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レポート概要
モノステアリン酸グリセロール(GMS)市場レポートは、世界の市場規模、地域および国レベルの市場規模、セグメント市場の成長性、市場シェア、競争環境、販売分析、国内および世界の市場プレーヤーの影響、バリューチェーンの最適化、最近の動向、機会分析、市場成長の戦略的な分析、製品発売、地域市場の拡大などに関する情報を提供します。 GlobalInfoResearchの最新の調査によると、世界のモノステアリン酸グリセロール(GMS)の市場規模は2021年のxxx米ドルから2028年にはxxx米ドルと推定され、xxx%の成長率で成長すると予想されます。 モノステアリン酸グリセロール(GMS)市場は種類と用途によって区分されます。2017年~2028年において、量と金額の観点から種類別および用途別セグメントの売上予測データを提供します。この分析は、適格なニッチ市場をターゲットにすることでビジネスを拡大するのに役立ちます。 種類別セグメントは次をカバーします。 ・乳化剤、増粘剤、固結防止剤、安定剤、その他 用途別セグメントは次のように区分されます。 ・食品・飲料、化粧品、医薬品、その他 世界のモノステアリン酸グリセロール(GMS)市場の主要な市場プレーヤーは以下のとおりです。 ・BASF SE、Nouryon、Volkem Chemical LLP、Croda International、Estelle Chemicals Pvt. Ltd、Alpha Chemicals Pvt Ltd、Marathwada Chemicals、Gujarat Amines、Liberty Chemicals、R. M. CHEMICALS、Maher Chemical Industries、Acm Chemicals、Jeevika Yugchem Private Limited、Mohini Organics Pvt. Ltd、Corbion、Dupont、Schulman、Arkema、Evonik Industries、Solvay 地域別セグメントは次の地域・国をカバーします。 ・北米(米国、カナダ、メキシコ) ・ヨーロッパ(ドイツ、フランス、イギリス、ロシア、イタリア) ・アジア太平洋(日本、中国、韓国、インド、東南アジア、オーストラリア) ・南アメリカ(ブラジル、アルゼンチン、コロンビア) ・中東およびアフリカ(サウジアラビア、UAE、エジプト、南アフリカ) 本調査レポートの内容は計15章あります。 ・第1章では、モノステアリン酸グリセロール(GMS)製品の調査範囲、市場の概要、市場の成長要因・阻害要因、および市場動向について説明します。 ・第2章では、主要なモノステアリン酸グリセロール(GMS)メーカーの企業概要、2019年~2022年までのモノステアリン酸グリセロール(GMS)の価格、販売量、売上、市場シェアを掲載しています。 ・第3章では、主要なモノステアリン酸グリセロール(GMS)メーカーの競争状況、販売量、売上、世界市場シェアが重点的に比較分析されています。 ・第4章では、2017年~2028年までの地域別モノステアリン酸グリセロール(GMS)の販売量、売上、成長性を示しています。 ・第5、6章では、2017年~2028年までのモノステアリン酸グリセロール(GMS)の種類別と用途別の市場規模、市場シェアと成長率を掲載しています。 ・第7、8、9、10、11章では、2017年~2022年までの世界の主要国での販売量、売上、市場シェア、並びに2023年~2028年までの主要地域でのモノステアリン酸グリセロール(GMS)市場予測を収録しています。 ・第12章では、主要な原材料、主要なサプライヤー、およびモノステアリン酸グリセロール(GMS)の産業チェーンを掲載しています。 ・第13、14、15章では、モノステアリン酸グリセロール(GMS)の販売チャネル、販売業者、顧客、調査結果と結論、付録、データソースなどについて説明します。 ***** 目次(一部) ***** ・市場概要 ・メーカー情報(企業概要、製品概要、販売量、価格、売上):BASF SE、Nouryon、Volkem Chemical LLP、Croda International、Estelle Chemicals Pvt. Ltd、Alpha Chemicals Pvt Ltd、Marathwada Chemicals、Gujarat Amines、Liberty Chemicals、R. M. CHEMICALS、Maher Chemical Industries、Acm Chemicals、Jeevika Yugchem Private Limited、Mohini Organics Pvt. Ltd、Corbion、Dupont、Schulman、Arkema、Evonik Industries、Solvay ・メーカー別市場シェア ・地域別市場分析2017年-2028年 ・種類別分析2017年-2028年:乳化剤、増粘剤、固結防止剤、安定剤、その他 ・用途別分析2017年-2028年:食品・飲料、化粧品、医薬品、その他 ・モノステアリン酸グリセロール(GMS)の北米市場規模2017年-2028年:アメリカ、カナダ、メキシコ ・モノステアリン酸グリセロール(GMS)のヨーロッパ市場規模2017年-2028年:ドイツ、イギリス、フランス、ロシア、イタリア ・モノステアリン酸グリセロール(GMS)のアジア市場規模2017年-2028年:中国、日本、韓国、インド、東南アジア、オーストラリア ・モノステアリン酸グリセロール(GMS)の南米市場規模2017年-2028年:ブラジル、アルゼンチン ・モノステアリン酸グリセロール(GMS)の中東・アフリカ市場規模2017年-2028年:サウジアラビア、トルコ、エジプト、南アフリカ ・原材料および産業チェーン ・販売チャネル、流通業者・代理店、顧客リスト ・調査の結果・結論 |
The Glycerol Monostearate (GMS) 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 (Global Info Research) latest study, due to COVID-19 pandemic, the global Glycerol Monostearate (GMS) market size is estimated to be worth US$ 1035.9 million in 2021 and is forecast to a readjusted size of USD 1179.9 million by 2028 with a CAGR of 1.9% during review period. Food & Beverage accounting for % of the Glycerol Monostearate (GMS) global market in 2021, is projected to value USD million by 2028, growing at a % CAGR in next six years. While Emulsifier segment is altered to a % CAGR between 2022 and 2028.
Global key manufacturers of Glycerol Monostearate (GMS) include BASF SE, Nouryon, Volkem Chemical LLP, Croda International, and Estelle Chemicals Pvt. Ltd, etc. In terms of revenue, the global top four players hold a share over % in 2021.
Market segmentation
Glycerol Monostearate (GMS) market is split by Type and by Application. For the period 2017-2028, 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
Emulsifier
Thickening
Anti-Caking
Stabilizer
Others
Market segment by Application can be divided into
Food & Beverage
Cosmetic
Pharmaceutical
Others
The key market players for global Glycerol Monostearate (GMS) market are listed below:
BASF SE
Nouryon
Volkem Chemical LLP
Croda International
Estelle Chemicals Pvt. Ltd
Alpha Chemicals Pvt Ltd
Marathwada Chemicals
Gujarat Amines
Liberty Chemicals
R. M. CHEMICALS
Maher Chemical Industries
Acm Chemicals
Jeevika Yugchem Private Limited
Mohini Organics Pvt. Ltd
Corbion
Dupont
Schulman
Arkema
Evonik Industries
Solvay
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 Glycerol Monostearate (GMS) product scope, market overview, market opportunities, market driving force and market risks.
Chapter 2, to profile the top manufacturers of Glycerol Monostearate (GMS), with price, sales, revenue and global market share of Glycerol Monostearate (GMS) from 2019 to 2022.
Chapter 3, the Glycerol Monostearate (GMS) competitive situation, sales, revenue and global market share of top manufacturers are analyzed emphatically by landscape contrast.
Chapter 4, the Glycerol Monostearate (GMS) breakdown data are shown at the regional level, to show the sales, revenue and growth by regions, from 2017 to 2028.
Chapter 5 and 6, to segment the sales by Type and application, with sales market share and growth rate by type, application, from 2017 to 2028.
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 2017 to 2022.and Glycerol Monostearate (GMS) market forecast, by regions, type and application, with sales and revenue, from 2023 to 2028.
Chapter 12, the key raw materials and key suppliers, and industry chain of Glycerol Monostearate (GMS).
Chapter 13, 14, and 15, to describe Glycerol Monostearate (GMS) sales channel, distributors, customers, research findings and conclusion, appendix and data source.
1 Market Overview
1.1 Glycerol Monostearate (GMS) Introduction
1.2 Market Analysis by Type
1.2.1 Overview: Global Glycerol Monostearate (GMS) Revenue by Type: 2017 Versus 2021 Versus 2028
1.2.2 Emulsifier
1.2.3 Thickening
1.2.4 Anti-Caking
1.2.5 Stabilizer
1.2.6 Others
1.3 Market Analysis by Application
1.3.1 Overview: Global Glycerol Monostearate (GMS) Revenue by Application: 2017 Versus 2021 Versus 2028
1.3.2 Food & Beverage
1.3.3 Cosmetic
1.3.4 Pharmaceutical
1.3.5 Others
1.4 Global Glycerol Monostearate (GMS) Market Size & Forecast
1.4.1 Global Glycerol Monostearate (GMS) Sales in Value (2017 & 2021 & 2028)
1.4.2 Global Glycerol Monostearate (GMS) Sales in Volume (2017-2028)
1.4.3 Global Glycerol Monostearate (GMS) Price (2017-2028)
1.5 Global Glycerol Monostearate (GMS) Production Capacity Analysis
1.5.1 Global Glycerol Monostearate (GMS) Total Production Capacity (2017-2028)
1.5.2 Global Glycerol Monostearate (GMS) Production Capacity by Geographic Region
1.6 Market Drivers, Restraints and Trends
1.6.1 Glycerol Monostearate (GMS) Market Drivers
1.6.2 Glycerol Monostearate (GMS) Market Restraints
1.6.3 Glycerol Monostearate (GMS) Trends Analysis
2 Manufacturers Profiles
2.1 BASF SE
2.1.1 BASF SE Details
2.1.2 BASF SE Major Business
2.1.3 BASF SE Glycerol Monostearate (GMS) Product and Services
2.1.4 BASF SE Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.2 Nouryon
2.2.1 Nouryon Details
2.2.2 Nouryon Major Business
2.2.3 Nouryon Glycerol Monostearate (GMS) Product and Services
2.2.4 Nouryon Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.3 Volkem Chemical LLP
2.3.1 Volkem Chemical LLP Details
2.3.2 Volkem Chemical LLP Major Business
2.3.3 Volkem Chemical LLP Glycerol Monostearate (GMS) Product and Services
2.3.4 Volkem Chemical LLP Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.4 Croda International
2.4.1 Croda International Details
2.4.2 Croda International Major Business
2.4.3 Croda International Glycerol Monostearate (GMS) Product and Services
2.4.4 Croda International Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.5 Estelle Chemicals Pvt. Ltd
2.5.1 Estelle Chemicals Pvt. Ltd Details
2.5.2 Estelle Chemicals Pvt. Ltd Major Business
2.5.3 Estelle Chemicals Pvt. Ltd Glycerol Monostearate (GMS) Product and Services
2.5.4 Estelle Chemicals Pvt. Ltd Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.6 Alpha Chemicals Pvt Ltd
2.6.1 Alpha Chemicals Pvt Ltd Details
2.6.2 Alpha Chemicals Pvt Ltd Major Business
2.6.3 Alpha Chemicals Pvt Ltd Glycerol Monostearate (GMS) Product and Services
2.6.4 Alpha Chemicals Pvt Ltd Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.7 Marathwada Chemicals
2.7.1 Marathwada Chemicals Details
2.7.2 Marathwada Chemicals Major Business
2.7.3 Marathwada Chemicals Glycerol Monostearate (GMS) Product and Services
2.7.4 Marathwada Chemicals Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.8 Gujarat Amines
2.8.1 Gujarat Amines Details
2.8.2 Gujarat Amines Major Business
2.8.3 Gujarat Amines Glycerol Monostearate (GMS) Product and Services
2.8.4 Gujarat Amines Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.9 Liberty Chemicals
2.9.1 Liberty Chemicals Details
2.9.2 Liberty Chemicals Major Business
2.9.3 Liberty Chemicals Glycerol Monostearate (GMS) Product and Services
2.9.4 Liberty Chemicals Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.10 R. M. CHEMICALS
2.10.1 R. M. CHEMICALS Details
2.10.2 R. M. CHEMICALS Major Business
2.10.3 R. M. CHEMICALS Glycerol Monostearate (GMS) Product and Services
2.10.4 R. M. CHEMICALS Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.11 Maher Chemical Industries
2.11.1 Maher Chemical Industries Details
2.11.2 Maher Chemical Industries Major Business
2.11.3 Maher Chemical Industries Glycerol Monostearate (GMS) Product and Services
2.11.4 Maher Chemical Industries Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.12 Acm Chemicals
2.12.1 Acm Chemicals Details
2.12.2 Acm Chemicals Major Business
2.12.3 Acm Chemicals Glycerol Monostearate (GMS) Product and Services
2.12.4 Acm Chemicals Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.13 Jeevika Yugchem Private Limited
2.13.1 Jeevika Yugchem Private Limited Details
2.13.2 Jeevika Yugchem Private Limited Major Business
2.13.3 Jeevika Yugchem Private Limited Glycerol Monostearate (GMS) Product and Services
2.13.4 Jeevika Yugchem Private Limited Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.14 Mohini Organics Pvt. Ltd
2.14.1 Mohini Organics Pvt. Ltd Details
2.14.2 Mohini Organics Pvt. Ltd Major Business
2.14.3 Mohini Organics Pvt. Ltd Glycerol Monostearate (GMS) Product and Services
2.14.4 Mohini Organics Pvt. Ltd Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.15 Corbion
2.15.1 Corbion Details
2.15.2 Corbion Major Business
2.15.3 Corbion Glycerol Monostearate (GMS) Product and Services
2.15.4 Corbion Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.16 Dupont
2.16.1 Dupont Details
2.16.2 Dupont Major Business
2.16.3 Dupont Glycerol Monostearate (GMS) Product and Services
2.16.4 Dupont Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.17 Schulman
2.17.1 Schulman Details
2.17.2 Schulman Major Business
2.17.3 Schulman Glycerol Monostearate (GMS) Product and Services
2.17.4 Schulman Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.18 Arkema
2.18.1 Arkema Details
2.18.2 Arkema Major Business
2.18.3 Arkema Glycerol Monostearate (GMS) Product and Services
2.18.4 Arkema Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.19 Evonik Industries
2.19.1 Evonik Industries Details
2.19.2 Evonik Industries Major Business
2.19.3 Evonik Industries Glycerol Monostearate (GMS) Product and Services
2.19.4 Evonik Industries Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
2.20 Solvay
2.20.1 Solvay Details
2.20.2 Solvay Major Business
2.20.3 Solvay Glycerol Monostearate (GMS) Product and Services
2.20.4 Solvay Glycerol Monostearate (GMS) Sales, Price, Revenue, Gross Margin and Market Share (2019, 2020, 2021, and 2022)
3 Glycerol Monostearate (GMS) Breakdown Data by Manufacturer
3.1 Global Glycerol Monostearate (GMS) Sales in Volume by Manufacturer (2019, 2020, 2021, and 2022)
3.2 Global Glycerol Monostearate (GMS) Revenue by Manufacturer (2019, 2020, 2021, and 2022)
3.3 Key Manufacturer Market Position in Glycerol Monostearate (GMS)
3.4 Market Concentration Rate
3.4.1 Top 3 Glycerol Monostearate (GMS) Manufacturer Market Share in 2021
3.4.2 Top 6 Glycerol Monostearate (GMS) Manufacturer Market Share in 2021
3.5 Global Glycerol Monostearate (GMS) Production Capacity by Company: 2021 VS 2022
3.6 Manufacturer by Geography: Head Office and Glycerol Monostearate (GMS) Production Site
3.7 New Entrant and Capacity Expansion Plans
3.8 Mergers & Acquisitions
4 Market Analysis by Region
4.1 Global Glycerol Monostearate (GMS) Market Size by Region
4.1.1 Global Glycerol Monostearate (GMS) Sales in Volume by Region (2017-2028)
4.1.2 Global Glycerol Monostearate (GMS) Revenue by Region (2017-2028)
4.2 North America Glycerol Monostearate (GMS) Revenue (2017-2028)
4.3 Europe Glycerol Monostearate (GMS) Revenue (2017-2028)
4.4 Asia-Pacific Glycerol Monostearate (GMS) Revenue (2017-2028)
4.5 South America Glycerol Monostearate (GMS) Revenue (2017-2028)
4.6 Middle East and Africa Glycerol Monostearate (GMS) Revenue (2017-2028)
5 Market Segment by Type
5.1 Global Glycerol Monostearate (GMS) Sales in Volume by Type (2017-2028)
5.2 Global Glycerol Monostearate (GMS) Revenue by Type (2017-2028)
5.3 Global Glycerol Monostearate (GMS) Price by Type (2017-2028)
6 Market Segment by Application
6.1 Global Glycerol Monostearate (GMS) Sales in Volume by Application (2017-2028)
6.2 Global Glycerol Monostearate (GMS) Revenue by Application (2017-2028)
6.3 Global Glycerol Monostearate (GMS) Price by Application (2017-2028)
7 North America by Country, by Type, and by Application
7.1 North America Glycerol Monostearate (GMS) Sales by Type (2017-2028)
7.2 North America Glycerol Monostearate (GMS) Sales by Application (2017-2028)
7.3 North America Glycerol Monostearate (GMS) Market Size by Country
7.3.1 North America Glycerol Monostearate (GMS) Sales in Volume by Country (2017-2028)
7.3.2 North America Glycerol Monostearate (GMS) Revenue by Country (2017-2028)
7.3.3 United States Market Size and Forecast (2017-2028)
7.3.4 Canada Market Size and Forecast (2017-2028)
7.3.5 Mexico Market Size and Forecast (2017-2028)
8 Europe by Country, by Type, and by Application
8.1 Europe Glycerol Monostearate (GMS) Sales by Type (2017-2028)
8.2 Europe Glycerol Monostearate (GMS) Sales by Application (2017-2028)
8.3 Europe Glycerol Monostearate (GMS) Market Size by Country
8.3.1 Europe Glycerol Monostearate (GMS) Sales in Volume by Country (2017-2028)
8.3.2 Europe Glycerol Monostearate (GMS) Revenue by Country (2017-2028)
8.3.3 Germany Market Size and Forecast (2017-2028)
8.3.4 France Market Size and Forecast (2017-2028)
8.3.5 United Kingdom Market Size and Forecast (2017-2028)
8.3.6 Russia Market Size and Forecast (2017-2028)
8.3.7 Italy Market Size and Forecast (2017-2028)
9 Asia-Pacific by Region, by Type, and by Application
9.1 Asia-Pacific Glycerol Monostearate (GMS) Sales by Type (2017-2028)
9.2 Asia-Pacific Glycerol Monostearate (GMS) Sales by Application (2017-2028)
9.3 Asia-Pacific Glycerol Monostearate (GMS) Market Size by Region
9.3.1 Asia-Pacific Glycerol Monostearate (GMS) Sales in Volume by Region (2017-2028)
9.3.2 Asia-Pacific Glycerol Monostearate (GMS) Revenue by Region (2017-2028)
9.3.3 China Market Size and Forecast (2017-2028)
9.3.4 Japan Market Size and Forecast (2017-2028)
9.3.5 Korea Market Size and Forecast (2017-2028)
9.3.6 India Market Size and Forecast (2017-2028)
9.3.7 Southeast Asia Market Size and Forecast (2017-2028)
9.3.8 Australia Market Size and Forecast (2017-2028)
10 South America by Region, by Type, and by Application
10.1 South America Glycerol Monostearate (GMS) Sales by Type (2017-2028)
10.2 South America Glycerol Monostearate (GMS) Sales by Application (2017-2028)
10.3 South America Glycerol Monostearate (GMS) Market Size by Country
10.3.1 South America Glycerol Monostearate (GMS) Sales in Volume by Country (2017-2028)
10.3.2 South America Glycerol Monostearate (GMS) Revenue by Country (2017-2028)
10.3.3 Brazil Market Size and Forecast (2017-2028)
10.3.4 Argentina Market Size and Forecast (2017-2028)
11 Middle East & Africa by Country, by Type, and by Application
11.1 Middle East & Africa Glycerol Monostearate (GMS) Sales by Type (2017-2028)
11.2 Middle East & Africa Glycerol Monostearate (GMS) Sales by Application (2017-2028)
11.3 Middle East & Africa Glycerol Monostearate (GMS) Market Size by Country
11.3.1 Middle East & Africa Glycerol Monostearate (GMS) Sales in Volume by Country (2017-2028)
11.3.2 Middle East & Africa Glycerol Monostearate (GMS) Revenue by Country (2017-2028)
11.3.3 Turkey Market Size and Forecast (2017-2028)
11.3.4 Egypt Market Size and Forecast (2017-2028)
11.3.5 Saudi Arabia Market Size and Forecast (2017-2028)
11.3.6 South Africa Market Size and Forecast (2017-2028)
12 Raw Material and Industry Chain
12.1 Raw Material of Glycerol Monostearate (GMS) and Key Manufacturers
12.2 Manufacturing Costs Percentage of Glycerol Monostearate (GMS)
12.3 Glycerol Monostearate (GMS) Production Process
12.4 Glycerol Monostearate (GMS) Industrial Chain
13 Sales Channel, Distributors, Traders and Dealers
13.1 Sales Channel
13.1.1 Direct Marketing
13.1.2 Indirect Marketing
13.2 Glycerol Monostearate (GMS) Typical Distributors
13.3 Glycerol Monostearate (GMS) Typical Customers
14 Research Findings and Conclusion
15 Appendix
15.1 Methodology
15.2 Research Process and Data Source
15.3 Disclaimer