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市场调查报告书
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1822414

2032 年藻类蛋白食品市场预测:按来源、形式、方法、应用、最终用户和地区进行的全球分析

Algae-Protein Food Market Forecasts to 2032 - Global Analysis By Source (Spirulina, Chlorella, Dunaliella and Nannochloropsis), Form, Method, Application, End User and By Geography

出版日期: | 出版商: Stratistics Market Research Consulting | 英文 200+ Pages | 商品交期: 2-3个工作天内

价格

根据 Stratistics MRC 的数据,全球藻类蛋白食品市场预计在 2025 年达到 18 亿美元,到 2032 年将达到 36 亿美元,预测期内的复合年增长率为 10.2%。

藻类蛋白质食品是指源自微藻类和大型藻类的可食用产品,富含蛋白质、必需胺基酸、维生素和矿物质。这些食品利用藻类的天然营养密度,提供永续的营养来源。它们可以以多种形式食用,包括粉末、饮料和零食,并可纳入日常饮食中。藻类食品支持饮食多样性,并提供易于消化的植物来源蛋白质替代品,其天然、营养丰富的配方有助于均衡营养和整体健康。

根据优质食品研究所的说法,藻类是一种永续的、营养丰富的蛋白质来源,可用于植物来源海鲜、零食和蛋白粉。

对植物性蛋白质的需求不断增加

出于健康、永续性和伦理性的考虑,消费者对植物蛋白来源的偏好日益增长,这推动了市场的发展。随着人们对畜牧业环境影响的认识不断提高,螺旋藻、小球藻和其他藻类蛋白也越来越受欢迎。纯素、素食者和弹性素食者对藻类蛋白的接受度不断提高,进一步推动了市场的成长。此外,将藻类蛋白添加到冰沙、零食和代餐中,也增加了便利性和吸引力。这一趋势持续推动着该领域的投资和产品创新。

生产加工成本高

生产和加工藻类蛋白的高成本对市场扩张构成了重大挑战。养殖、收穫和干燥过程耗能巨大,需要专门的基础设施,这推高了产品价格。净化和品管也增加了额外的营运成本。这些不断上涨的成本抑制了对价格敏感的消费者,尤其是在新兴市场。因此,儘管需求不断增长,但成本障碍限制了其大众市场的渗透。製造商被迫投资高效的生产技术,以在保持产品品质的同时实现可扩展的盈利。

扩展到机能性食品应用

该市场为机能性食品应用提供了庞大的商机,例如蛋白棒、食品和饮料产品、乳製品替代品以及营养补充品。藻类蛋白提供生物活性化合物、抗氧化剂和必需胺基酸,使製造商能够专注于提升免疫力、肠道健康和能量等益处。消费者对注重健康的清洁标示食品的兴趣日益浓厚,推动了藻类蛋白融入强化食品领域。与食品和饮料公司的合作正在推动产品多元化。这种向机能性食品的拓展增强了市场渗透力,并巩固了藻类蛋白作为主流营养成分的地位。

监理挑战和核准延迟

复杂的法律规范和冗长的藻类食品配料核准流程,为市场带来了许多威胁。安全评估、新型食品批准以及地区差异化的合规要求,不仅会延迟产品上市,还会增加成本。各国监管法规的不一致,也使国际扩张更加复杂。违规可能导致产品召回,并损害品牌声誉。这些监管障碍制约了创新和市场准入的速度。因此,企业必须投资严格的测试、认证和法律专业知识,才能顺利通过核准流程。

COVID-19的影响:

新冠疫情最初扰乱了供应链和种植设施,但同时,它也激发了消费者对增强免疫力和营养食品的兴趣。线上销售管道有助于维持产品供应,而人们对健康和保健日益增长的兴趣也增加了对藻类蛋白的需求。製造商加快了电商销售,并丰富了产品系列,以适应不断变化的消费行为。疫情过后,人们持续的预防性卫生意识也永久增强了需求。整体而言,新冠疫情对藻类蛋白食品市场既是短期挑战,也是长期成长的催化剂。

预计螺旋藻市场将在预测期内成长至最大

螺旋藻因其丰富的蛋白质含​​量、必需氨基酸和抗氧化特性,预计将在预测期内占据最大的市场份额。螺旋藻被广泛用于粉末、胶囊和机能性食品。消费者对其的认知度高,且在饮料和保健品中的用途广泛,巩固了其市场主导地位。此外,强有力的研究支持其营养价值,也增加了其可信度。螺旋藻仍然是製造商和注重健康的消费者的首选藻类来源,推动了其在全球的持续应用。

预测期内粉末细分市场预计将以最高复合年增长率成长

由于其便利性、多功能性以及易于添加到食品和饮料产品中,预计粉末类产品将在预测期内实现最高成长率。藻类蛋白粉可在冰沙、奶昔、能量棒和烘焙点心中实现精确的剂量分配。其稳定性和保质期使其成为消费者和食品製造商的热门选择。调味和混合粉末的创新进一步增强了其对消费者的吸引力。这种多功能性使粉末类产品成为藻类蛋白食品市场中成长最快的形式。

占比最大的地区:

由于丰富的藻类养殖自然资源以及人们对植物营养的日益重视,预计亚太地区将在预测期内占据最大的市场份额。中国、印度和日本等国家在食品、饮料和补充剂中越来越多地采用螺旋藻和小球藻。政府推广机能性食品和健康饮食的措施进一步支持了市场扩张。都市化、可支配收入的增加以及强劲的电子商务渗透率正在巩固亚太地区在全球藻类蛋白质食品市场的领导地位。

复合年增长率最高的地区:

在预测期内,北美预计将出现最高的复合年增长率,这得益于消费者对植物性饮食和机能性食品的强烈偏好。美国和加拿大对藻类粉末、能量棒和饮料的需求强劲。注重健康的千禧世代和寻求永续蛋白质替代品的Z世代消费者正在推动藻类的快速普及。对产品创新、洁净标示配方和数位零售通路的投资进一步推动了成长。这些因素使北美成为成长最快的区域市场。

免费客製化服务:

此报告的订阅者可以使用以下免费自订选项之一:

  • 公司简介
    • 对最多三家其他市场公司进行全面分析
    • 主要企业的SWOT分析(最多3家公司)
  • 区域细分
    • 根据客户兴趣对主要国家进行的市场估计、预测和复合年增长率(註:基于可行性检查)
  • 竞争基准化分析
    • 根据产品系列、地理分布和策略联盟对主要企业基准化分析

目录

第一章执行摘要

第二章 前言

  • 概述
  • 相关利益者
  • 调查范围
  • 调查方法
    • 资料探勘
    • 数据分析
    • 数据检验
    • 研究途径
  • 研究材料
    • 主要研究资料
    • 次级研究资讯来源
    • 先决条件

第三章市场走势分析

  • 驱动程式
  • 抑制因素
  • 机会
  • 威胁
  • 应用分析
  • 最终用户分析
  • 新兴市场
  • COVID-19的影响

第四章 波特五力分析

  • 供应商的议价能力
  • 买方的议价能力
  • 替代品的威胁
  • 新进入者的威胁
  • 竞争对手之间的竞争

5. 全球藻类蛋白食品市场(依来源)

  • 螺旋藻
  • 小球藻
  • 杜氏藻
  • 微绿球藻

6. 全球藻类蛋白食品市场(依形态)

  • 粉末
  • 片剂和胶囊
  • 饮料
  • 即食零食
  • 肉类类似物

7. 全球藻类蛋白食品市场(依方法)

  • 喷雾干燥
  • 冷冻干燥
  • 湿式萃取
  • 酵素处理

8. 全球藻类蛋白食品市场(按应用)

  • 机能性食品
  • 营养补充品
  • 运动营养
  • 婴儿营养
  • 动物饲料

9. 全球藻类蛋白食品市场(按最终用户)

  • 饮食
  • 营养补充品
  • 化妆品和个人护理

第 10 章全球藻类蛋白食品市场(按地区)

  • 北美洲
    • 美国
    • 加拿大
    • 墨西哥
  • 欧洲
    • 德国
    • 英国
    • 义大利
    • 法国
    • 西班牙
    • 其他欧洲国家
  • 亚太地区
    • 日本
    • 中国
    • 印度
    • 澳洲
    • 纽西兰
    • 韩国
    • 其他亚太地区
  • 南美洲
    • 阿根廷
    • 巴西
    • 智利
    • 南美洲其他地区
  • 中东和非洲
    • 沙乌地阿拉伯
    • 阿拉伯聯合大公国
    • 卡达
    • 南非
    • 其他中东和非洲地区

第十一章 重大进展

  • 协议、伙伴关係、合作和合资企业
  • 收购与合併
  • 新产品发布
  • 业务扩展
  • 其他关键策略

第十二章 公司概况

  • Corbion
  • Cyanotech Corporation
  • ALGAMA FOODS
  • Earthrise Nutritionals LLC
  • dsm-
  • Far East Bio-Tec Co. Ltd.
  • AllMicroalgae
  • EID-Parry Limited
  • FUQING KING DNARMSA SPIRULINA CO., LTD.
  • Aliga Microalgae
  • Vimergy LLC
  • Energybits Inc.
  • Rainbow Light
  • NOW Foods
  • Prairie Naturals
  • Unilever PLC
Product Code: SMRC31168

According to Stratistics MRC, the Global Algae-Protein Food Market is accounted for $1.8 billion in 2025 and is expected to reach $3.6 billion by 2032 growing at a CAGR of 10.2% during the forecast period. Algae-protein food refers to edible products derived from microalgae and macroalgae, which are rich in protein, essential amino acids, vitamins, and minerals. These foods harness algae's natural nutritional density to provide a sustainable source of nourishment. They can be consumed in various forms, such as powders, beverages, snacks, or incorporated into everyday meals. Algae-based foods support dietary diversity, offering plant-derived protein alternatives that are easily digestible while contributing to balanced nutrition and overall health through natural, nutrient-rich formulations.

According to the Good Food Institute, algae is a sustainable, nutrient-dense protein source being used in plant-based seafood, snacks, and protein powders.

Market Dynamics:

Driver:

Rising demand for plant proteins

The market is propelled by increasing consumer preference for plant-based protein sources due to health, sustainability, and ethical considerations. Fueled by growing awareness of the environmental impact of animal agriculture, spirulina, chlorella, and other algae proteins are gaining traction. Rising adoption among vegans, vegetarians, and flexitarians further supports market growth. Additionally, the integration of algae proteins into smoothies, snacks, and meal replacements enhances convenience and appeal. This trend continues to drive investment and product innovation in the sector.

Restraint:

High production and processing costs

High production and processing costs of algae proteins pose a significant challenge to market expansion. Cultivation, harvesting, and drying processes are energy-intensive and require specialized infrastructure, raising product prices. Purification and quality control add further operational expenses. These elevated costs can deter price-sensitive consumers, particularly in emerging markets. Consequently, despite rising demand, cost barriers limit mass-market penetration. Manufacturers are compelled to invest in efficient production techniques to achieve scalable profitability while maintaining product quality.

Opportunity:

Expansion into functional food applications

The market presents substantial opportunity in functional food applications, including protein bars, beverages, dairy alternatives, and nutritional supplements. Algae proteins offer bioactive compounds, antioxidants, and essential amino acids, enabling manufacturers to target immunity, gut health, and energy-boosting benefits. Rising consumer interest in health-focused and clean-label foods encourages integration into fortified foods. Partnerships with food and beverage companies are facilitating product diversification. This expansion into functional foods strengthens market penetration and reinforces algae proteins as a mainstream nutritional ingredient.

Threat:

Regulatory challenges and approval delays

The market faces threats from complex regulatory frameworks and lengthy approval processes for algae-based food ingredients. Safety assessments, novel food authorizations, and varying regional compliance requirements can delay product launches and increase costs. Misalignment between countries' regulations complicates international expansion. Non-compliance risks product recalls and damages brand reputation. These regulatory hurdles constrain innovation speed and market accessibility. Consequently, companies must invest in rigorous testing, certification, and legal expertise to navigate approval processes successfully.

Covid-19 Impact:

The COVID-19 pandemic initially disrupted supply chains and cultivation facilities but also amplified consumer interest in immunity-boosting, nutrient-rich foods. Online sales channels helped maintain product availability, while heightened focus on health and wellness increased demand for algae-based proteins. Manufacturers accelerated e-commerce distribution and diversified product portfolios to meet changing consumer behavior. Post-pandemic, sustained awareness of preventive health has permanently reinforced demand. Overall, COVID-19 acted as both a short-term challenge and long-term growth catalyst for the algae-protein food market.

The spirulina segment is expected to be the largest during the forecast period

The spirulina segment is expected to account for the largest market share during the forecast period, owing to its rich protein content, essential amino acids, and antioxidant properties. Spirulina is widely incorporated into powders, capsules, and functional foods. High consumer recognition, combined with its versatility in beverages and health supplements, reinforces market dominance. Additionally, strong research backing its nutritional benefits enhances credibility. Spirulina remains the preferred algae source for both manufacturers and health-conscious consumers, driving sustained adoption globally.

The powders segment is expected to have the highest CAGR during the forecast period

Over the forecast period, the powders segment is predicted to witness the highest growth rate, reinforced by convenience, versatility, and ease of incorporation into food and beverages. Powdered algae proteins allow precise dosing in smoothies, shakes, bars, and baked goods. They are preferred by both consumers and food manufacturers for their stability and shelf life. Innovation in flavored and blended powders further enhances consumer appeal. This versatility positions the powders segment as the fastest-growing format in the algae-protein food market.

Region with largest share:

During the forecast period, the Asia Pacific region is expected to hold the largest market share, ascribed to abundant natural resources for algae cultivation and rising awareness of plant-based nutrition. Countries like China, India, and Japan are witnessing growing adoption of spirulina and chlorella in food, beverages, and supplements. Government initiatives promoting functional foods and health-oriented diets further support market expansion. Urbanization, rising disposable incomes, and strong e-commerce penetration consolidate Asia Pacific's leadership in the global algae-protein food market.

Region with highest CAGR:

Over the forecast period, the North America region is anticipated to exhibit the highest CAGR associated with strong consumer inclination toward plant-based diets and functional foods. The U.S. and Canada are experiencing robust demand for algae-based powders, bars, and beverages. Rapid adoption is fueled by health-conscious millennials and Gen Z consumers seeking sustainable protein alternatives. Investment in product innovation, clean-label formulations, and digital retail channels further accelerates growth. These factors establish North America as the fastest-growing regional market.

Key players in the market

Some of the key players in Algae-Protein Food Market include Corbion, Cyanotech Corporation, ALGAMA FOODS, Earthrise Nutritionals LLC, dsm-, Far East Bio-Tec Co. Ltd., AllMicroalgae, E.I.D-Parry Limited, FUQING KING DNARMSA SPIRULINA CO., LTD., Aliga Microalgae, Vimergy LLC, Energybits Inc., Rainbow Light, NOW Foods, Prairie Naturals, and Unilever PLC.

Key Developments:

In July 2025, Unilever PLC launched its new "Glow & Greens" plant-based protein smoothie range, featuring a proprietary blend of spirulina and chlorella, directly targeting the health-conscious consumer segment in European markets.

In June 2025, Corbion announced a strategic partnership with a major European aquaculture feed producer to co-develop a new line of sustainable, algae-based protein ingredients for aquafeed, reducing reliance on traditional fishmeal.

In May 2025, DSM-firmenich inaugurated its new state-of-the-art algae cultivation and processing facility in Brazil, significantly scaling up production of its high-purity algal omega-3 and protein products for the global food and nutrition market.

Sources Covered:

  • Spirulina
  • Chlorella
  • Dunaliella
  • Nannochloropsis

Forms Covered:

  • Powders
  • Tablets & Capsules
  • Beverages
  • Ready-To-Eat Snacks
  • Meat Analogues

Methods Covered:

  • Spray Drying
  • Freeze Drying
  • Wet Extraction
  • Enzymatic Processing

Applications Covered:

  • Functional Foods
  • Dietary Supplements
  • Sports Nutrition
  • Infant Nutrition
  • Animal Feed

End Users Covered:

  • Food & Beverage
  • Nutraceuticals
  • Cosmetics & Personal Care

Regions Covered:

  • North America
    • US
    • Canada
    • Mexico
  • Europe
    • Germany
    • UK
    • Italy
    • France
    • Spain
    • Rest of Europe
  • Asia Pacific
    • Japan
    • China
    • India
    • Australia
    • New Zealand
    • South Korea
    • Rest of Asia Pacific
  • South America
    • Argentina
    • Brazil
    • Chile
    • Rest of South America
  • Middle East & Africa
    • Saudi Arabia
    • UAE
    • Qatar
    • South Africa
    • Rest of Middle East & Africa

What our report offers:

  • Market share assessments for the regional and country-level segments
  • Strategic recommendations for the new entrants
  • Covers Market data for the years 2024, 2025, 2026, 2028, and 2032
  • Market Trends (Drivers, Constraints, Opportunities, Threats, Challenges, Investment Opportunities, and recommendations)
  • Strategic recommendations in key business segments based on the market estimations
  • Competitive landscaping mapping the key common trends
  • Company profiling with detailed strategies, financials, and recent developments
  • Supply chain trends mapping the latest technological advancements

Free Customization Offerings:

All the customers of this report will be entitled to receive one of the following free customization options:

  • Company Profiling
    • Comprehensive profiling of additional market players (up to 3)
    • SWOT Analysis of key players (up to 3)
  • Regional Segmentation
    • Market estimations, Forecasts and CAGR of any prominent country as per the client's interest (Note: Depends on feasibility check)
  • Competitive Benchmarking
    • Benchmarking of key players based on product portfolio, geographical presence, and strategic alliances

Table of Contents

1 Executive Summary

2 Preface

  • 2.1 Abstract
  • 2.2 Stake Holders
  • 2.3 Research Scope
  • 2.4 Research Methodology
    • 2.4.1 Data Mining
    • 2.4.2 Data Analysis
    • 2.4.3 Data Validation
    • 2.4.4 Research Approach
  • 2.5 Research Sources
    • 2.5.1 Primary Research Sources
    • 2.5.2 Secondary Research Sources
    • 2.5.3 Assumptions

3 Market Trend Analysis

  • 3.1 Introduction
  • 3.2 Drivers
  • 3.3 Restraints
  • 3.4 Opportunities
  • 3.5 Threats
  • 3.6 Application Analysis
  • 3.7 End User Analysis
  • 3.8 Emerging Markets
  • 3.9 Impact of Covid-19

4 Porters Five Force Analysis

  • 4.1 Bargaining power of suppliers
  • 4.2 Bargaining power of buyers
  • 4.3 Threat of substitutes
  • 4.4 Threat of new entrants
  • 4.5 Competitive rivalry

5 Global Algae-Protein Food Market, By Source

  • 5.1 Introduction
  • 5.2 Spirulina
  • 5.3 Chlorella
  • 5.4 Dunaliella
  • 5.5 Nannochloropsis

6 Global Algae-Protein Food Market, By Form

  • 6.1 Introduction
  • 6.2 Powders
  • 6.3 Tablets & Capsules
  • 6.4 Beverages
  • 6.5 Ready-To-Eat Snacks
  • 6.6 Meat Analogues

7 Global Algae-Protein Food Market, By Method

  • 7.1 Introduction
  • 7.2 Spray Drying
  • 7.3 Freeze Drying
  • 7.4 Wet Extraction
  • 7.5 Enzymatic Processing

8 Global Algae-Protein Food Market, By Application

  • 8.1 Introduction
  • 8.2 Functional Foods
  • 8.3 Dietary Supplements
  • 8.4 Sports Nutrition
  • 8.5 Infant Nutrition
  • 8.6 Animal Feed

9 Global Algae-Protein Food Market, By End User

  • 9.1 Introduction
  • 9.2 Food & Beverage
  • 9.3 Nutraceuticals
  • 9.4 Cosmetics & Personal Care

10 Global Algae-Protein Food Market, By Geography

  • 10.1 Introduction
  • 10.2 North America
    • 10.2.1 US
    • 10.2.2 Canada
    • 10.2.3 Mexico
  • 10.3 Europe
    • 10.3.1 Germany
    • 10.3.2 UK
    • 10.3.3 Italy
    • 10.3.4 France
    • 10.3.5 Spain
    • 10.3.6 Rest of Europe
  • 10.4 Asia Pacific
    • 10.4.1 Japan
    • 10.4.2 China
    • 10.4.3 India
    • 10.4.4 Australia
    • 10.4.5 New Zealand
    • 10.4.6 South Korea
    • 10.4.7 Rest of Asia Pacific
  • 10.5 South America
    • 10.5.1 Argentina
    • 10.5.2 Brazil
    • 10.5.3 Chile
    • 10.5.4 Rest of South America
  • 10.6 Middle East & Africa
    • 10.6.1 Saudi Arabia
    • 10.6.2 UAE
    • 10.6.3 Qatar
    • 10.6.4 South Africa
    • 10.6.5 Rest of Middle East & Africa

11 Key Developments

  • 11.1 Agreements, Partnerships, Collaborations and Joint Ventures
  • 11.2 Acquisitions & Mergers
  • 11.3 New Product Launch
  • 11.4 Expansions
  • 11.5 Other Key Strategies

12 Company Profiling

  • 12.1 Corbion
  • 12.2 Cyanotech Corporation
  • 12.3 ALGAMA FOODS
  • 12.4 Earthrise Nutritionals LLC
  • 12.5 dsm-
  • 12.6 Far East Bio-Tec Co. Ltd.
  • 12.7 AllMicroalgae
  • 12.8 E.I.D-Parry Limited
  • 12.9 FUQING KING DNARMSA SPIRULINA CO., LTD.
  • 12.10 Aliga Microalgae
  • 12.11 Vimergy LLC
  • 12.12 Energybits Inc.
  • 12.13 Rainbow Light
  • 12.14 NOW Foods
  • 12.15 Prairie Naturals
  • 12.16 Unilever PLC

List of Tables

  • Table 1 Global Algae-Protein Food Market Outlook, By Region (2024-2032) ($MN)
  • Table 2 Global Algae-Protein Food Market Outlook, By Source (2024-2032) ($MN)
  • Table 3 Global Algae-Protein Food Market Outlook, By Spirulina (2024-2032) ($MN)
  • Table 4 Global Algae-Protein Food Market Outlook, By Chlorella (2024-2032) ($MN)
  • Table 5 Global Algae-Protein Food Market Outlook, By Dunaliella (2024-2032) ($MN)
  • Table 6 Global Algae-Protein Food Market Outlook, By Nannochloropsis (2024-2032) ($MN)
  • Table 7 Global Algae-Protein Food Market Outlook, By Form (2024-2032) ($MN)
  • Table 8 Global Algae-Protein Food Market Outlook, By Powders (2024-2032) ($MN)
  • Table 9 Global Algae-Protein Food Market Outlook, By Tablets & Capsules (2024-2032) ($MN)
  • Table 10 Global Algae-Protein Food Market Outlook, By Beverages (2024-2032) ($MN)
  • Table 11 Global Algae-Protein Food Market Outlook, By Ready-To-Eat Snacks (2024-2032) ($MN)
  • Table 12 Global Algae-Protein Food Market Outlook, By Meat Analogues (2024-2032) ($MN)
  • Table 13 Global Algae-Protein Food Market Outlook, By Method (2024-2032) ($MN)
  • Table 14 Global Algae-Protein Food Market Outlook, By Spray Drying (2024-2032) ($MN)
  • Table 15 Global Algae-Protein Food Market Outlook, By Freeze Drying (2024-2032) ($MN)
  • Table 16 Global Algae-Protein Food Market Outlook, By Wet Extraction (2024-2032) ($MN)
  • Table 17 Global Algae-Protein Food Market Outlook, By Enzymatic Processing (2024-2032) ($MN)
  • Table 18 Global Algae-Protein Food Market Outlook, By Application (2024-2032) ($MN)
  • Table 19 Global Algae-Protein Food Market Outlook, By Functional Foods (2024-2032) ($MN)
  • Table 20 Global Algae-Protein Food Market Outlook, By Dietary Supplements (2024-2032) ($MN)
  • Table 21 Global Algae-Protein Food Market Outlook, By Sports Nutrition (2024-2032) ($MN)
  • Table 22 Global Algae-Protein Food Market Outlook, By Infant Nutrition (2024-2032) ($MN)
  • Table 23 Global Algae-Protein Food Market Outlook, By Animal Feed (2024-2032) ($MN)
  • Table 24 Global Algae-Protein Food Market Outlook, By End User (2024-2032) ($MN)
  • Table 25 Global Algae-Protein Food Market Outlook, By Food & Beverage (2024-2032) ($MN)
  • Table 26 Global Algae-Protein Food Market Outlook, By Nutraceuticals (2024-2032) ($MN)
  • Table 27 Global Algae-Protein Food Market Outlook, By Cosmetics & Personal Care (2024-2032) ($MN)

Note: Tables for North America, Europe, APAC, South America, and Middle East & Africa Regions are also represented in the same manner as above.