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Global Isobutyl Lactate Supply, Demand and Key Producers, 2023-2029

May 2023 | 83 pages | ID: G8877016529CEN
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The global Isobutyl Lactate market size is expected to reach $ million by 2029, rising at a market growth of % CAGR during the forecast period (2023-2029).

This report studies the global Isobutyl Lactate production, demand, key manufacturers, and key regions.

This report is a detailed and comprehensive analysis of the world market for Isobutyl Lactate, and provides market size (US$ million) and Year-over-Year (YoY) Growth, considering 2022 as the base year. This report explores demand trends and competition, as well as details the characteristics of Isobutyl Lactate that contribute to its increasing demand across many markets.

Highlights and key features of the study

Global Isobutyl Lactate total production and demand, 2018-2029, (Tons)

Global Isobutyl Lactate total production value, 2018-2029, (USD Million)

Global Isobutyl Lactate production by region & country, production, value, CAGR, 2018-2029, (USD Million) & (Tons)

Global Isobutyl Lactate consumption by region & country, CAGR, 2018-2029 & (Tons)

U.S. VS China: Isobutyl Lactate domestic production, consumption, key domestic manufacturers and share

Global Isobutyl Lactate production by manufacturer, production, price, value and market share 2018-2023, (USD Million) & (Tons)

Global Isobutyl Lactate production by Type, production, value, CAGR, 2018-2029, (USD Million) & (Tons)

Global Isobutyl Lactate production by Application production, value, CAGR, 2018-2029, (USD Million) & (Tons)

This reports profiles key players in the global Isobutyl Lactate 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 Galactic, Shenzhen Esun Industrial, Jiangxi Zhongding Biotechnology and Hangzhou Hairui Chemical, etc.

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

Stakeholders would have ease in decision-making through various strategy matrices used in analyzing the World Isobutyl Lactate market

Detailed Segmentation:

Each section contains quantitative market data including market by value (US$ Millions), volume (production, consumption) & (Tons) and average price (US$/Ton) by manufacturer, by Type, and by Application. Data is given for the years 2018-2029 by year with 2022 as the base year, 2023 as the estimate year, and 2024-2029 as the forecast year.

Global Isobutyl Lactate Market, By Region:
  • United States
  • China
  • Europe
  • Japan
  • South Korea
  • ASEAN
  • India
  • Rest of World
Global Isobutyl Lactate Market, Segmentation by Type
  • Purity?98%
  • Purity?98%
Global Isobutyl Lactate Market, Segmentation by Application
  • Pharmaceuticals and Pesticides
  • Cosmetic
Companies Profiled:
  • Galactic
  • Shenzhen Esun Industrial
  • Jiangxi Zhongding Biotechnology
  • Hangzhou Hairui Chemical
Key Questions Answered

1. How big is the global Isobutyl Lactate market?

2. What is the demand of the global Isobutyl Lactate market?

3. What is the year over year growth of the global Isobutyl Lactate market?

4. What is the production and production value of the global Isobutyl Lactate market?

5. Who are the key producers in the global Isobutyl Lactate market?

6. What are the growth factors driving the market demand?
1 SUPPLY SUMMARY

1.1 Isobutyl Lactate Introduction
1.2 World Isobutyl Lactate Supply & Forecast
  1.2.1 World Isobutyl Lactate Production Value (2018 & 2022 & 2029)
  1.2.2 World Isobutyl Lactate Production (2018-2029)
  1.2.3 World Isobutyl Lactate Pricing Trends (2018-2029)
1.3 World Isobutyl Lactate Production by Region (Based on Production Site)
  1.3.1 World Isobutyl Lactate Production Value by Region (2018-2029)
  1.3.2 World Isobutyl Lactate Production by Region (2018-2029)
  1.3.3 World Isobutyl Lactate Average Price by Region (2018-2029)
  1.3.4 North America Isobutyl Lactate Production (2018-2029)
  1.3.5 Europe Isobutyl Lactate Production (2018-2029)
  1.3.6 China Isobutyl Lactate Production (2018-2029)
  1.3.7 Japan Isobutyl Lactate Production (2018-2029)
1.4 Market Drivers, Restraints and Trends
  1.4.1 Isobutyl Lactate Market Drivers
  1.4.2 Factors Affecting Demand
  1.4.3 Isobutyl Lactate Major Market Trends
1.5 Influence of COVID-19 and Russia-Ukraine War
  1.5.1 Influence of COVID-19
  1.5.2 Influence of Russia-Ukraine War

2 DEMAND SUMMARY

2.1 World Isobutyl Lactate Demand (2018-2029)
2.2 World Isobutyl Lactate Consumption by Region
  2.2.1 World Isobutyl Lactate Consumption by Region (2018-2023)
  2.2.2 World Isobutyl Lactate Consumption Forecast by Region (2024-2029)
2.3 United States Isobutyl Lactate Consumption (2018-2029)
2.4 China Isobutyl Lactate Consumption (2018-2029)
2.5 Europe Isobutyl Lactate Consumption (2018-2029)
2.6 Japan Isobutyl Lactate Consumption (2018-2029)
2.7 South Korea Isobutyl Lactate Consumption (2018-2029)
2.8 ASEAN Isobutyl Lactate Consumption (2018-2029)
2.9 India Isobutyl Lactate Consumption (2018-2029)

3 WORLD ISOBUTYL LACTATE MANUFACTURERS COMPETITIVE ANALYSIS

3.1 World Isobutyl Lactate Production Value by Manufacturer (2018-2023)
3.2 World Isobutyl Lactate Production by Manufacturer (2018-2023)
3.3 World Isobutyl Lactate Average Price by Manufacturer (2018-2023)
3.4 Isobutyl Lactate Company Evaluation Quadrant
3.5 Industry Rank and Concentration Rate (CR)
  3.5.1 Global Isobutyl Lactate Industry Rank of Major Manufacturers
  3.5.2 Global Concentration Ratios (CR4) for Isobutyl Lactate in 2022
  3.5.3 Global Concentration Ratios (CR8) for Isobutyl Lactate in 2022
3.6 Isobutyl Lactate Market: Overall Company Footprint Analysis
  3.6.1 Isobutyl Lactate Market: Region Footprint
  3.6.2 Isobutyl Lactate Market: Company Product Type Footprint
  3.6.3 Isobutyl Lactate Market: Company Product Application Footprint
3.7 Competitive Environment
  3.7.1 Historical Structure of the Industry
  3.7.2 Barriers of Market Entry
  3.7.3 Factors of Competition
3.8 New Entrant and Capacity Expansion Plans
3.9 Mergers, Acquisition, Agreements, and Collaborations

4 UNITED STATES VS CHINA VS REST OF THE WORLD

4.1 United States VS China: Isobutyl Lactate Production Value Comparison
  4.1.1 United States VS China: Isobutyl Lactate Production Value Comparison (2018 & 2022 & 2029)
  4.1.2 United States VS China: Isobutyl Lactate Production Value Market Share Comparison (2018 & 2022 & 2029)
4.2 United States VS China: Isobutyl Lactate Production Comparison
  4.2.1 United States VS China: Isobutyl Lactate Production Comparison (2018 & 2022 & 2029)
  4.2.2 United States VS China: Isobutyl Lactate Production Market Share Comparison (2018 & 2022 & 2029)
4.3 United States VS China: Isobutyl Lactate Consumption Comparison
  4.3.1 United States VS China: Isobutyl Lactate Consumption Comparison (2018 & 2022 & 2029)
  4.3.2 United States VS China: Isobutyl Lactate Consumption Market Share Comparison (2018 & 2022 & 2029)
4.4 United States Based Isobutyl Lactate Manufacturers and Market Share, 2018-2023
  4.4.1 United States Based Isobutyl Lactate Manufacturers, Headquarters and Production Site (States, Country)
  4.4.2 United States Based Manufacturers Isobutyl Lactate Production Value (2018-2023)
  4.4.3 United States Based Manufacturers Isobutyl Lactate Production (2018-2023)
4.5 China Based Isobutyl Lactate Manufacturers and Market Share
  4.5.1 China Based Isobutyl Lactate Manufacturers, Headquarters and Production Site (Province, Country)
  4.5.2 China Based Manufacturers Isobutyl Lactate Production Value (2018-2023)
  4.5.3 China Based Manufacturers Isobutyl Lactate Production (2018-2023)
4.6 Rest of World Based Isobutyl Lactate Manufacturers and Market Share, 2018-2023
  4.6.1 Rest of World Based Isobutyl Lactate Manufacturers, Headquarters and Production Site (State, Country)
  4.6.2 Rest of World Based Manufacturers Isobutyl Lactate Production Value (2018-2023)
  4.6.3 Rest of World Based Manufacturers Isobutyl Lactate Production (2018-2023)

5 MARKET ANALYSIS BY TYPE

5.1 World Isobutyl Lactate Market Size Overview by Type: 2018 VS 2022 VS 2029
5.2 Segment Introduction by Type
  5.2.1 Purity?98%
  5.2.2 Purity?98%
5.3 Market Segment by Type
  5.3.1 World Isobutyl Lactate Production by Type (2018-2029)
  5.3.2 World Isobutyl Lactate Production Value by Type (2018-2029)
  5.3.3 World Isobutyl Lactate Average Price by Type (2018-2029)

6 MARKET ANALYSIS BY APPLICATION

6.1 World Isobutyl Lactate Market Size Overview by Application: 2018 VS 2022 VS 2029
6.2 Segment Introduction by Application
  6.2.1 Pharmaceuticals and Pesticides
  6.2.2 Cosmetic
6.3 Market Segment by Application
  6.3.1 World Isobutyl Lactate Production by Application (2018-2029)
  6.3.2 World Isobutyl Lactate Production Value by Application (2018-2029)
  6.3.3 World Isobutyl Lactate Average Price by Application (2018-2029)

7 COMPANY PROFILES

7.1 Galactic
  7.1.1 Galactic Details
  7.1.2 Galactic Major Business
  7.1.3 Galactic Isobutyl Lactate Product and Services
  7.1.4 Galactic Isobutyl Lactate Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.1.5 Galactic Recent Developments/Updates
  7.1.6 Galactic Competitive Strengths & Weaknesses
7.2 Shenzhen Esun Industrial
  7.2.1 Shenzhen Esun Industrial Details
  7.2.2 Shenzhen Esun Industrial Major Business
  7.2.3 Shenzhen Esun Industrial Isobutyl Lactate Product and Services
  7.2.4 Shenzhen Esun Industrial Isobutyl Lactate Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.2.5 Shenzhen Esun Industrial Recent Developments/Updates
  7.2.6 Shenzhen Esun Industrial Competitive Strengths & Weaknesses
7.3 Jiangxi Zhongding Biotechnology
  7.3.1 Jiangxi Zhongding Biotechnology Details
  7.3.2 Jiangxi Zhongding Biotechnology Major Business
  7.3.3 Jiangxi Zhongding Biotechnology Isobutyl Lactate Product and Services
  7.3.4 Jiangxi Zhongding Biotechnology Isobutyl Lactate Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.3.5 Jiangxi Zhongding Biotechnology Recent Developments/Updates
  7.3.6 Jiangxi Zhongding Biotechnology Competitive Strengths & Weaknesses
7.4 Hangzhou Hairui Chemical
  7.4.1 Hangzhou Hairui Chemical Details
  7.4.2 Hangzhou Hairui Chemical Major Business
  7.4.3 Hangzhou Hairui Chemical Isobutyl Lactate Product and Services
  7.4.4 Hangzhou Hairui Chemical Isobutyl Lactate Production, Price, Value, Gross Margin and Market Share (2018-2023)
  7.4.5 Hangzhou Hairui Chemical Recent Developments/Updates
  7.4.6 Hangzhou Hairui Chemical Competitive Strengths & Weaknesses

8 INDUSTRY CHAIN ANALYSIS

8.1 Isobutyl Lactate Industry Chain
8.2 Isobutyl Lactate Upstream Analysis
  8.2.1 Isobutyl Lactate Core Raw Materials
  8.2.2 Main Manufacturers of Isobutyl Lactate Core Raw Materials
8.3 Midstream Analysis
8.4 Downstream Analysis
8.5 Isobutyl Lactate Production Mode
8.6 Isobutyl Lactate Procurement Model
8.7 Isobutyl Lactate Industry Sales Model and Sales Channels
  8.7.1 Isobutyl Lactate Sales Model
  8.7.2 Isobutyl Lactate Typical Customers

9 RESEARCH FINDINGS AND CONCLUSION

10 APPENDIX

10.1 Methodology
10.2 Research Process and Data Source
10.3 Disclaimer

LIST OF TABLES

Table 1. World Isobutyl Lactate Production Value by Region (2018, 2022 and 2029) & (USD Million)
Table 2. World Isobutyl Lactate Production Value by Region (2018-2023) & (USD Million)
Table 3. World Isobutyl Lactate Production Value by Region (2024-2029) & (USD Million)
Table 4. World Isobutyl Lactate Production Value Market Share by Region (2018-2023)
Table 5. World Isobutyl Lactate Production Value Market Share by Region (2024-2029)
Table 6. World Isobutyl Lactate Production by Region (2018-2023) & (Tons)
Table 7. World Isobutyl Lactate Production by Region (2024-2029) & (Tons)
Table 8. World Isobutyl Lactate Production Market Share by Region (2018-2023)
Table 9. World Isobutyl Lactate Production Market Share by Region (2024-2029)
Table 10. World Isobutyl Lactate Average Price by Region (2018-2023) & (US$/Ton)
Table 11. World Isobutyl Lactate Average Price by Region (2024-2029) & (US$/Ton)
Table 12. Isobutyl Lactate Major Market Trends
Table 13. World Isobutyl Lactate Consumption Growth Rate Forecast by Region (2018 & 2022 & 2029) & (Tons)
Table 14. World Isobutyl Lactate Consumption by Region (2018-2023) & (Tons)
Table 15. World Isobutyl Lactate Consumption Forecast by Region (2024-2029) & (Tons)
Table 16. World Isobutyl Lactate Production Value by Manufacturer (2018-2023) & (USD Million)
Table 17. Production Value Market Share of Key Isobutyl Lactate Producers in 2022
Table 18. World Isobutyl Lactate Production by Manufacturer (2018-2023) & (Tons)
Table 19. Production Market Share of Key Isobutyl Lactate Producers in 2022
Table 20. World Isobutyl Lactate Average Price by Manufacturer (2018-2023) & (US$/Ton)
Table 21. Global Isobutyl Lactate Company Evaluation Quadrant
Table 22. World Isobutyl Lactate Industry Rank of Major Manufacturers, Based on Production Value in 2022
Table 23. Head Office and Isobutyl Lactate Production Site of Key Manufacturer
Table 24. Isobutyl Lactate Market: Company Product Type Footprint
Table 25. Isobutyl Lactate Market: Company Product Application Footprint
Table 26. Isobutyl Lactate Competitive Factors
Table 27. Isobutyl Lactate New Entrant and Capacity Expansion Plans
Table 28. Isobutyl Lactate Mergers & Acquisitions Activity
Table 29. United States VS China Isobutyl Lactate Production Value Comparison, (2018 & 2022 & 2029) & (USD Million)
Table 30. United States VS China Isobutyl Lactate Production Comparison, (2018 & 2022 & 2029) & (Tons)
Table 31. United States VS China Isobutyl Lactate Consumption Comparison, (2018 & 2022 & 2029) & (Tons)
Table 32. United States Based Isobutyl Lactate Manufacturers, Headquarters and Production Site (States, Country)
Table 33. United States Based Manufacturers Isobutyl Lactate Production Value, (2018-2023) & (USD Million)
Table 34. United States Based Manufacturers Isobutyl Lactate Production Value Market Share (2018-2023)
Table 35. United States Based Manufacturers Isobutyl Lactate Production (2018-2023) & (Tons)
Table 36. United States Based Manufacturers Isobutyl Lactate Production Market Share (2018-2023)
Table 37. China Based Isobutyl Lactate Manufacturers, Headquarters and Production Site (Province, Country)
Table 38. China Based Manufacturers Isobutyl Lactate Production Value, (2018-2023) & (USD Million)
Table 39. China Based Manufacturers Isobutyl Lactate Production Value Market Share (2018-2023)
Table 40. China Based Manufacturers Isobutyl Lactate Production (2018-2023) & (Tons)
Table 41. China Based Manufacturers Isobutyl Lactate Production Market Share (2018-2023)
Table 42. Rest of World Based Isobutyl Lactate Manufacturers, Headquarters and Production Site (States, Country)
Table 43. Rest of World Based Manufacturers Isobutyl Lactate Production Value, (2018-2023) & (USD Million)
Table 44. Rest of World Based Manufacturers Isobutyl Lactate Production Value Market Share (2018-2023)
Table 45. Rest of World Based Manufacturers Isobutyl Lactate Production (2018-2023) & (Tons)
Table 46. Rest of World Based Manufacturers Isobutyl Lactate Production Market Share (2018-2023)
Table 47. World Isobutyl Lactate Production Value by Type, (USD Million), 2018 & 2022 & 2029
Table 48. World Isobutyl Lactate Production by Type (2018-2023) & (Tons)
Table 49. World Isobutyl Lactate Production by Type (2024-2029) & (Tons)
Table 50. World Isobutyl Lactate Production Value by Type (2018-2023) & (USD Million)
Table 51. World Isobutyl Lactate Production Value by Type (2024-2029) & (USD Million)
Table 52. World Isobutyl Lactate Average Price by Type (2018-2023) & (US$/Ton)
Table 53. World Isobutyl Lactate Average Price by Type (2024-2029) & (US$/Ton)
Table 54. World Isobutyl Lactate Production Value by Application, (USD Million), 2018 & 2022 & 2029
Table 55. World Isobutyl Lactate Production by Application (2018-2023) & (Tons)
Table 56. World Isobutyl Lactate Production by Application (2024-2029) & (Tons)
Table 57. World Isobutyl Lactate Production Value by Application (2018-2023) & (USD Million)
Table 58. World Isobutyl Lactate Production Value by Application (2024-2029) & (USD Million)
Table 59. World Isobutyl Lactate Average Price by Application (2018-2023) & (US$/Ton)
Table 60. World Isobutyl Lactate Average Price by Application (2024-2029) & (US$/Ton)
Table 61. Galactic Basic Information, Manufacturing Base and Competitors
Table 62. Galactic Major Business
Table 63. Galactic Isobutyl Lactate Product and Services
Table 64. Galactic Isobutyl Lactate Production (Tons), Price (US$/Ton), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 65. Galactic Recent Developments/Updates
Table 66. Galactic Competitive Strengths & Weaknesses
Table 67. Shenzhen Esun Industrial Basic Information, Manufacturing Base and Competitors
Table 68. Shenzhen Esun Industrial Major Business
Table 69. Shenzhen Esun Industrial Isobutyl Lactate Product and Services
Table 70. Shenzhen Esun Industrial Isobutyl Lactate Production (Tons), Price (US$/Ton), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 71. Shenzhen Esun Industrial Recent Developments/Updates
Table 72. Shenzhen Esun Industrial Competitive Strengths & Weaknesses
Table 73. Jiangxi Zhongding Biotechnology Basic Information, Manufacturing Base and Competitors
Table 74. Jiangxi Zhongding Biotechnology Major Business
Table 75. Jiangxi Zhongding Biotechnology Isobutyl Lactate Product and Services
Table 76. Jiangxi Zhongding Biotechnology Isobutyl Lactate Production (Tons), Price (US$/Ton), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 77. Jiangxi Zhongding Biotechnology Recent Developments/Updates
Table 78. Hangzhou Hairui Chemical Basic Information, Manufacturing Base and Competitors
Table 79. Hangzhou Hairui Chemical Major Business
Table 80. Hangzhou Hairui Chemical Isobutyl Lactate Product and Services
Table 81. Hangzhou Hairui Chemical Isobutyl Lactate Production (Tons), Price (US$/Ton), Production Value (USD Million), Gross Margin and Market Share (2018-2023)
Table 82. Global Key Players of Isobutyl Lactate Upstream (Raw Materials)
Table 83. Isobutyl Lactate Typical Customers
Table 84. Isobutyl Lactate Typical Distributors

LIST OF FIGURES

Figure 1. Isobutyl Lactate Picture
Figure 2. World Isobutyl Lactate Production Value: 2018 & 2022 & 2029, (USD Million)
Figure 3. World Isobutyl Lactate Production Value and Forecast (2018-2029) & (USD Million)
Figure 4. World Isobutyl Lactate Production (2018-2029) & (Tons)
Figure 5. World Isobutyl Lactate Average Price (2018-2029) & (US$/Ton)
Figure 6. World Isobutyl Lactate Production Value Market Share by Region (2018-2029)
Figure 7. World Isobutyl Lactate Production Market Share by Region (2018-2029)
Figure 8. North America Isobutyl Lactate Production (2018-2029) & (Tons)
Figure 9. Europe Isobutyl Lactate Production (2018-2029) & (Tons)
Figure 10. China Isobutyl Lactate Production (2018-2029) & (Tons)
Figure 11. Japan Isobutyl Lactate Production (2018-2029) & (Tons)
Figure 12. Isobutyl Lactate Market Drivers
Figure 13. Factors Affecting Demand
Figure 14. World Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 15. World Isobutyl Lactate Consumption Market Share by Region (2018-2029)
Figure 16. United States Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 17. China Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 18. Europe Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 19. Japan Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 20. South Korea Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 21. ASEAN Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 22. India Isobutyl Lactate Consumption (2018-2029) & (Tons)
Figure 23. Producer Shipments of Isobutyl Lactate by Manufacturer Revenue ($MM) and Market Share (%): 2022
Figure 24. Global Four-firm Concentration Ratios (CR4) for Isobutyl Lactate Markets in 2022
Figure 25. Global Four-firm Concentration Ratios (CR8) for Isobutyl Lactate Markets in 2022
Figure 26. United States VS China: Isobutyl Lactate Production Value Market Share Comparison (2018 & 2022 & 2029)
Figure 27. United States VS China: Isobutyl Lactate Production Market Share Comparison (2018 & 2022 & 2029)
Figure 28. United States VS China: Isobutyl Lactate Consumption Market Share Comparison (2018 & 2022 & 2029)
Figure 29. United States Based Manufacturers Isobutyl Lactate Production Market Share 2022
Figure 30. China Based Manufacturers Isobutyl Lactate Production Market Share 2022
Figure 31. Rest of World Based Manufacturers Isobutyl Lactate Production Market Share 2022
Figure 32. World Isobutyl Lactate Production Value by Type, (USD Million), 2018 & 2022 & 2029
Figure 33. World Isobutyl Lactate Production Value Market Share by Type in 2022
Figure 34. Purity?98%
Figure 35. Purity?98%
Figure 36. World Isobutyl Lactate Production Market Share by Type (2018-2029)
Figure 37. World Isobutyl Lactate Production Value Market Share by Type (2018-2029)
Figure 38. World Isobutyl Lactate Average Price by Type (2018-2029) & (US$/Ton)
Figure 39. World Isobutyl Lactate Production Value by Application, (USD Million), 2018 & 2022 & 2029
Figure 40. World Isobutyl Lactate Production Value Market Share by Application in 2022
Figure 41. Pharmaceuticals and Pesticides
Figure 42. Cosmetic
Figure 43. World Isobutyl Lactate Production Market Share by Application (2018-2029)
Figure 44. World Isobutyl Lactate Production Value Market Share by Application (2018-2029)
Figure 45. World Isobutyl Lactate Average Price by Application (2018-2029) & (US$/Ton)
Figure 46. Isobutyl Lactate Industry Chain
Figure 47. Isobutyl Lactate Procurement Model
Figure 48. Isobutyl Lactate Sales Model
Figure 49. Isobutyl Lactate Sales Channels, Direct Sales, and Distribution
Figure 50. Methodology
Figure 51. Research Process and Data Source


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