Global Syrups Market 2021 by Manufacturers, Regions, Type and Application, Forecast to 2026

  • receipt Report ID : 81249
  • calendar_today Published On: Apr, 2021
  • file_copy Pages: 156
  • list Food & Beverages
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The Syrups market report provides a detailed analysis of global market size, regional and country-level market size, segmentation market growth, market share, competitive Landscape, sales analysis, impact of domestic and global market players, value chain optimization, trade regulations, recent developments, opportunities analysis, strategic market growth analysis, product launches, area marketplace expanding, and technological innovations.

According to our latest research, the global Syrups size is estimated to be xx million in 2021 from USD xx million in 2020, with a change of XX% between 2020 and 2021. The global Syrups market size is expected to grow at a CAGR of xx% for the next five years.

Market segmentation

Syrups market is split by Type and by Application. For the period 2016-2026, the growth among segments provide accurate calculations and forecasts for sales by Type and by Application in terms of volume and value. This analysis can help you expand your business by targeting qualified niche markets.

Market segment by Type, covers

Chocolate Syrup

Maple Syrup

Simple Syrup

High Fructose Corn Syrup

Inverted Sugar Syrup

Rice Syrup

Golden Syrup

Malt Syrup

Palm Syrup

Fruit Syrup

Market segment by Application can be divided into

Beverage

Dairy & Frozen Dessert

Confectionery

Others

The key market players for global Syrups market are listed below:

Aunt Jemima

Hershey

Sonoma Syrup

DaVinci Gourmet

Market segment by Region, regional analysis covers

North America (United States, Canada and Mexico)

Europe (Germany, France, United Kingdom, Russia, Italy, and Rest of Europe)

Asia-Pacific (China, Japan, Korea, India, Southeast Asia, and Australia)

South America (Brazil, Argentina, Colombia, and Rest of South America)

Middle East & Africa (Saudi Arabia, UAE, Egypt, South Africa, and Rest of Middle East & Africa)

The content of the study subjects, includes a total of 14 chapters:

Chapter 1, to describe Syrups product scope, market overview, market opportunities, market driving force and market risks.

Chapter 2, to profile the top manufacturers of Syrups, with price, sales, revenue and global market share of Syrups from 2019 to 2021.

Chapter 3, the Syrups competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.

Chapter 4, the Syrups breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2016 to 2026.

Chapter 5 and 6, to segment the sales by type and application, with sales market share and growth rate by type, application, from 2016 to 2026.

Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales, revenue and market share for key countries in the world, from 2016 to 2021.and Syrups market forecast, by regions, type and application, with sales and revenue, from 2021 to 2026.

Chapter 12, 13 and 14, to describe Syrups sales channel, distributors, customers, research findings and conclusion, appendix and data source.

Frequently Asked Questions

The base year for the study has been considered 2019, historic year 2014 and 2018, the forecast period considered is from 2020 to 2027. The regions analyzed for the market include North America, Europe, South America, Asia Pacific, and Middle East and Africa. These regions are further analyzed at the country-level. The study also includes attractiveness analysis of type, application and regions which are benchmarked based on their market size, growth rate and attractiveness in terms of present and future opportunity for understanding the future growth of the market.

Market is segmented on the basis:

  • By Type
  • By Application
  • By Region
  • By Country
  • By Manufacturer

The report offers in-depth analysis of driving factors, opportunities, restraints, and challenges for gaining the key insight of the market. The report emphasizes on all the key trends that play a vital role in the enlargement of the market from 2019 to 2026.

The report provides company profile of the key players operating in the market and a comparative analysis based on their business overviews industry offering, segment market share, regional presence, business strategies, innovations, mergers & acquisitions, recent developments, joint venture, collaborations, partnerships, SWOT analysis, and key financial information.

1 Market Overview

1.1 Syrups Introduction

1.2 Market Analysis by Type

1.2.1 Overview: Global Syrups Revenue by Type: 2019 Versus 2021 Versus 2026

1.2.2 Chocolate Syrup

1.2.3 Maple Syrup

1.2.4 Simple Syrup

1.2.5 High Fructose Corn Syrup

1.2.6 Inverted Sugar Syrup

1.2.7 Rice Syrup

1.2.8 Golden Syrup

1.2.9 Malt Syrup

1.2.10 Palm Syrup

1.2.11 Fruit Syrup

1.3 Market Analysis by Application

1.3.1 Overview: Global Syrups Revenue by Application: 2019 Versus 2021 Versus 2026

1.3.2 Beverage

1.3.3 Dairy & Frozen Dessert

1.3.4 Confectionery

1.3.5 Others

1.4 Global Syrups Market Size & Forecast

1.4.1 Global Syrups Sales in Value (2016-2026))

1.4.2 Global Syrups Sales in Volume (2016-2026)

1.4.3 Global Syrups Price by Type (2016-2026) & (USD/MT)

1.5 Global Syrups Production Capacity Analysis

1.5.1 Global Syrups Total Production Capacity (2016-2026)

1.5.2 Global Syrups Production Capacity by Geographic Region

1.6 Market Drivers, Restraints and Trends

1.6.1 Syrups Market Drivers

1.6.2 Syrups Market Restraints

1.6.3 Syrups Trends Analysis

2 Manufacturers Profiles

2.1 Aunt Jemima

2.1.1 Aunt Jemima Details

2.1.2 Aunt Jemima Major Business

2.1.3 Aunt Jemima Syrups Product and Services

2.1.4 Aunt Jemima Syrups Sales, Price, Revenue, Gross Margin and Market Share (2019-2021)

2.2 Hershey

2.2.1 Hershey Details

2.2.2 Hershey Major Business

2.2.3 Hershey Syrups Product and Services

2.2.4 Hershey Syrups Sales, Price, Revenue, Gross Margin and Market Share (2019-2021)

2.3 Sonoma Syrup

2.3.1 Sonoma Syrup Details

2.3.2 Sonoma Syrup Major Business

2.3.3 Sonoma Syrup Syrups Product and Services

2.3.4 Sonoma Syrup Syrups Sales, Price, Revenue, Gross Margin and Market Share (2019-2021)

2.4 DaVinci Gourmet

2.4.1 DaVinci Gourmet Details

2.4.2 DaVinci Gourmet Major Business

2.4.3 DaVinci Gourmet Syrups Product and Services

2.4.4 DaVinci Gourmet Syrups Sales, Price, Revenue, Gross Margin and Market Share (2019-2021)

3 Syrups Sales by Manufacturer

3.1 Global Syrups Sales in Volume by Manufacturer (2019-2021e)

3.2 Global Syrups Revenue by Manufacturer (2019-2021e)

3.3 Key Manufacturer Market Position in Syrups

3.4 Market Concentration Rate

3.4.1 Top 3 Syrups Manufacturer Market Share

3.4.2 Top 6 Syrups Manufacturer Market Share

3.5 Global Syrups Production Capacity by Company

3.6 Manufacturer by Geography: Head Office and Syrups Production Site

3.7 New Entrant and Capacity Expansion Plans

3.8 Mergers & Acquisitions

4 Market Analysis by Region

4.1 Global Syrups Market Size by Region

4.1.1 Global Syrups Sales in Volume by Region (2016-2026)

4.1.2 Global Syrups Revenue by Region (2016-2026)

4.2 North America Syrups Revenue (2016-2026)

4.3 Europe Syrups Revenue (2016-2026)

4.4 Asia-Pacific Syrups Revenue (2016-2026)

4.5 South America Syrups Revenue (2016-2026)

4.6 Middle East and Africa Syrups Revenue (2016-2026)

5 Market Segment by Type

5.1 Global Syrups Sales in Volume by Type (2016-2026)

5.2 Global Syrups Revenue by Type (2016-2026)

5.3 Global Syrups Price by Type (2016-2026)

6 Market Segment by Application

6.1 Global Syrups Sales in Volume by Application (2016-2026)

6.2 Global Syrups Revenue by Application (2016-2026)

6.3 Global Syrups Price by Application (2016-2026)

7 North America by Country, by Type, and by Application

7.1 North America Syrups Sales by Type (2016-2026)

7.2 North America Syrups Sales by Application (2016-2026)

7.3 North America Syrups Market Size by Country

7.3.1 North America Syrups Sales in Volume by Country (2016-2026)

7.3.2 North America Syrups Revenue by Country (2016-2026)

7.3.3 United States Market Size and Forecast (2016-2026)

7.3.4 Canada Market Size and Forecast (2016-2026)

7.3.5 Mexico Market Size and Forecast (2016-2026)

8 Europe by Country, by Type, and by Application

8.1 Europe Syrups Sales by Type (2016-2026)

8.2 Europe Syrups Sales by Application (2016-2026)

8.3 Europe Syrups Market Size by Country

8.3.1 Europe Syrups Sales in Volume by Country (2016-2026)

8.3.2 Europe Syrups Revenue by Country (2016-2026)

8.3.3 Germany Market Size and Forecast (2016-2026)

8.3.4 France Market Size and Forecast (2016-2026)

8.3.5 United Kingdom Market Size and Forecast (2016-2026)

8.3.6 Russia Market Size and Forecast (2016-2026)

8.3.7 Italy Market Size and Forecast (2016-2026)

9 Asia-Pacific by Country, by Type, and by Application

9.1 Asia-Pacific Syrups Sales by Type (2016-2026)

9.2 Asia-Pacific Syrups Sales by Application (2016-2026)

9.3 Asia-Pacific Syrups Market Size by Region

9.3.1 Asia-Pacific Syrups Sales in Volume by Region (2016-2026)

9.3.2 Asia-Pacific Syrups Revenue by Region (2016-2026)

9.3.3 China Market Size and Forecast (2016-2026)

9.3.4 Japan Market Size and Forecast (2016-2026)

9.3.5 Korea Market Size and Forecast (2016-2026)

9.3.6 India Market Size and Forecast (2016-2026)

9.3.7 Southeast Asia Market Size and Forecast (2016-2026)

9.3.8 Australia Market Size and Forecast (2016-2026)

10 South America by Country, by Type, and by Application

10.1 South America Syrups Sales by Type (2016-2026)

10.2 South America Syrups Sales by Application (2016-2026)

10.3 South America Syrups Market Size by Country

10.3.1 South America Syrups Sales in Volume by Country (2016-2026)

10.3.2 South America Syrups Revenue by Country (2016-2026)

10.3.3 Brazil Market Size and Forecast (2016-2026)

10.3.4 Argentina Market Size and Forecast (2016-2026)

11 Middle East & Africa by Country, by Type, and by Application

11.1 Middle East & Africa Syrups Sales by Type (2016-2026)

11.2 Middle East & Africa Syrups Sales by Application (2016-2026)

11.3 Middle East & Africa Syrups Market Size by Country

11.3.1 Middle East & Africa Syrups Sales in Volume by Country (2016-2026)

11.3.2 Middle East & Africa Syrups Revenue by Country (2016-2026)

11.3.3 Turkey Market Size and Forecast (2016-2026)

11.3.4 Egypt Market Size and Forecast (2016-2026)

11.3.5 Saudi Arabia Market Size and Forecast (2016-2026)

11.3.6 South Africa Market Size and Forecast (2016-2026)

12 Sales Channel, Distributors, Traders and Dealers

12.1 Sales Channel

12.1.1 Direct Marketing

12.1.2 Indirect Marketing

12.2 Syrups Typical Distributors

12.3 Syrups Typical Customers

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 Syrups Revenue by Type, (USD Million), 2021-2026

Table 2. Global Syrups Revenue by Application, (USD Million), 2021-2026

Table 3. Aunt Jemima Basic Information, Manufacturing Base and Competitors

Table 4. Aunt Jemima Major Business

Table 5. Aunt Jemima Syrups Product and Services

Table 6. Aunt Jemima Syrups Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)

Table 7. Hershey Basic Information, Manufacturing Base and Competitors

Table 8. Hershey Major Business

Table 9. Hershey Syrups Product and Services

Table 10. Hershey Syrups Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)

Table 11. Sonoma Syrup Basic Information, Manufacturing Base and Competitors

Table 12. Sonoma Syrup Major Business

Table 13. Sonoma Syrup Syrups Product and Services

Table 14. Sonoma Syrup Syrups Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)

Table 15. DaVinci Gourmet Basic Information, Manufacturing Base and Competitors

Table 16. DaVinci Gourmet Major Business

Table 17. DaVinci Gourmet Syrups Product and Services

Table 18. DaVinci Gourmet Syrups Sales (K MT), Price (USD/MT), Revenue (USD Million), Gross Margin and Market Share (2019-2021e)

Table 19. Global Syrups Sales by Manufacturer (2019-2021e) & (K MT)

Table 20. Global Syrups Revenue by Manufacturer (2019-2021e) & (USD Million)

Table 21. Market Position of Manufacturers in Syrups, (Tier 1, Tier 2, and Tier 3), Based on Revenue in 2020

Table 22. Global Syrups Production Capacity by Company, (K MT): 2020 VS 2021

Table 23. Head Office and Syrups Production Site of Key Manufacturer

Table 24. Syrups New Entrant and Capacity Expansion Plans

Table 25. Syrups Mergers & Acquisitions in the Past Five Years

Table 26. Global Syrups Sales by Region (2016-2021e) & (K MT)

Table 27. Global Syrups Sales by Region (2021-2026) & (K MT)

Table 28. Global Syrups Revenue by Region (2016-2021e) & (USD Million)

Table 29. Global Syrups Revenue by Region (2021-2026) & (USD Million)

Table 30. Global Syrups Sales by Type (2016-2021e) & (K MT)

Table 31. Global Syrups Sales by Type (2021-2026) & (K MT)

Table 32. Global Syrups Revenue by Type (2016-2021e) & (USD Million)

Table 33. Global Syrups Revenue by Type (2021-2026) & (USD Million)

Table 34. Global Syrups Price by Type (2016-2021e) & (USD/MT)

Table 35. Global Syrups Price by Type (2021-2026) & (USD/MT)

Table 36. Global Syrups Sales by Application (2016-2021e) & (K MT)

Table 37. Global Syrups Sales by Application (2021-2026) & (K MT)

Table 38. Global Syrups Revenue by Application (2016-2021e) & (USD Million)

Table 39. Global Syrups Revenue by Application (2021-2026) & (USD Million)

Table 40. Global Syrups Price by Application (2016-2021e) & (USD/MT)

Table 41. Global Syrups Price by Application (2021-2026) & (USD/MT)

Table 42. North America Syrups Sales by Country (2016-2021e) & (K MT)

Table 43. North America Syrups Sales by Country (2021-2026) & (K MT)

Table 44. North America Syrups Revenue by Country (2016-2021e) & (USD Million)

Table 45. North America Syrups Revenue by Country (2021-2026) & (USD Million)

Table 46. North America Syrups Sales by Type (2016-2021e) & (K MT)

Table 47. North America Syrups Sales by Type (2021-2026) & (K MT)

Table 48. North America Syrups Sales by Application (2016-2021e) & (K MT)

Table 49. North America Syrups Sales by Application (2021-2026) & (K MT)

Table 50. Europe Syrups Sales by Country (2016-2021e) & (K MT)

Table 51. Europe Syrups Sales by Country (2021-2026) & (K MT)

Table 52. Europe Syrups Revenue by Country (2016-2021e) & (USD Million)

Table 53. Europe Syrups Revenue by Country (2021-2026) & (USD Million)

Table 54. Europe Syrups Sales by Type (2016-2021e) & (K MT)

Table 55. Europe Syrups Sales by Type (2021-2026) & (K MT)

Table 56. Europe Syrups Sales by Application (2016-2021e) & (K MT)

Table 57. Europe Syrups Sales by Application (2021-2026) & (K MT)

Table 58. Asia-Pacific Syrups Sales by Region (2016-2021e) & (K MT)

Table 59. Asia-Pacific Syrups Sales by Region (2021-2026) & (K MT)

Table 60. Asia-Pacific Syrups Revenue by Region (2016-2021e) & (USD Million)

Table 61. Asia-Pacific Syrups Revenue by Region (2021-2026) & (USD Million)

Table 62. Asia-Pacific Syrups Sales by Type (2016-2021e) & (K MT)

Table 63. Asia-Pacific Syrups Sales by Type (2021-2026) & (K MT)

Table 64. Asia-Pacific Syrups Sales by Application (2016-2021e) & (K MT)

Table 65. Asia-Pacific Syrups Sales by Application (2021-2026) & (K MT)

Table 66. South America Syrups Sales by Country (2016-2021e) & (K MT)

Table 67. South America Syrups Sales by Country (2021-2026) & (K MT)

Table 68. South America Syrups Revenue by Country (2016-2021e) & (USD Million)

Table 69. South America Syrups Revenue by Country (2021-2026) & (USD Million)

Table 70. South America Syrups Sales by Type (2016-2021e) & (K MT)

Table 71. South America Syrups Sales by Type (2021-2026) & (K MT)

Table 72. South America Syrups Sales by Application (2016-2021e) & (K MT)

Table 73. South America Syrups Sales by Application (2021-2026) & (K MT)

Table 74. Middle East & Africa Syrups Sales by Country (2016-2021e) & (K MT)

Table 75. Middle East & Africa Syrups Sales by Country (2021-2026) & (K MT)

Table 76. Middle East & Africa Syrups Revenue by Country (2016-2021e) & (USD Million)

Table 77. Middle East & Africa Syrups Revenue by Country (2021-2026) & (USD Million)

Table 78. Middle East & Africa Syrups Sales by Type (2016-2021e) & (K MT)

Table 79. Middle East & Africa Syrups Sales by Type (2021-2026) & (K MT)

Table 80. Middle East & Africa Syrups Sales by Application (2016-2021e) & (K MT)

Table 81. Middle East & Africa Syrups Sales by Application (2021-2026) & (K MT)

Table 82. Direct Channel Pros & Cons

Table 83. Indirect Channel Pros & Cons

Table 84. Syrups Typical Distributors

Table 85. Syrups Typical Customers

List of Figures

Figure 1. Syrups Picture

Figure 2. Global Syrups Sales Market Share by Type in 2020

Figure 3. Chocolate Syrup

Figure 4. Maple Syrup

Figure 5. Simple Syrup

Figure 6. High Fructose Corn Syrup

Figure 7. Inverted Sugar Syrup

Figure 8. Rice Syrup

Figure 9. Golden Syrup

Figure 10. Malt Syrup

Figure 11. Palm Syrup

Figure 12. Fruit Syrup

Figure 13. Global Syrups Sales Market Share by Application in 2020

Figure 14. Beverage

Figure 15. Dairy & Frozen Dessert

Figure 16. Confectionery

Figure 17. Others

Figure 18. Global Syrups Market Size, (USD Million) & (K MT): 2020 VS 2021 VS 2026

Figure 19. Global Syrups Market Size and Forecast (2016-2026) & (USD Million)

Figure 20. Global Syrups Sales (2016-2026) & (K MT)

Figure 21. Global Syrups Price by Type (2016-2026) & (USD/MT)

Figure 22. Global Syrups Production Capacity (2016-2026) & (K MT)

Figure 23. Global Syrups Production Capacity by Geographic Region: 2020 VS 2021

Figure 24. Syrups Market Drivers

Figure 25. Syrups Market Restraints

Figure 26. Syrups Market Trends

Figure 27. Global Syrups Sales Market Share by Manufacturer in 2020

Figure 28. Global Syrups Revenue Market Share by Manufacturer in 2020

Figure 29. Syrups Market Share by Company Type (Tier 1, Tier 2, and Tier 3)

Figure 30. Top 3 Syrups Manufacturer (Revenue) Market Share in 2020

Figure 31. Top 6 Syrups Manufacturer (Revenue) Market Share in 2020

Figure 32. Global Syrups Sales Market Share by Region (2016-2026)

Figure 33. Global Syrups Revenue Market Share by Region (2016-2026)

Figure 34. North America Syrups Revenue (2016-2026) & (USD Million)

Figure 35. Europe Syrups Revenue (2016-2026) & (USD Million)

Figure 36. Asia-Pacific Syrups Revenue (2016-2026) & (USD Million)

Figure 37. South America Syrups Revenue (2016-2026) & (USD Million)

Figure 38. Middle East & Africa Syrups Revenue (2016-2026) & (USD Million)

Figure 39. Global Syrups Sales Market Share by Type (2016-2026)

Figure 40. Global Syrups Revenue Market Share by Type (2016-2026)

Figure 41. Global Syrups Price by Type (2016-2026) & (USD/MT)

Figure 42. Global Syrups Sales Market Share by Application (2016-2026)

Figure 43. Global Syrups Revenue Market Share by Application (2016-2026)

Figure 44. Global Syrups Price by Application (2016-2026) & (USD/MT)

Figure 45. North America Syrups Sales Market Share by Type (2016-2026)

Figure 46. North America Syrups Sales Market Share by Application (2016-2026)

Figure 47. North America Syrups Sales Market Share by Country (2016-2026)

Figure 48. North America Syrups Revenue Market Share by Country (2016-2026)

Figure 49. United States Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 50. Canada Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 51. Mexico Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 52. Europe Syrups Sales Market Share by Type (2016-2026)

Figure 53. Europe Syrups Sales Market Share by Application (2016-2026)

Figure 54. Europe Syrups Sales Market Share by Country (2016-2026)

Figure 55. Europe Syrups Revenue Market Share by Country (2016-2026)

Figure 56. Germany Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 57. France Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 58. United Kingdom Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 59. Russia Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 60. Italy Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 61. Asia-Pacific Syrups Sales Market Share by Region (2016-2026)

Figure 62. Asia-Pacific Syrups Sales Market Share by Application (2016-2026)

Figure 63. Asia-Pacific Syrups Sales Market Share by Region (2016-2026)

Figure 64. Asia-Pacific Syrups Revenue Market Share by Region (2016-2026)

Figure 65. China Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 66. Japan Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 67. Korea Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 68. India Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 69. Southeast Asia Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 70. Australia Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 71. South America Syrups Sales Market Share by Type (2016-2026)

Figure 72. South America Syrups Sales Market Share by Application (2016-2026)

Figure 73. South America Syrups Sales Market Share by Country (2016-2026)

Figure 74. South America Syrups Revenue Market Share by Country (2016-2026)

Figure 75. Brazil Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 76. Argentina Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 77. Middle East & Africa Syrups Sales Market Share by Type (2016-2026)

Figure 78. Middle East & Africa Syrups Sales Market Share by Application (2016-2026)

Figure 79. Middle East & Africa Syrups Sales Market Share by Country (2016-2026)

Figure 80. Middle East & Africa Syrups Revenue Market Share by Country (2016-2026)

Figure 81. Turkey Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 82. Egypt Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 83. Saudi Arabia Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 84. South Africa Syrups Revenue and Growth Rate (2016-2026) & (USD Million)

Figure 85. Sales Channel: Direct Channel vs Indirect Channel

Figure 86. Methodology

Figure 87. Research Process and Data Source