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Hazelnuts Ingredient Global Market Insights 2023, Analysis and Forecast to 2028, by Manufacturers, Regions, Technology, Application, Product Type

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    Report

  • 93 Pages
  • October 2023
  • Region: Global
  • Prof Research
  • ID: 5896903

Quick Summary:

Dive into the dynamic world of the Hazelnuts Ingredient global market with this comprehensive and cutting-edge report. Thoughtfully designed to offer an executive-level overview, this study provides critical insights into the industry to equip decision-makers with information central to strategic planning and informed business decisions.

The report provides a comprehensive reginal snapshot, dissecting the market across key regions such as North America, South America, Asia & Pacific, Europe, and MEA. It identifies main players and emerging contenders in the hazelnuts ingredient market, presenting an in-depth analysis of their company profiles, main business information, SWOT analysis, sales volumes, revenue, price, gross margin, and market share.

From the applications perspective, this report examines how Hazelnuts Ingredient is utilized in industries such as confectioneries, dairy, bakery, snacks & bars, amongst others. Moreover, the study clarifies how different types of products (powdered, pieces, etc.) are perceived in the market.

Covering major companies such as ADM, BBC, Olam, Kanegrade, Bredabest, Barry Callebaut Schweiz, Intersnack, Borges, and CG Hacking& Sons, this report grants an exclusive insight into the strategies and performances of leading market players. Strategic and tactical business modules applied by the various market professionals are also comprehensively discussed.

This report describes the global market size of Hazelnuts Ingredient from 2018 to 2022 and its CAGR from 2018 to 2022, and also forecasts its market size to the end of 2028 and its CAGR from 2023 to 2028.

For the geography segment, regional supply, demand, major players, price is presented from 2018 to 2028.

This report covers the following regions:

  • North America
  • South America
  • Asia & Pacific
  • Europe
  • MEA
The key countries for each region are also included such as the United States, China, Japan, India, Korea, ASEAN, Germany, France, UK, Italy, Spain, CIS, and Brazil etc.

For the competitor segment, the report includes global key players of Hazelnuts Ingredient as well as some small players.

The information for each competitor includes:

  • Company Profile
  • Main Business Information
  • SWOT Analysis
  • Sales Volume, Revenue, Price and Gross Margin
  • Market Share

Applications Segment:

  • Confectioneries
  • Dairy products
  • Bakery products
  • Snacks & Bars
  • Others

Types Segment:

  • Powered
  • Pieces
  • Other

Companies Covered:

  • ADM
  • BBC
  • Olam
  • Kanegrade
  • Bredabest
  • Barry Callebaut Schweiz
  • Intersnack
  • Borges
  • CG Hacking& Sons
Base Year: 2023
Historical Data: from 2018 to 2022
Forecast Data: from 2023 to 2028


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Table of Contents

Chapter 1 Executive SummaryChapter 2 Abbreviation and Acronyms
Chapter 3 Preface
3.1 Research Scope
3.2 Research Sources
3.2.1 Data Sources
3.2.2 Assumptions
3.3 Research Method
Chapter 4 Market Landscape
4.1 Market Overview
4.2 Classification/Types
4.3 Application/End Users
Chapter 5 Market Trend Analysis
5.1 Introduction
5.2 Drivers
5.3 Restraints
5.4 Opportunities
5.5 Threats
5.6 Covid-19 Impact
Chapter 6 Industry Chain Analysis
6.1 Upstream/Suppliers Analysis
6.2 Hazelnuts Ingredient Analysis
6.2.1 Technology Analysis
6.2.2 Cost Analysis
6.2.3 Market Channel Analysis
6.3 Downstream Buyers/End Users
Chapter 7 Latest Market Dynamics
7.1 Latest News
7.2 Merger and Acquisition
7.3 Planned/Future Project
7.4 Policy Dynamics
Chapter 8 Trading Analysis
8.1 Export of Hazelnuts Ingredient by Region
8.2 Import of Hazelnuts Ingredient by Region
8.3 Balance of Trade
Chapter 9 Historical and Forecast Hazelnuts Ingredient Market in North America (2018-2028)
9.1 Hazelnuts Ingredient Market Size
9.2 Hazelnuts Ingredient Demand by End Use
9.3 Competition by Players/Suppliers
9.4 Type Segmentation and Price
9.5 Key Countries Analysis
9.5.1 United States
9.5.2 Canada
9.5.3 Mexico
Chapter 10 Historical and Forecast Hazelnuts Ingredient Market in South America (2018-2028)
10.1 Hazelnuts Ingredient Market Size
10.2 Hazelnuts Ingredient Demand by End Use
10.3 Competition by Players/Suppliers
10.4 Type Segmentation and Price
10.5 Key Countries Analysis
10.5.1 Brazil
10.5.2 Argentina
10.5.3 Chile
10.5.4 Peru
Chapter 11 Historical and Forecast Hazelnuts Ingredient Market in Asia & Pacific (2018-2028)
11.1 Hazelnuts Ingredient Market Size
11.2 Hazelnuts Ingredient Demand by End Use
11.3 Competition by Players/Suppliers
11.4 Type Segmentation and Price
11.5 Key Countries Analysis
11.5.1 China
11.5.2 India
11.5.3 Japan
11.5.4 South Korea
11.5.5 Southeast Asia
11.5.6 Australia
Chapter 12 Historical and Forecast Hazelnuts Ingredient Market in Europe (2018-2028)
12.1 Hazelnuts Ingredient Market Size
12.2 Hazelnuts Ingredient Demand by End Use
12.3 Competition by Players/Suppliers
12.4 Type Segmentation and Price
12.5 Key Countries Analysis
12.5.1 Germany
12.5.2 France
12.5.3 United Kingdom
12.5.4 Italy
12.5.5 Spain
12.5.6 Belgium
12.5.7 Netherlands
12.5.8 Austria
12.5.9 Poland
12.5.10 Russia
Chapter 13 Historical and Forecast Hazelnuts Ingredient Market in MEA (2018-2028)
13.1 Hazelnuts Ingredient Market Size
13.2 Hazelnuts Ingredient Demand by End Use
13.3 Competition by Players/Suppliers
13.4 Type Segmentation and Price
13.5 Key Countries Analysis
13.5.1 Egypt
13.5.2 Israel
13.5.3 South Africa
13.5.4 Gulf Cooperation Council Countries
13.5.5 Turkey
Chapter 14 Summary For Global Hazelnuts Ingredient Market (2018-2023)
14.1 Hazelnuts Ingredient Market Size
14.2 Hazelnuts Ingredient Demand by End Use
14.3 Competition by Players/Suppliers
14.4 Type Segmentation and Price
Chapter 15 Global Hazelnuts Ingredient Market Forecast (2023-2028)
15.1 Hazelnuts Ingredient Market Size Forecast
15.2 Hazelnuts Ingredient Demand Forecast
15.3 Competition by Players/Suppliers
15.4 Type Segmentation and Price Forecast
Chapter 16 Analysis of Global Key Vendors
16.1 ADM
16.1.1 Company Profile
16.1.2 Main Business and Hazelnuts Ingredient Information
16.1.3 SWOT Analysis of ADM
16.1.4 ADM Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.2 BBC
16.2.1 Company Profile
16.2.2 Main Business and Hazelnuts Ingredient Information
16.2.3 SWOT Analysis of BBC
16.2.4 BBC Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.3 Olam
16.3.1 Company Profile
16.3.2 Main Business and Hazelnuts Ingredient Information
16.3.3 SWOT Analysis of Olam
16.3.4 Olam Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.4 Kanegrade
16.4.1 Company Profile
16.4.2 Main Business and Hazelnuts Ingredient Information
16.4.3 SWOT Analysis of Kanegrade
16.4.4 Kanegrade Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.5 Bredabest
16.5.1 Company Profile
16.5.2 Main Business and Hazelnuts Ingredient Information
16.5.3 SWOT Analysis of Bredabest
16.5.4 Bredabest Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.6 Barry Callebaut Schweiz
16.6.1 Company Profile
16.6.2 Main Business and Hazelnuts Ingredient Information
16.6.3 SWOT Analysis of Barry Callebaut Schweiz
16.6.4 Barry Callebaut Schweiz Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.7 Intersnack
16.7.1 Company Profile
16.7.2 Main Business and Hazelnuts Ingredient Information
16.7.3 SWOT Analysis of Intersnack
16.7.4 Intersnack Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.8 Borges
16.8.1 Company Profile
16.8.2 Main Business and Hazelnuts Ingredient Information
16.8.3 SWOT Analysis of Borges
16.8.4 Borges Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
16.9 CG Hacking& Sons
16.9.1 Company Profile
16.9.2 Main Business and Hazelnuts Ingredient Information
16.9.3 SWOT Analysis of CG Hacking& Sons
16.9.4 CG Hacking& Sons Hazelnuts Ingredient Sales, Revenue, Price and Gross Margin (2018-2023)
Tables and Figures
Table Abbreviation and Acronyms List
Table Research Scope of Hazelnuts Ingredient Report
Table Data Sources of Hazelnuts Ingredient Report
Table Major Assumptions of Hazelnuts Ingredient Report
Figure Market Size Estimated Method
Figure Major Forecasting Factors
Figure Hazelnuts Ingredient Picture
Table Hazelnuts Ingredient Classification
Table Hazelnuts Ingredient Applications List
Table Drivers of Hazelnuts Ingredient Market
Table Restraints of Hazelnuts Ingredient Market
Table Opportunities of Hazelnuts Ingredient Market
Table Threats of Hazelnuts Ingredient Market
Table Covid-19 Impact For Hazelnuts Ingredient Market
Table Raw Materials Suppliers List
Table Different Production Methods of Hazelnuts Ingredient
Table Cost Structure Analysis of Hazelnuts Ingredient
Table Key End Users List
Table Latest News of Hazelnuts Ingredient Market
Table Merger and Acquisition List
Table Planned/Future Project of Hazelnuts Ingredient Market
Table Policy of Hazelnuts Ingredient Market
Table 2018-2028 Regional Export of Hazelnuts Ingredient
Table 2018-2028 Regional Import of Hazelnuts Ingredient
Table 2018-2028 Regional Trade Balance
Figure 2018-2028 Regional Trade Balance
Table 2018-2028 North America Hazelnuts Ingredient Market Size and Market Volume List
Figure 2018-2028 North America Hazelnuts Ingredient Market Size and CAGR
Figure 2018-2028 North America Hazelnuts Ingredient Market Volume and CAGR
Table 2018-2028 North America Hazelnuts Ingredient Demand List by Application
Table 2018-2023 North America Hazelnuts Ingredient Key Players Sales List
Table 2018-2023 North America Hazelnuts Ingredient Key Players Market Share List
Table 2018-2028 North America Hazelnuts Ingredient Demand List by Type
Table 2018-2023 North America Hazelnuts Ingredient Price List by Type
Table 2018-2028 United States Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 United States Hazelnuts Ingredient Import & Export List
Table 2018-2028 Canada Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Canada Hazelnuts Ingredient Import & Export List
Table 2018-2028 Mexico Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Mexico Hazelnuts Ingredient Import & Export List
Table 2018-2028 South America Hazelnuts Ingredient Market Size and Market Volume List
Figure 2018-2028 South America Hazelnuts Ingredient Market Size and CAGR
Figure 2018-2028 South America Hazelnuts Ingredient Market Volume and CAGR
Table 2018-2028 South America Hazelnuts Ingredient Demand List by Application
Table 2018-2023 South America Hazelnuts Ingredient Key Players Sales List
Table 2018-2023 South America Hazelnuts Ingredient Key Players Market Share List
Table 2018-2028 South America Hazelnuts Ingredient Demand List by Type
Table 2018-2023 South America Hazelnuts Ingredient Price List by Type
Table 2018-2028 Brazil Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Brazil Hazelnuts Ingredient Import & Export List
Table 2018-2028 Argentina Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Argentina Hazelnuts Ingredient Import & Export List
Table 2018-2028 Chile Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Chile Hazelnuts Ingredient Import & Export List
Table 2018-2028 Peru Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Peru Hazelnuts Ingredient Import & Export List
Table 2018-2028 Asia & Pacific Hazelnuts Ingredient Market Size and Market Volume List
Figure 2018-2028 Asia & Pacific Hazelnuts Ingredient Market Size and CAGR
Figure 2018-2028 Asia & Pacific Hazelnuts Ingredient Market Volume and CAGR
Table 2018-2028 Asia & Pacific Hazelnuts Ingredient Demand List by Application
Table 2018-2023 Asia & Pacific Hazelnuts Ingredient Key Players Sales List
Table 2018-2023 Asia & Pacific Hazelnuts Ingredient Key Players Market Share List
Table 2018-2028 Asia & Pacific Hazelnuts Ingredient Demand List by Type
Table 2018-2023 Asia & Pacific Hazelnuts Ingredient Price List by Type
Table 2018-2028 China Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 China Hazelnuts Ingredient Import & Export List
Table 2018-2028 India Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 India Hazelnuts Ingredient Import & Export List
Table 2018-2028 Japan Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Japan Hazelnuts Ingredient Import & Export List
Table 2018-2028 South Korea Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 South Korea Hazelnuts Ingredient Import & Export List
Table 2018-2028 Southeast Asia Hazelnuts Ingredient Market Size List
Table 2018-2028 Southeast Asia Hazelnuts Ingredient Market Volume List
Table 2018-2028 Southeast Asia Hazelnuts Ingredient Import List
Table 2018-2028 Southeast Asia Hazelnuts Ingredient Export List
Table 2018-2028 Australia Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Australia Hazelnuts Ingredient Import & Export List
Table 2018-2028 Europe Hazelnuts Ingredient Market Size and Market Volume List
Figure 2018-2028 Europe Hazelnuts Ingredient Market Size and CAGR
Figure 2018-2028 Europe Hazelnuts Ingredient Market Volume and CAGR
Table 2018-2028 Europe Hazelnuts Ingredient Demand List by Application
Table 2018-2023 Europe Hazelnuts Ingredient Key Players Sales List
Table 2018-2023 Europe Hazelnuts Ingredient Key Players Market Share List
Table 2018-2028 Europe Hazelnuts Ingredient Demand List by Type
Table 2018-2023 Europe Hazelnuts Ingredient Price List by Type
Table 2018-2028 Germany Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Germany Hazelnuts Ingredient Import & Export List
Table 2018-2028 France Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 France Hazelnuts Ingredient Import & Export List
Table 2018-2028 United Kingdom Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 United Kingdom Hazelnuts Ingredient Import & Export List
Table 2018-2028 Italy Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Italy Hazelnuts Ingredient Import & Export List
Table 2018-2028 Spain Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Spain Hazelnuts Ingredient Import & Export List
Table 2018-2028 Belgium Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Belgium Hazelnuts Ingredient Import & Export List
Table 2018-2028 Netherlands Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Netherlands Hazelnuts Ingredient Import & Export List
Table 2018-2028 Austria Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Austria Hazelnuts Ingredient Import & Export List
Table 2018-2028 Poland Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Poland Hazelnuts Ingredient Import & Export List
Table 2018-2028 Russia Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Russia Hazelnuts Ingredient Import & Export List
Table 2018-2028 MEA Hazelnuts Ingredient Market Size and Market Volume List
Figure 2018-2028 MEA Hazelnuts Ingredient Market Size and CAGR
Figure 2018-2028 MEA Hazelnuts Ingredient Market Volume and CAGR
Table 2018-2028 MEA Hazelnuts Ingredient Demand List by Application
Table 2018-2023 MEA Hazelnuts Ingredient Key Players Sales List
Table 2018-2023 MEA Hazelnuts Ingredient Key Players Market Share List
Table 2018-2028 MEA Hazelnuts Ingredient Demand List by Type
Table 2018-2023 MEA Hazelnuts Ingredient Price List by Type
Table 2018-2028 Egypt Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Egypt Hazelnuts Ingredient Import & Export List
Table 2018-2028 Israel Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Israel Hazelnuts Ingredient Import & Export List
Table 2018-2028 South Africa Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 South Africa Hazelnuts Ingredient Import & Export List
Table 2018-2028 Gulf Cooperation Council Countries Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Gulf Cooperation Council Countries Hazelnuts Ingredient Import & Export List
Table 2018-2028 Turkey Hazelnuts Ingredient Market Size and Market Volume List
Table 2018-2028 Turkey Hazelnuts Ingredient Import & Export List
Table 2018-2023 Global Hazelnuts Ingredient Market Size List by Region
Table 2018-2023 Global Hazelnuts Ingredient Market Size Share List by Region
Table 2018-2023 Global Hazelnuts Ingredient Market Volume List by Region
Table 2018-2023 Global Hazelnuts Ingredient Market Volume Share List by Region
Table 2018-2023 Global Hazelnuts Ingredient Demand List by Application
Table 2018-2023 Global Hazelnuts Ingredient Demand Market Share List by Application
Table 2018-2023 Global Hazelnuts Ingredient Key Vendors Sales List
Table 2018-2023 Global Hazelnuts Ingredient Key Vendors Sales Share List
Figure 2018-2023 Global Hazelnuts Ingredient Market Volume and Growth Rate
Table 2018-2023 Global Hazelnuts Ingredient Key Vendors Revenue List
Figure 2018-2023 Global Hazelnuts Ingredient Market Size and Growth Rate
Table 2018-2023 Global Hazelnuts Ingredient Key Vendors Revenue Share List
Table 2018-2023 Global Hazelnuts Ingredient Demand List by Type
Table 2018-2023 Global Hazelnuts Ingredient Demand Market Share List by Type
Table 2018-2023 Regional Hazelnuts Ingredient Price List
Table 2023-2028 Global Hazelnuts Ingredient Market Size List by Region
Table 2023-2028 Global Hazelnuts Ingredient Market Size Share List by Region
Table 2023-2028 Global Hazelnuts Ingredient Market Volume List by Region
Table 2023-2028 Global Hazelnuts Ingredient Market Volume Share List by Region
Table 2023-2028 Global Hazelnuts Ingredient Demand List by Application
Table 2023-2028 Global Hazelnuts Ingredient Demand Market Share List by Application
Table 2023-2028 Global Hazelnuts Ingredient Key Vendors Sales List
Table 2023-2028 Global Hazelnuts Ingredient Key Vendors Sales Share List
Figure 2023-2028 Global Hazelnuts Ingredient Market Volume and Growth Rate
Table 2023-2028 Global Hazelnuts Ingredient Key Vendors Revenue List
Figure 2023-2028 Global Hazelnuts Ingredient Market Size and Growth Rate
Table 2023-2028 Global Hazelnuts Ingredient Key Vendors Revenue Share List
Table 2023-2028 Global Hazelnuts Ingredient Demand List by Type
Table 2023-2028 Global Hazelnuts Ingredient Demand Market Share List by Type
Table 2023-2028 Hazelnuts Ingredient Regional Price List
Table ADM Information
Table SWOT Analysis of ADM
Table 2018-2023 ADM Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 ADM Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 ADM Hazelnuts Ingredient Market Share
Table BBC Information
Table SWOT Analysis of BBC
Table 2018-2023 BBC Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 BBC Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 BBC Hazelnuts Ingredient Market Share
Table Olam Information
Table SWOT Analysis of Olam
Table 2018-2023 Olam Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 Olam Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 Olam Hazelnuts Ingredient Market Share
Table Kanegrade Information
Table SWOT Analysis of Kanegrade
Table 2018-2023 Kanegrade Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 Kanegrade Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 Kanegrade Hazelnuts Ingredient Market Share
Table Bredabest Information
Table SWOT Analysis of Bredabest
Table 2018-2023 Bredabest Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 Bredabest Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 Bredabest Hazelnuts Ingredient Market Share
Table Barry Callebaut Schweiz Information
Table SWOT Analysis of Barry Callebaut Schweiz
Table 2018-2023 Barry Callebaut Schweiz Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 Barry Callebaut Schweiz Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 Barry Callebaut Schweiz Hazelnuts Ingredient Market Share
Table Intersnack Information
Table SWOT Analysis of Intersnack
Table 2018-2023 Intersnack Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 Intersnack Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 Intersnack Hazelnuts Ingredient Market Share
Table Borges Information
Table SWOT Analysis of Borges
Table 2018-2023 Borges Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 Borges Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 Borges Hazelnuts Ingredient Market Share
Table CG Hacking& Sons Information
Table SWOT Analysis of CG Hacking& Sons
Table 2018-2023 CG Hacking& Sons Hazelnuts Ingredient Sale Volume Price Cost Revenue
Figure 2018-2023 CG Hacking& Sons Hazelnuts Ingredient Sale Volume and Growth Rate
Figure 2018-2023 CG Hacking& Sons Hazelnuts Ingredient Market Share

Companies Mentioned (Partial List)

A selection of companies mentioned in this report includes, but is not limited to:

  • ADM
  • BBC
  • Olam
  • Kanegrade
  • Bredabest
  • Barry Callebaut Schweiz
  • Intersnack
  • Borges
  • CG Hacking& Sons
  • Besanaworld
  • Voicevale
  • Nutella

Methodology

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