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Global Dairy-Free Milk Substitute Market 2023 by Manufacturers, Regions, Type and Application, Forecast to 2029

February 2023 | 129 pages | ID: G8044C6424FFEN
GlobalInfoResearch

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According to our (Global Info Research) latest study, the global Dairy-Free Milk Substitute market size was valued at USD million in 2022 and is forecast to a readjusted size of USD million by 2029 with a CAGR of % during review period. The influence of COVID-19 and the Russia-Ukraine War were considered while estimating market sizes.

This report is a detailed and comprehensive analysis for global Dairy-Free Milk Substitute market. Both quantitative and qualitative analyses are presented by manufacturers, by region & country, by Type and by Application. As the market is constantly changing, this report explores the competition, supply and demand trends, as well as key factors that contribute to its changing demands across many markets. Company profiles and product examples of selected competitors, along with market share estimates of some of the selected leaders for the year 2023, are provided.

Key Features:

Global Dairy-Free Milk Substitute market size and forecasts, in consumption value ($ Million), sales quantity (K MT), and average selling prices (US$/MT), 2018-2029

Global Dairy-Free Milk Substitute market size and forecasts by region and country, in consumption value ($ Million), sales quantity (K MT), and average selling prices (US$/MT), 2018-2029

Global Dairy-Free Milk Substitute market size and forecasts, by Type and by Application, in consumption value ($ Million), sales quantity (K MT), and average selling prices (US$/MT), 2018-2029

Global Dairy-Free Milk Substitute market shares of main players, shipments in revenue ($ Million), sales quantity (K MT), and ASP (US$/MT), 2018-2023

The Primary Objectives in This Report Are:

To determine the size of the total market opportunity of global and key countries

To assess the growth potential for Dairy-Free Milk Substitute

To forecast future growth in each product and end-use market

To assess competitive factors affecting the marketplace

This report profiles key players in the global Dairy-Free Milk Substitute market based on the following parameters - company overview, production, value, price, gross margin, product portfolio, geographical presence, and key developments. Key companies covered as a part of this study include Ripple Foods, Danone, Blue Diamond Growers, Oatly and SunOpta, etc.

This report also provides key insights about market drivers, restraints, opportunities, new product launches or approvals, COVID-19 and Russia-Ukraine War Influence.

Market Segmentation

Dairy-Free Milk Substitute market is split by Type and by Application. For the period 2018-2029, the growth among segments provides accurate calculations and forecasts for consumption value 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
  • Soy Milk
  • Almond Milk
  • Rice Milk
  • Coconut Milk
  • Oats Milk
  • Others
Market segment by Application
  • Desserts
  • Bakery
  • Confectionery
  • Beverages
  • Others
Major players covered
  • Ripple Foods
  • Danone
  • Blue Diamond Growers
  • Oatly
  • SunOpta
  • Califia Farms
  • VV Group
  • Dali Group
  • Noumi
  • Kikkoman Corporation
  • Earth’s Own
  • Coconut Palm Group
  • Nanguo
  • Yinlu
  • Vitasoy
  • Yili
  • Mengniu
  • Ezaki Glico
  • Marusan-Ai
  • Campbell Soup Company
  • Nutrisoya Foods
  • Wangwang
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 15 chapters:

Chapter 1, to describe Dairy-Free Milk Substitute product scope, market overview, market estimation caveats and base year.

Chapter 2, to profile the top manufacturers of Dairy-Free Milk Substitute, with price, sales, revenue and global market share of Dairy-Free Milk Substitute from 2018 to 2023.

Chapter 3, the Dairy-Free Milk Substitute competitive situation, sales quantity, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.

Chapter 4, the Dairy-Free Milk Substitute breakdown data are shown at the regional level, to show the sales quantity, consumption value and growth by regions, from 2018 to 2029.

Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2018 to 2029.

Chapter 7, 8, 9, 10 and 11, to break the sales data at the country level, with sales quantity, consumption value and market share for key countries in the world, from 2017 to 2022.and Dairy-Free Milk Substitute market forecast, by regions, type and application, with sales and revenue, from 2024 to 2029.

Chapter 12, market dynamics, drivers, restraints, trends, Porters Five Forces analysis, and Influence of COVID-19 and Russia-Ukraine War.

Chapter 13, the key raw materials and key suppliers, and industry chain of Dairy-Free Milk Substitute.

Chapter 14 and 15, to describe Dairy-Free Milk Substitute sales channel, distributors, customers, research findings and conclusion.
1 MARKET OVERVIEW

1.1 Product Overview and Scope of Dairy-Free Milk Substitute
1.2 Market Estimation Caveats and Base Year
1.3 Market Analysis by Type
  1.3.1 Overview: Global Dairy-Free Milk Substitute Consumption Value by Type: 2018 Versus 2022 Versus 2029
  1.3.2 Soy Milk
  1.3.3 Almond Milk
  1.3.4 Rice Milk
  1.3.5 Coconut Milk
  1.3.6 Oats Milk
  1.3.7 Others
1.4 Market Analysis by Application
  1.4.1 Overview: Global Dairy-Free Milk Substitute Consumption Value by Application: 2018 Versus 2022 Versus 2029
  1.4.2 Desserts
  1.4.3 Bakery
  1.4.4 Confectionery
  1.4.5 Beverages
  1.4.6 Others
1.5 Global Dairy-Free Milk Substitute Market Size & Forecast
  1.5.1 Global Dairy-Free Milk Substitute Consumption Value (2018 & 2022 & 2029)
  1.5.2 Global Dairy-Free Milk Substitute Sales Quantity (2018-2029)
  1.5.3 Global Dairy-Free Milk Substitute Average Price (2018-2029)

2 MANUFACTURERS PROFILES

2.1 Ripple Foods
  2.1.1 Ripple Foods Details
  2.1.2 Ripple Foods Major Business
  2.1.3 Ripple Foods Dairy-Free Milk Substitute Product and Services
  2.1.4 Ripple Foods Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.1.5 Ripple Foods Recent Developments/Updates
2.2 Danone
  2.2.1 Danone Details
  2.2.2 Danone Major Business
  2.2.3 Danone Dairy-Free Milk Substitute Product and Services
  2.2.4 Danone Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.2.5 Danone Recent Developments/Updates
2.3 Blue Diamond Growers
  2.3.1 Blue Diamond Growers Details
  2.3.2 Blue Diamond Growers Major Business
  2.3.3 Blue Diamond Growers Dairy-Free Milk Substitute Product and Services
  2.3.4 Blue Diamond Growers Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.3.5 Blue Diamond Growers Recent Developments/Updates
2.4 Oatly
  2.4.1 Oatly Details
  2.4.2 Oatly Major Business
  2.4.3 Oatly Dairy-Free Milk Substitute Product and Services
  2.4.4 Oatly Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.4.5 Oatly Recent Developments/Updates
2.5 SunOpta
  2.5.1 SunOpta Details
  2.5.2 SunOpta Major Business
  2.5.3 SunOpta Dairy-Free Milk Substitute Product and Services
  2.5.4 SunOpta Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.5.5 SunOpta Recent Developments/Updates
2.6 Califia Farms
  2.6.1 Califia Farms Details
  2.6.2 Califia Farms Major Business
  2.6.3 Califia Farms Dairy-Free Milk Substitute Product and Services
  2.6.4 Califia Farms Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.6.5 Califia Farms Recent Developments/Updates
2.7 VV Group
  2.7.1 VV Group Details
  2.7.2 VV Group Major Business
  2.7.3 VV Group Dairy-Free Milk Substitute Product and Services
  2.7.4 VV Group Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.7.5 VV Group Recent Developments/Updates
2.8 Dali Group
  2.8.1 Dali Group Details
  2.8.2 Dali Group Major Business
  2.8.3 Dali Group Dairy-Free Milk Substitute Product and Services
  2.8.4 Dali Group Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.8.5 Dali Group Recent Developments/Updates
2.9 Noumi
  2.9.1 Noumi Details
  2.9.2 Noumi Major Business
  2.9.3 Noumi Dairy-Free Milk Substitute Product and Services
  2.9.4 Noumi Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.9.5 Noumi Recent Developments/Updates
2.10 Kikkoman Corporation
  2.10.1 Kikkoman Corporation Details
  2.10.2 Kikkoman Corporation Major Business
  2.10.3 Kikkoman Corporation Dairy-Free Milk Substitute Product and Services
  2.10.4 Kikkoman Corporation Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.10.5 Kikkoman Corporation Recent Developments/Updates
2.11 Earth’s Own
  2.11.1 Earth’s Own Details
  2.11.2 Earth’s Own Major Business
  2.11.3 Earth’s Own Dairy-Free Milk Substitute Product and Services
  2.11.4 Earth’s Own Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.11.5 Earth’s Own Recent Developments/Updates
2.12 Coconut Palm Group
  2.12.1 Coconut Palm Group Details
  2.12.2 Coconut Palm Group Major Business
  2.12.3 Coconut Palm Group Dairy-Free Milk Substitute Product and Services
  2.12.4 Coconut Palm Group Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.12.5 Coconut Palm Group Recent Developments/Updates
2.13 Nanguo
  2.13.1 Nanguo Details
  2.13.2 Nanguo Major Business
  2.13.3 Nanguo Dairy-Free Milk Substitute Product and Services
  2.13.4 Nanguo Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.13.5 Nanguo Recent Developments/Updates
2.14 Yinlu
  2.14.1 Yinlu Details
  2.14.2 Yinlu Major Business
  2.14.3 Yinlu Dairy-Free Milk Substitute Product and Services
  2.14.4 Yinlu Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.14.5 Yinlu Recent Developments/Updates
2.15 Vitasoy
  2.15.1 Vitasoy Details
  2.15.2 Vitasoy Major Business
  2.15.3 Vitasoy Dairy-Free Milk Substitute Product and Services
  2.15.4 Vitasoy Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.15.5 Vitasoy Recent Developments/Updates
2.16 Yili
  2.16.1 Yili Details
  2.16.2 Yili Major Business
  2.16.3 Yili Dairy-Free Milk Substitute Product and Services
  2.16.4 Yili Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.16.5 Yili Recent Developments/Updates
2.17 Mengniu
  2.17.1 Mengniu Details
  2.17.2 Mengniu Major Business
  2.17.3 Mengniu Dairy-Free Milk Substitute Product and Services
  2.17.4 Mengniu Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.17.5 Mengniu Recent Developments/Updates
2.18 Ezaki Glico
  2.18.1 Ezaki Glico Details
  2.18.2 Ezaki Glico Major Business
  2.18.3 Ezaki Glico Dairy-Free Milk Substitute Product and Services
  2.18.4 Ezaki Glico Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.18.5 Ezaki Glico Recent Developments/Updates
2.19 Marusan-Ai
  2.19.1 Marusan-Ai Details
  2.19.2 Marusan-Ai Major Business
  2.19.3 Marusan-Ai Dairy-Free Milk Substitute Product and Services
  2.19.4 Marusan-Ai Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.19.5 Marusan-Ai Recent Developments/Updates
2.20 Campbell Soup Company
  2.20.1 Campbell Soup Company Details
  2.20.2 Campbell Soup Company Major Business
  2.20.3 Campbell Soup Company Dairy-Free Milk Substitute Product and Services
  2.20.4 Campbell Soup Company Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.20.5 Campbell Soup Company Recent Developments/Updates
2.21 Nutrisoya Foods
  2.21.1 Nutrisoya Foods Details
  2.21.2 Nutrisoya Foods Major Business
  2.21.3 Nutrisoya Foods Dairy-Free Milk Substitute Product and Services
  2.21.4 Nutrisoya Foods Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.21.5 Nutrisoya Foods Recent Developments/Updates
2.22 Wangwang
  2.22.1 Wangwang Details
  2.22.2 Wangwang Major Business
  2.22.3 Wangwang Dairy-Free Milk Substitute Product and Services
  2.22.4 Wangwang Dairy-Free Milk Substitute Sales Quantity, Average Price, Revenue, Gross Margin and Market Share (2018-2023)
  2.22.5 Wangwang Recent Developments/Updates

3 COMPETITIVE ENVIRONMENT: DAIRY-FREE MILK SUBSTITUTE BY MANUFACTURER

3.1 Global Dairy-Free Milk Substitute Sales Quantity by Manufacturer (2018-2023)
3.2 Global Dairy-Free Milk Substitute Revenue by Manufacturer (2018-2023)
3.3 Global Dairy-Free Milk Substitute Average Price by Manufacturer (2018-2023)
3.4 Market Share Analysis (2022)
  3.4.1 Producer Shipments of Dairy-Free Milk Substitute by Manufacturer Revenue ($MM) and Market Share (%): 2022
  3.4.2 Top 3 Dairy-Free Milk Substitute Manufacturer Market Share in 2022
  3.4.2 Top 6 Dairy-Free Milk Substitute Manufacturer Market Share in 2022
3.5 Dairy-Free Milk Substitute Market: Overall Company Footprint Analysis
  3.5.1 Dairy-Free Milk Substitute Market: Region Footprint
  3.5.2 Dairy-Free Milk Substitute Market: Company Product Type Footprint
  3.5.3 Dairy-Free Milk Substitute Market: Company Product Application Footprint
3.6 New Market Entrants and Barriers to Market Entry
3.7 Mergers, Acquisition, Agreements, and Collaborations

4 CONSUMPTION ANALYSIS BY REGION

4.1 Global Dairy-Free Milk Substitute Market Size by Region
  4.1.1 Global Dairy-Free Milk Substitute Sales Quantity by Region (2018-2029)
  4.1.2 Global Dairy-Free Milk Substitute Consumption Value by Region (2018-2029)
  4.1.3 Global Dairy-Free Milk Substitute Average Price by Region (2018-2029)
4.2 North America Dairy-Free Milk Substitute Consumption Value (2018-2029)
4.3 Europe Dairy-Free Milk Substitute Consumption Value (2018-2029)
4.4 Asia-Pacific Dairy-Free Milk Substitute Consumption Value (2018-2029)
4.5 South America Dairy-Free Milk Substitute Consumption Value (2018-2029)
4.6 Middle East and Africa Dairy-Free Milk Substitute Consumption Value (2018-2029)

5 MARKET SEGMENT BY TYPE

5.1 Global Dairy-Free Milk Substitute Sales Quantity by Type (2018-2029)
5.2 Global Dairy-Free Milk Substitute Consumption Value by Type (2018-2029)
5.3 Global Dairy-Free Milk Substitute Average Price by Type (2018-2029)

6 MARKET SEGMENT BY APPLICATION

6.1 Global Dairy-Free Milk Substitute Sales Quantity by Application (2018-2029)
6.2 Global Dairy-Free Milk Substitute Consumption Value by Application (2018-2029)
6.3 Global Dairy-Free Milk Substitute Average Price by Application (2018-2029)

7 NORTH AMERICA

7.1 North America Dairy-Free Milk Substitute Sales Quantity by Type (2018-2029)
7.2 North America Dairy-Free Milk Substitute Sales Quantity by Application (2018-2029)
7.3 North America Dairy-Free Milk Substitute Market Size by Country
  7.3.1 North America Dairy-Free Milk Substitute Sales Quantity by Country (2018-2029)
  7.3.2 North America Dairy-Free Milk Substitute Consumption Value by Country (2018-2029)
  7.3.3 United States Market Size and Forecast (2018-2029)
  7.3.4 Canada Market Size and Forecast (2018-2029)
  7.3.5 Mexico Market Size and Forecast (2018-2029)

8 EUROPE

8.1 Europe Dairy-Free Milk Substitute Sales Quantity by Type (2018-2029)
8.2 Europe Dairy-Free Milk Substitute Sales Quantity by Application (2018-2029)
8.3 Europe Dairy-Free Milk Substitute Market Size by Country
  8.3.1 Europe Dairy-Free Milk Substitute Sales Quantity by Country (2018-2029)
  8.3.2 Europe Dairy-Free Milk Substitute Consumption Value by Country (2018-2029)
  8.3.3 Germany Market Size and Forecast (2018-2029)
  8.3.4 France Market Size and Forecast (2018-2029)
  8.3.5 United Kingdom Market Size and Forecast (2018-2029)
  8.3.6 Russia Market Size and Forecast (2018-2029)
  8.3.7 Italy Market Size and Forecast (2018-2029)

9 ASIA-PACIFIC

9.1 Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Type (2018-2029)
9.2 Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Application (2018-2029)
9.3 Asia-Pacific Dairy-Free Milk Substitute Market Size by Region
  9.3.1 Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Region (2018-2029)
  9.3.2 Asia-Pacific Dairy-Free Milk Substitute Consumption Value by Region (2018-2029)
  9.3.3 China Market Size and Forecast (2018-2029)
  9.3.4 Japan Market Size and Forecast (2018-2029)
  9.3.5 Korea Market Size and Forecast (2018-2029)
  9.3.6 India Market Size and Forecast (2018-2029)
  9.3.7 Southeast Asia Market Size and Forecast (2018-2029)
  9.3.8 Australia Market Size and Forecast (2018-2029)

10 SOUTH AMERICA

10.1 South America Dairy-Free Milk Substitute Sales Quantity by Type (2018-2029)
10.2 South America Dairy-Free Milk Substitute Sales Quantity by Application (2018-2029)
10.3 South America Dairy-Free Milk Substitute Market Size by Country
  10.3.1 South America Dairy-Free Milk Substitute Sales Quantity by Country (2018-2029)
  10.3.2 South America Dairy-Free Milk Substitute Consumption Value by Country (2018-2029)
  10.3.3 Brazil Market Size and Forecast (2018-2029)
  10.3.4 Argentina Market Size and Forecast (2018-2029)

11 MIDDLE EAST & AFRICA

11.1 Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Type (2018-2029)
11.2 Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Application (2018-2029)
11.3 Middle East & Africa Dairy-Free Milk Substitute Market Size by Country
  11.3.1 Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Country (2018-2029)
  11.3.2 Middle East & Africa Dairy-Free Milk Substitute Consumption Value by Country (2018-2029)
  11.3.3 Turkey Market Size and Forecast (2018-2029)
  11.3.4 Egypt Market Size and Forecast (2018-2029)
  11.3.5 Saudi Arabia Market Size and Forecast (2018-2029)
  11.3.6 South Africa Market Size and Forecast (2018-2029)

12 MARKET DYNAMICS

12.1 Dairy-Free Milk Substitute Market Drivers
12.2 Dairy-Free Milk Substitute Market Restraints
12.3 Dairy-Free Milk Substitute Trends Analysis
12.4 Porters Five Forces Analysis
  12.4.1 Threat of New Entrants
  12.4.2 Bargaining Power of Suppliers
  12.4.3 Bargaining Power of Buyers
  12.4.4 Threat of Substitutes
  12.4.5 Competitive Rivalry
12.5 Influence of COVID-19 and Russia-Ukraine War
  12.5.1 Influence of COVID-19
  12.5.2 Influence of Russia-Ukraine War

13 RAW MATERIAL AND INDUSTRY CHAIN

13.1 Raw Material of Dairy-Free Milk Substitute and Key Manufacturers
13.2 Manufacturing Costs Percentage of Dairy-Free Milk Substitute
13.3 Dairy-Free Milk Substitute Production Process
13.4 Dairy-Free Milk Substitute Industrial Chain

14 SHIPMENTS BY DISTRIBUTION CHANNEL

14.1 Sales Channel
  14.1.1 Direct to End-User
  14.1.2 Distributors
14.2 Dairy-Free Milk Substitute Typical Distributors
14.3 Dairy-Free Milk Substitute Typical Customers

15 RESEARCH FINDINGS AND CONCLUSION

16 APPENDIX

16.1 Methodology
16.2 Research Process and Data Source
16.3 Disclaimer

LIST OF TABLES

Table 1. Global Dairy-Free Milk Substitute Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Table 2. Global Dairy-Free Milk Substitute Consumption Value by Application, (USD Million), 2018 & 2022 & 2029
Table 3. Ripple Foods Basic Information, Manufacturing Base and Competitors
Table 4. Ripple Foods Major Business
Table 5. Ripple Foods Dairy-Free Milk Substitute Product and Services
Table 6. Ripple Foods Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 7. Ripple Foods Recent Developments/Updates
Table 8. Danone Basic Information, Manufacturing Base and Competitors
Table 9. Danone Major Business
Table 10. Danone Dairy-Free Milk Substitute Product and Services
Table 11. Danone Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 12. Danone Recent Developments/Updates
Table 13. Blue Diamond Growers Basic Information, Manufacturing Base and Competitors
Table 14. Blue Diamond Growers Major Business
Table 15. Blue Diamond Growers Dairy-Free Milk Substitute Product and Services
Table 16. Blue Diamond Growers Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 17. Blue Diamond Growers Recent Developments/Updates
Table 18. Oatly Basic Information, Manufacturing Base and Competitors
Table 19. Oatly Major Business
Table 20. Oatly Dairy-Free Milk Substitute Product and Services
Table 21. Oatly Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 22. Oatly Recent Developments/Updates
Table 23. SunOpta Basic Information, Manufacturing Base and Competitors
Table 24. SunOpta Major Business
Table 25. SunOpta Dairy-Free Milk Substitute Product and Services
Table 26. SunOpta Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 27. SunOpta Recent Developments/Updates
Table 28. Califia Farms Basic Information, Manufacturing Base and Competitors
Table 29. Califia Farms Major Business
Table 30. Califia Farms Dairy-Free Milk Substitute Product and Services
Table 31. Califia Farms Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 32. Califia Farms Recent Developments/Updates
Table 33. VV Group Basic Information, Manufacturing Base and Competitors
Table 34. VV Group Major Business
Table 35. VV Group Dairy-Free Milk Substitute Product and Services
Table 36. VV Group Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 37. VV Group Recent Developments/Updates
Table 38. Dali Group Basic Information, Manufacturing Base and Competitors
Table 39. Dali Group Major Business
Table 40. Dali Group Dairy-Free Milk Substitute Product and Services
Table 41. Dali Group Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 42. Dali Group Recent Developments/Updates
Table 43. Noumi Basic Information, Manufacturing Base and Competitors
Table 44. Noumi Major Business
Table 45. Noumi Dairy-Free Milk Substitute Product and Services
Table 46. Noumi Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 47. Noumi Recent Developments/Updates
Table 48. Kikkoman Corporation Basic Information, Manufacturing Base and Competitors
Table 49. Kikkoman Corporation Major Business
Table 50. Kikkoman Corporation Dairy-Free Milk Substitute Product and Services
Table 51. Kikkoman Corporation Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 52. Kikkoman Corporation Recent Developments/Updates
Table 53. Earth’s Own Basic Information, Manufacturing Base and Competitors
Table 54. Earth’s Own Major Business
Table 55. Earth’s Own Dairy-Free Milk Substitute Product and Services
Table 56. Earth’s Own Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 57. Earth’s Own Recent Developments/Updates
Table 58. Coconut Palm Group Basic Information, Manufacturing Base and Competitors
Table 59. Coconut Palm Group Major Business
Table 60. Coconut Palm Group Dairy-Free Milk Substitute Product and Services
Table 61. Coconut Palm Group Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 62. Coconut Palm Group Recent Developments/Updates
Table 63. Nanguo Basic Information, Manufacturing Base and Competitors
Table 64. Nanguo Major Business
Table 65. Nanguo Dairy-Free Milk Substitute Product and Services
Table 66. Nanguo Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 67. Nanguo Recent Developments/Updates
Table 68. Yinlu Basic Information, Manufacturing Base and Competitors
Table 69. Yinlu Major Business
Table 70. Yinlu Dairy-Free Milk Substitute Product and Services
Table 71. Yinlu Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 72. Yinlu Recent Developments/Updates
Table 73. Vitasoy Basic Information, Manufacturing Base and Competitors
Table 74. Vitasoy Major Business
Table 75. Vitasoy Dairy-Free Milk Substitute Product and Services
Table 76. Vitasoy Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 77. Vitasoy Recent Developments/Updates
Table 78. Yili Basic Information, Manufacturing Base and Competitors
Table 79. Yili Major Business
Table 80. Yili Dairy-Free Milk Substitute Product and Services
Table 81. Yili Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 82. Yili Recent Developments/Updates
Table 83. Mengniu Basic Information, Manufacturing Base and Competitors
Table 84. Mengniu Major Business
Table 85. Mengniu Dairy-Free Milk Substitute Product and Services
Table 86. Mengniu Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 87. Mengniu Recent Developments/Updates
Table 88. Ezaki Glico Basic Information, Manufacturing Base and Competitors
Table 89. Ezaki Glico Major Business
Table 90. Ezaki Glico Dairy-Free Milk Substitute Product and Services
Table 91. Ezaki Glico Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 92. Ezaki Glico Recent Developments/Updates
Table 93. Marusan-Ai Basic Information, Manufacturing Base and Competitors
Table 94. Marusan-Ai Major Business
Table 95. Marusan-Ai Dairy-Free Milk Substitute Product and Services
Table 96. Marusan-Ai Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 97. Marusan-Ai Recent Developments/Updates
Table 98. Campbell Soup Company Basic Information, Manufacturing Base and Competitors
Table 99. Campbell Soup Company Major Business
Table 100. Campbell Soup Company Dairy-Free Milk Substitute Product and Services
Table 101. Campbell Soup Company Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 102. Campbell Soup Company Recent Developments/Updates
Table 103. Nutrisoya Foods Basic Information, Manufacturing Base and Competitors
Table 104. Nutrisoya Foods Major Business
Table 105. Nutrisoya Foods Dairy-Free Milk Substitute Product and Services
Table 106. Nutrisoya Foods Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 107. Nutrisoya Foods Recent Developments/Updates
Table 108. Wangwang Basic Information, Manufacturing Base and Competitors
Table 109. Wangwang Major Business
Table 110. Wangwang Dairy-Free Milk Substitute Product and Services
Table 111. Wangwang Dairy-Free Milk Substitute Sales Quantity (K MT), Average Price (US$/MT), Revenue (USD Million), Gross Margin and Market Share (2018-2023)
Table 112. Wangwang Recent Developments/Updates
Table 113. Global Dairy-Free Milk Substitute Sales Quantity by Manufacturer (2018-2023) & (K MT)
Table 114. Global Dairy-Free Milk Substitute Revenue by Manufacturer (2018-2023) & (USD Million)
Table 115. Global Dairy-Free Milk Substitute Average Price by Manufacturer (2018-2023) & (US$/MT)
Table 116. Market Position of Manufacturers in Dairy-Free Milk Substitute, (Tier 1, Tier 2, and Tier 3), Based on Consumption Value in 2022
Table 117. Head Office and Dairy-Free Milk Substitute Production Site of Key Manufacturer
Table 118. Dairy-Free Milk Substitute Market: Company Product Type Footprint
Table 119. Dairy-Free Milk Substitute Market: Company Product Application Footprint
Table 120. Dairy-Free Milk Substitute New Market Entrants and Barriers to Market Entry
Table 121. Dairy-Free Milk Substitute Mergers, Acquisition, Agreements, and Collaborations
Table 122. Global Dairy-Free Milk Substitute Sales Quantity by Region (2018-2023) & (K MT)
Table 123. Global Dairy-Free Milk Substitute Sales Quantity by Region (2024-2029) & (K MT)
Table 124. Global Dairy-Free Milk Substitute Consumption Value by Region (2018-2023) & (USD Million)
Table 125. Global Dairy-Free Milk Substitute Consumption Value by Region (2024-2029) & (USD Million)
Table 126. Global Dairy-Free Milk Substitute Average Price by Region (2018-2023) & (US$/MT)
Table 127. Global Dairy-Free Milk Substitute Average Price by Region (2024-2029) & (US$/MT)
Table 128. Global Dairy-Free Milk Substitute Sales Quantity by Type (2018-2023) & (K MT)
Table 129. Global Dairy-Free Milk Substitute Sales Quantity by Type (2024-2029) & (K MT)
Table 130. Global Dairy-Free Milk Substitute Consumption Value by Type (2018-2023) & (USD Million)
Table 131. Global Dairy-Free Milk Substitute Consumption Value by Type (2024-2029) & (USD Million)
Table 132. Global Dairy-Free Milk Substitute Average Price by Type (2018-2023) & (US$/MT)
Table 133. Global Dairy-Free Milk Substitute Average Price by Type (2024-2029) & (US$/MT)
Table 134. Global Dairy-Free Milk Substitute Sales Quantity by Application (2018-2023) & (K MT)
Table 135. Global Dairy-Free Milk Substitute Sales Quantity by Application (2024-2029) & (K MT)
Table 136. Global Dairy-Free Milk Substitute Consumption Value by Application (2018-2023) & (USD Million)
Table 137. Global Dairy-Free Milk Substitute Consumption Value by Application (2024-2029) & (USD Million)
Table 138. Global Dairy-Free Milk Substitute Average Price by Application (2018-2023) & (US$/MT)
Table 139. Global Dairy-Free Milk Substitute Average Price by Application (2024-2029) & (US$/MT)
Table 140. North America Dairy-Free Milk Substitute Sales Quantity by Type (2018-2023) & (K MT)
Table 141. North America Dairy-Free Milk Substitute Sales Quantity by Type (2024-2029) & (K MT)
Table 142. North America Dairy-Free Milk Substitute Sales Quantity by Application (2018-2023) & (K MT)
Table 143. North America Dairy-Free Milk Substitute Sales Quantity by Application (2024-2029) & (K MT)
Table 144. North America Dairy-Free Milk Substitute Sales Quantity by Country (2018-2023) & (K MT)
Table 145. North America Dairy-Free Milk Substitute Sales Quantity by Country (2024-2029) & (K MT)
Table 146. North America Dairy-Free Milk Substitute Consumption Value by Country (2018-2023) & (USD Million)
Table 147. North America Dairy-Free Milk Substitute Consumption Value by Country (2024-2029) & (USD Million)
Table 148. Europe Dairy-Free Milk Substitute Sales Quantity by Type (2018-2023) & (K MT)
Table 149. Europe Dairy-Free Milk Substitute Sales Quantity by Type (2024-2029) & (K MT)
Table 150. Europe Dairy-Free Milk Substitute Sales Quantity by Application (2018-2023) & (K MT)
Table 151. Europe Dairy-Free Milk Substitute Sales Quantity by Application (2024-2029) & (K MT)
Table 152. Europe Dairy-Free Milk Substitute Sales Quantity by Country (2018-2023) & (K MT)
Table 153. Europe Dairy-Free Milk Substitute Sales Quantity by Country (2024-2029) & (K MT)
Table 154. Europe Dairy-Free Milk Substitute Consumption Value by Country (2018-2023) & (USD Million)
Table 155. Europe Dairy-Free Milk Substitute Consumption Value by Country (2024-2029) & (USD Million)
Table 156. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Type (2018-2023) & (K MT)
Table 157. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Type (2024-2029) & (K MT)
Table 158. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Application (2018-2023) & (K MT)
Table 159. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Application (2024-2029) & (K MT)
Table 160. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Region (2018-2023) & (K MT)
Table 161. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity by Region (2024-2029) & (K MT)
Table 162. Asia-Pacific Dairy-Free Milk Substitute Consumption Value by Region (2018-2023) & (USD Million)
Table 163. Asia-Pacific Dairy-Free Milk Substitute Consumption Value by Region (2024-2029) & (USD Million)
Table 164. South America Dairy-Free Milk Substitute Sales Quantity by Type (2018-2023) & (K MT)
Table 165. South America Dairy-Free Milk Substitute Sales Quantity by Type (2024-2029) & (K MT)
Table 166. South America Dairy-Free Milk Substitute Sales Quantity by Application (2018-2023) & (K MT)
Table 167. South America Dairy-Free Milk Substitute Sales Quantity by Application (2024-2029) & (K MT)
Table 168. South America Dairy-Free Milk Substitute Sales Quantity by Country (2018-2023) & (K MT)
Table 169. South America Dairy-Free Milk Substitute Sales Quantity by Country (2024-2029) & (K MT)
Table 170. South America Dairy-Free Milk Substitute Consumption Value by Country (2018-2023) & (USD Million)
Table 171. South America Dairy-Free Milk Substitute Consumption Value by Country (2024-2029) & (USD Million)
Table 172. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Type (2018-2023) & (K MT)
Table 173. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Type (2024-2029) & (K MT)
Table 174. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Application (2018-2023) & (K MT)
Table 175. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Application (2024-2029) & (K MT)
Table 176. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Region (2018-2023) & (K MT)
Table 177. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity by Region (2024-2029) & (K MT)
Table 178. Middle East & Africa Dairy-Free Milk Substitute Consumption Value by Region (2018-2023) & (USD Million)
Table 179. Middle East & Africa Dairy-Free Milk Substitute Consumption Value by Region (2024-2029) & (USD Million)
Table 180. Dairy-Free Milk Substitute Raw Material
Table 181. Key Manufacturers of Dairy-Free Milk Substitute Raw Materials
Table 182. Dairy-Free Milk Substitute Typical Distributors
Table 183. Dairy-Free Milk Substitute Typical Customers

LIST OF FIGURES

Figure 1. Dairy-Free Milk Substitute Picture
Figure 2. Global Dairy-Free Milk Substitute Consumption Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 3. Global Dairy-Free Milk Substitute Consumption Value Market Share by Type in 2022
Figure 4. Soy Milk Examples
Figure 5. Almond Milk Examples
Figure 6. Rice Milk Examples
Figure 7. Coconut Milk Examples
Figure 8. Oats Milk Examples
Figure 9. Others Examples
Figure 10. Global Dairy-Free Milk Substitute Consumption Value by Application, (USD Million), 2018 & 2022 & 2029
Figure 11. Global Dairy-Free Milk Substitute Consumption Value Market Share by Application in 2022
Figure 12. Desserts Examples
Figure 13. Bakery Examples
Figure 14. Confectionery Examples
Figure 15. Beverages Examples
Figure 16. Others Examples
Figure 17. Global Dairy-Free Milk Substitute Consumption Value, (USD Million): 2018 & 2022 & 2029
Figure 18. Global Dairy-Free Milk Substitute Consumption Value and Forecast (2018-2029) & (USD Million)
Figure 19. Global Dairy-Free Milk Substitute Sales Quantity (2018-2029) & (K MT)
Figure 20. Global Dairy-Free Milk Substitute Average Price (2018-2029) & (US$/MT)
Figure 21. Global Dairy-Free Milk Substitute Sales Quantity Market Share by Manufacturer in 2022
Figure 22. Global Dairy-Free Milk Substitute Consumption Value Market Share by Manufacturer in 2022
Figure 23. Producer Shipments of Dairy-Free Milk Substitute by Manufacturer Sales Quantity ($MM) and Market Share (%): 2021
Figure 24. Top 3 Dairy-Free Milk Substitute Manufacturer (Consumption Value) Market Share in 2022
Figure 25. Top 6 Dairy-Free Milk Substitute Manufacturer (Consumption Value) Market Share in 2022
Figure 26. Global Dairy-Free Milk Substitute Sales Quantity Market Share by Region (2018-2029)
Figure 27. Global Dairy-Free Milk Substitute Consumption Value Market Share by Region (2018-2029)
Figure 28. North America Dairy-Free Milk Substitute Consumption Value (2018-2029) & (USD Million)
Figure 29. Europe Dairy-Free Milk Substitute Consumption Value (2018-2029) & (USD Million)
Figure 30. Asia-Pacific Dairy-Free Milk Substitute Consumption Value (2018-2029) & (USD Million)
Figure 31. South America Dairy-Free Milk Substitute Consumption Value (2018-2029) & (USD Million)
Figure 32. Middle East & Africa Dairy-Free Milk Substitute Consumption Value (2018-2029) & (USD Million)
Figure 33. Global Dairy-Free Milk Substitute Sales Quantity Market Share by Type (2018-2029)
Figure 34. Global Dairy-Free Milk Substitute Consumption Value Market Share by Type (2018-2029)
Figure 35. Global Dairy-Free Milk Substitute Average Price by Type (2018-2029) & (US$/MT)
Figure 36. Global Dairy-Free Milk Substitute Sales Quantity Market Share by Application (2018-2029)
Figure 37. Global Dairy-Free Milk Substitute Consumption Value Market Share by Application (2018-2029)
Figure 38. Global Dairy-Free Milk Substitute Average Price by Application (2018-2029) & (US$/MT)
Figure 39. North America Dairy-Free Milk Substitute Sales Quantity Market Share by Type (2018-2029)
Figure 40. North America Dairy-Free Milk Substitute Sales Quantity Market Share by Application (2018-2029)
Figure 41. North America Dairy-Free Milk Substitute Sales Quantity Market Share by Country (2018-2029)
Figure 42. North America Dairy-Free Milk Substitute Consumption Value Market Share by Country (2018-2029)
Figure 43. United States Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 44. Canada Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 45. Mexico Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 46. Europe Dairy-Free Milk Substitute Sales Quantity Market Share by Type (2018-2029)
Figure 47. Europe Dairy-Free Milk Substitute Sales Quantity Market Share by Application (2018-2029)
Figure 48. Europe Dairy-Free Milk Substitute Sales Quantity Market Share by Country (2018-2029)
Figure 49. Europe Dairy-Free Milk Substitute Consumption Value Market Share by Country (2018-2029)
Figure 50. Germany Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 51. France Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 52. United Kingdom Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 53. Russia Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 54. Italy Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 55. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity Market Share by Type (2018-2029)
Figure 56. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity Market Share by Application (2018-2029)
Figure 57. Asia-Pacific Dairy-Free Milk Substitute Sales Quantity Market Share by Region (2018-2029)
Figure 58. Asia-Pacific Dairy-Free Milk Substitute Consumption Value Market Share by Region (2018-2029)
Figure 59. China Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 60. Japan Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 61. Korea Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 62. India Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 63. Southeast Asia Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 64. Australia Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 65. South America Dairy-Free Milk Substitute Sales Quantity Market Share by Type (2018-2029)
Figure 66. South America Dairy-Free Milk Substitute Sales Quantity Market Share by Application (2018-2029)
Figure 67. South America Dairy-Free Milk Substitute Sales Quantity Market Share by Country (2018-2029)
Figure 68. South America Dairy-Free Milk Substitute Consumption Value Market Share by Country (2018-2029)
Figure 69. Brazil Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 70. Argentina Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 71. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity Market Share by Type (2018-2029)
Figure 72. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity Market Share by Application (2018-2029)
Figure 73. Middle East & Africa Dairy-Free Milk Substitute Sales Quantity Market Share by Region (2018-2029)
Figure 74. Middle East & Africa Dairy-Free Milk Substitute Consumption Value Market Share by Region (2018-2029)
Figure 75. Turkey Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 76. Egypt Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 77. Saudi Arabia Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 78. South Africa Dairy-Free Milk Substitute Consumption Value and Growth Rate (2018-2029) & (USD Million)
Figure 79. Dairy-Free Milk Substitute Market Drivers
Figure 80. Dairy-Free Milk Substitute Market Restraints
Figure 81. Dairy-Free Milk Substitute Market Trends
Figure 82. Porters Five Forces Analysis
Figure 83. Manufacturing Cost Structure Analysis of Dairy-Free Milk Substitute in 2022
Figure 84. Manufacturing Process Analysis of Dairy-Free Milk Substitute
Figure 85. Dairy-Free Milk Substitute Industrial Chain
Figure 86. Sales Quantity Channel: Direct to End-User vs Distributors
Figure 87. Direct Channel Pros & Cons
Figure 88. Indirect Channel Pros & Cons
Figure 89. Methodology
Figure 90. Research Process and Data Source


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