.3.1. U.K. Tag Management System Market
- 11.3.2. Germany Tag Management System Market
- 11.3.3. France Tag Management System Market
- 11.3.4. Spain Tag Management System Market
- 11.3.5. Italy Tag Management System Market
- 11.3.6. Rest of Europe Tag Management System Market
- 11.4. Asia-Pacific Tag Management System Market Snapshot
- 11.4.1. China Tag Management System Market
- 11.4.2. India Tag Management System Market
- 11.4.3. Japan Tag Management System Market
- 11.4.4. Australia Tag Management System Market
- 11.4.5. South Korea Tag Management System Market
- 11.4.6. Rest of Asia Pacific Tag Management System Market
- 11.5. Latin America Tag Management System Market Snapshot
- 11.5.1. Brazil Tag Management System Market
- 11.5.2. Mexico Tag Management System Market
- 11.5.3. Rest of Latin America Tag Management System Market
- 11.6. Rest of The World Tag Management System Market
- Chapter 12. Competitive Intelligence
- 12.1. Top Market Strategies
- 12.2. Company Profiles
- 12.2.1. Google LLC
- 12.2.1.1. Key Information
- 12.2.1.2. Overview
- 12.2.1.3. Financial (Subject to Data Availability)
- 12.2.1.4. Product Summary
- 12.2.1.5. Recent Developments
- 12.2.2. IBM Corporation
- 12.2.3. Adobe Inc.
- 12.2.4. Tealium.
- 12.2.5. Ensighten
- 12.2.6. Adform
- 12.2.7. AT Internet
- 12.2.8. Commanders Act
- 12.2.9. Datalicious PTY LTD.
- 12.2.10. Matomo.org
- Chapter 13. Research Process
- 13.1. Research Process
- 13.1.1. Data Mining
- 13.1.2. Analysis
- 13.1.3. Market Estimation
- 13.1.4. Validation
- 13.1.5. Publishing
- 13.2. Research Attributes
- 13.3. Research Assumption
- List of Tables
- TABLE 1. Global Tag Management System Market, report scope
- TABLE 2. Global Tag Management System Market estimates & forecasts by Region 2019-2029 (USD Billion)
- TABLE 3. Global Tag Management System Market estimates & forecasts by Component 2019-2029 (USD Billion)
- TABLE 4. Global Tag Management System Market estimates & forecasts by Application 2019-2029 (USD Billion)
- TABLE 5. Global Tag Management System Market estimates & forecasts by Deployment Mode 2019-2029 (USD Billion)
- TABLE 6. Global Tag Management System Market estimates & forecasts by Organization Size 2019-2029 (USD Billion)
- TABLE 7. Global Tag Management System Market estimates & forecasts by Industry Vertical 2019-2029 (USD Billion)
- TABLE 8. Global Tag Management System Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 9. Global Tag Management System Market by region, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 10. Global Tag Management System Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 11. Global Tag Management System Market by region, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 12. Global Tag Management System Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 13. Global Tag Management System Market by region, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 14. Global Tag Management System Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 15. Global Tag Management System Market by region, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 16. Global Tag Management System Market by segment, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 17. Global Tag Management System Market by region, estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 18. U.S. Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 19. U.S. Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 20. U.S. Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 21. Canada Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 22. Canada Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 23. Canada Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 24. UK Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 25. UK Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 26. UK Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 27. Germany Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 28. Germany Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 29. Germany Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 30. France Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 31. France Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 32. France Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 33. Italy Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 34. Italy Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 35. Italy Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 36. Spain Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 37. Spain Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 38. Spain Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 39. RoE Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 40. RoE Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 41. RoE Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 42. China Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 43. China Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 44. China Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 45. India Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 46. India Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 47. India Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 48. Japan Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 49. Japan Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 50. Japan Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 51. South Korea Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 52. South Korea Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 53. South Korea Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 54. Australia Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 55. Australia Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 56. Australia Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 57. RoAPAC Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 58. RoAPAC Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 59. RoAPAC Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 60. Brazil Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 61. Brazil Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 62. Brazil Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 63. Mexico Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 64. Mexico Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 65. Mexico Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 66. RoLA Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 67. RoLA Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 68. RoLA Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 69. Row Tag Management System Market estimates & forecasts, 2019-2029 (USD Billion)
- TABLE 70. Row Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 71. Row Tag Management System Market estimates & forecasts by segment 2019-2029 (USD Billion)
- TABLE 72. List of secondary sources, used in the study of global Tag Management System Market
- TABLE 73. List of primary sources, used in the study of global Tag Management System Market
- TABLE 74. Years considered for the study
- TABLE 75. Exchange rates considered
- List of tables and figures and dummy in nature, final lists may vary in the final deliverable
- List of figures
- FIGURE 1. Global Tag Management System Market, research methodology
- FIGURE 2. Global Tag Management System Market, Market estimation techniques
- FIGURE 3. Global Market size estimates & forecast methods
- FIGURE 4. Global Tag Management System Market, key trends 2021
- FIGURE 5. Global Tag Management System Market, growth prospects 2022-2029
- FIGURE 6. Global Tag Management System Market, porters 5 force model
- FIGURE 7. Global Tag Management System Market, pest analysis
- FIGURE 8. Global Tag Management System Market, value chain analysis
- FIGURE 9. Global Tag Management System Market by segment, 2019 & 2029 (USD Billion)
- FIGURE 10. Global Tag Management System Market by segment, 2019 & 2029 (USD Billion)
- FIGURE 11. Global Tag Management System Market by segment, 2019 & 2029 (USD Billion)
- FIGURE 12. Global Tag Management System Market by segment, 2019 & 2029 (USD Billion)
- FIGURE 13. Global Tag Management System Market by segment, 2019 & 2029 (USD Billion)
- FIGURE 14. Global Tag Management System Market, regional snapshot 2019 & 2029
- FIGURE 15. North America Tag Management System Market 2019 & 2029 (USD Billion)
- FIGURE 16. Europe Tag Management System Market 2019 & 2029 (USD Billion)
- FIGURE 17. Asia pacific Tag Management System Market 2019 & 2029 (USD Billion)
- FIGURE 18. Latin America Tag Management System Market 2019 & 2029 (USD Billion)
- FIGURE 19. Global Tag Management System Market, company Market share analysis (2021)
- List of tables and figures and dummy in nature, final lists may vary in the final deliverable
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