Artificial Intelligence (AI) In Cosmetics Formulation Market Report 2026
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Published : February 2026

Pages : 250

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Artificial Intelligence (AI) In Cosmetics Formulation Market Report 2026

Global Outlook – By Component (Software, Services), By Deployment Mode (Cloud, On-Premises), By Technology (Machine Learning And Deep Learning, Computer Vision, Natural Language Processing, Predictive Analytics, Generative Artificial Intelligence, Cloud-Based Artificial Intelligence), By Application (Product Development, Ingredient Analysis, Personalized Formulation, Quality Control, Other applications), By End-User (Cosmetic Manufacturers, Contract Manufacturers, Research Institutes, Other End-Users) – Market Size, Trends, Strategies, and Forecast to 2035

Note that the outlook for this market is being affected by rapid changes in trade relations and tariffs globally. The report will be updated prior to delivery to reflect the latest status, including revised forecasts and quantified impact analysis. The report’s Recommendations and Conclusions sections will be updated to give strategies for entities dealing with the fast-moving international environment.
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Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

• Artificial Intelligence (AI) In Cosmetics Formulation market size has reached to $0.58 billion in 2025

• Expected to grow to $1.60 billion in 2030 at a compound annual growth rate (CAGR) of 22.3%

• Growth Driver: Rising Demand For Personalized Skincare Driving The AI In Cosmetics Formulation Market Due To Consumer Preference For Custom Products

• Market Trend: AI-Driven Ingredient Optimization Accelerates Personalized Cosmetics Formulation

• North America was the largest region in 2025 and Asia-Pacific is the fastest growing region.

What Is Covered Under Artificial Intelligence (AI) In Cosmetics Formulation Market?

Artificial intelligence (AI) in Cosmetics Formulation refers to the use of artificial intelligence to design, test, and optimize cosmetic products with greater speed and precision. It analyzes large datasets on ingredients, skin types, and performance outcomes to create safer and more effective formulations. This approach helps cosmetic brands reduce development time, minimize trial-and-error, and bring innovative products to market faster.

The main components of artificial intelligence (AI) in cosmetics formulation are software and services. AI-driven software in cosmetics formulation consists of digital tools and platforms that enable brands to design, test, and optimize products more efficiently using intelligent algorithms. These systems evaluate ingredient interactions, predict product stability, and recommend optimal formulations. They can be deployed through cloud-based or on-premises models and utilize advanced technologies such as machine learning and deep learning, computer vision, natural language processing, predictive analytics, generative AI, and cloud-based AI. Key applications include product development, ingredient analysis, personalized formulations, quality control, and other related uses, serving end users such as cosmetic manufacturers, contract manufacturers, research institutes, and other industry participants.

Artificial Intelligence (AI) In Cosmetics Formulation market report bar graph

What Is The Artificial Intelligence (AI) In Cosmetics Formulation Market Size and Share 2026?

The artificial intelligence (AI) in cosmetics formulation market size has grown exponentially in recent years. It will grow from $0.58 billion in 2025 to $0.71 billion in 2026 at a compound annual growth rate (CAGR) of 22.5%. The growth in the historic period can be attributed to increasing demand for personalized beauty products, growing use of data-driven formulation methods, rising adoption of artificial intelligence (AI)-based ingredient analysis, expanding focus on clean and safe formulations, and growing need for faster product development cycles.

What Is The Artificial Intelligence (AI) In Cosmetics Formulation Market Growth Forecast?

The artificial intelligence (AI) in cosmetics formulation market size is expected to see exponential growth in the next few years. It will grow to $1.60 billion in 2030 at a compound annual growth rate (CAGR) of 22.3%. The growth in the forecast period can be attributed to increasing integration of artificial intelligence (AI) in research and development (R&D) workflows, growing demand for hyper-personalized cosmetic solutions, rising adoption of predictive formulation tools, expansion of digital twins in formulation design, and growing investment in artificial intelligence (AI)-enabled ingredient optimization. Major trends in the forecast period include technology advancements in artificial intelligence (AI)-powered formulation engines, continuous innovations in ingredient prediction models, developments in virtual testing and simulation tools, rising research and developments in smart cosmetic materials, and advancements in automated formulation platforms.

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Global Artificial Intelligence (AI) In Cosmetics Formulation Market Segmentation

1) By Component: Software, Services

2) By Deployment Mode: Cloud, On-Premises

3) By Technology: Machine Learning And Deep Learning, Computer Vision, Natural Language Processing, Predictive Analytics, Generative Artificial Intelligence, Cloud-Based Artificial Intelligence

4) By Application: Product Development, Ingredient Analysis, Personalized Formulation, Quality Control, Other applications

5) By End-User: Cosmetic Manufacturers, Contract Manufacturers, Research Institutes, Other End-Users

Subsegments:

1) By Software: Formulation Optimization Software, Ingredient Analysis Software, Product Simulation Software, Quality Assessment Software, Regulatory Compliance Software, Research and Development Software

2) By Service: Consulting Services, Implementation Services, Customization Services, Support and Maintenance Services, Training Services, Data Management Services

What Is The Driver Of The Artificial Intelligence (AI) In Cosmetics Formulation Market?

The rising demand for personalized skincare is expected to propel the growth of artificial intelligence (AI) in cosmetics formulation market going forward. Personalized skincare refers to customized skincare solutions that are tailored to an individual’s unique skin type, concerns, genetics, lifestyle, and environmental factors. Demand for personalized skincare is rising as advanced skin analysis technologies, such as AI-based diagnostics, allow consumers to receive products specifically tailored to their individual skin concerns. AI-powered cosmetics formulation enhances personalized skincare by using detailed skin and lifestyle data to develop or suggest custom products that more accurately meet an individual’s specific needs and improve skincare outcomes. For instance, in September 2024, according to the report published by Harris Williams, a US-based investment bank company, more than 89% of consumers surveyed are maintaining or increasing their spending compared to 2023, a slight rise from roughly 86% from the previous year. Therefore, rising demand for personalized skincare is driving growth of the AI in cosmetics formulation market.

Key Players In The Global Artificial Intelligence (AI) In Cosmetics Formulation Market

Major companies operating in the artificial intelligence (AI) in cosmetics formulation market are BASF SE, Unilever PLC, Perfect Corp., L’Oréal S.A., Evonik Industries AG, Beiersdorf AG, Givaudan SA, Shiseido Company Limited, Nouryon Chemicals Holding B.V., Symrise AG, Amorepacific Corporation, Ashland Global Holdings Inc., Avon Products Inc., The Estée Lauder Companies Inc., TECHNIA AB, PROVEN Skincare, Revieve Inc., LipoTrue S.L., Dermala Inc., Haut.AI

Global Artificial Intelligence (AI) In Cosmetics Formulation Market Trends and Insights

Major companies operating in the artificial intelligence (AI) in cosmetics formulation market are focusing on using AI-driven ingredient optimization systems, such as AI-powered personal care formulation discovery tools, to streamline product development, enhance ingredient performance, and deliver highly personalized skincare solutions more efficiently. AI-powered personal care formulation discovery tools refer to intelligent platforms that use artificial intelligence to design or suggest optimal cosmetic formulations based on detailed ingredient and skin analysis. For instance, in April 2025, Nouryon, a Netherlands-based specialty chemicals company, launched BeautyCreations, an AI-driven digital portal designed for personal care formulators to accelerate product development, at in-cosmetics Global in Amsterdam. Powered by AI from Albert Invent and trained specifically on personal care chemistry, the tool enables users to input natural language queries describing formulation needs or desired product claims, rapidly retrieving relevant hair and skin care recipes from Nouryon's extensive database while ensuring intellectual property compliance. Formulators can use these vetted starting formulations to innovate faster, simplifying access to Nouryon's ingredient expertise and positioning the company as a leader in AI-enhanced R&D collaboration within the cosmetics industry.

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What Are Latest Mergers And Acquisitions In The Artificial Intelligence (AI) In Cosmetics Formulation Market?

In June 2024, The Estée Lauder Companies Inc., a US-based cosmetics company, acquired DECIEM Beauty Group Inc. for an undisclosed amount. with this acquisition The Estée Lauder Companies Inc. aims to enhance its skincare portfolio and reach younger consumers through the acquisition of DECIEM, leveraging its innovative approach for global growth. DECIEM Beauty Group Inc., a US-based beauty company, utilizes artificial intelligence (AI) to enhance its operations, including aspects of product development, personalization, and customer experience.

Regional Insights

North America was the largest region in the artificial intelligence (AI) in cosmetics formulation market in 2025. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in this market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

The countries covered in this market report are Australia, Brazil, China, France, Germany, India, Indonesia, Japan, Taiwan, Russia, South Korea, UK, USA, Canada, Italy, Spain.

What Defines the Artificial Intelligence (AI) In Cosmetics Formulation Market?

The artificial intelligence (AI) in cosmetics formulation market consists of revenues earned by entities by providing services such as quality assurance, regulatory support, integration services, and maintenance services. The market value includes the value of related goods sold by the service provider or included within the service offering. The artificial intelligence (AI) in cosmetics formulation market includes sales of automated ingredient dispensers, formulation analytics hardware, and smart lab equipment. Values in this market are ‘factory gate’ values, that is, the value of goods sold by the manufacturers or creators of the goods, whether to other entities (including downstream manufacturers, wholesalers, distributors, and retailers) or directly to end customers. The value of goods in this market includes related services sold by the creators of the goods.

How is Market Value Defined and Measured?

The market value is defined as the revenues that enterprises gain from the sale of goods and/or services within the specified market and geography through sales, grants, or donations in terms of the currency (in USD unless otherwise specified).

The revenues for a specified geography are consumption values that are revenues generated by organizations in the specified geography within the market, irrespective of where they are produced. It does not include revenues from resales along the supply chain, either further along the supply chain or as part of other products.

What Key Data and Analysis Are Included in the Artificial Intelligence (AI) In Cosmetics Formulation Market Report 2026?

The artificial intelligence (ai) in cosmetics formulation market research report is one of a series of new reports from The Business Research Company that provides market statistics, including industry global market size, regional shares, competitors with the market share, detailed market segments, market trends and opportunities, and any further data you may need to thrive in the artificial intelligence (ai) in cosmetics formulation industry. The market research report delivers a complete perspective of everything you need, with an in-depth analysis of the current and future state of the industry.

Author : Abhilash Pyata

Artificial Intelligence (AI) In Cosmetics Formulation Market Report Forecast Analysis

Report AttributeDetails
Market Size Value In 2026 $0.71 billion
Revenue Forecast In 2035 $1.60 billion
Growth Rate CAGR of 22.5% from 2026 to 2035
Base Year For Estimation 2025
Actual Estimates/Historical Data 2020-2025
Forecast Period 2026 - 2030 - 2035
Market Representation Revenue in USD Billion and CAGR from 2026 to 2035
Segments Covered Component, Deployment Mode, Technology, Application, End-User
Regional Scope Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa
Country Scope The countries covered in the report are Australia, Brazil, China, France, Germany, India, ...
Key Companies Profiled BASF SE, Unilever PLC, Perfect Corp., L’Oréal S.A., Evonik Industries AG, Beiersdorf AG, Givaudan SA, Shiseido Company Limited, Nouryon Chemicals Holding B.V., Symrise AG, Amorepacific Corporation, Ashland Global Holdings Inc., Avon Products Inc., The Estée Lauder Companies Inc., TECHNIA AB, PROVEN Skincare, Revieve Inc., LipoTrue S.L., Dermala Inc., Haut.AI
Customization Scope Request for Customization
Pricing And Purchase Options Explore Purchase Options
Market Size Value In 2026 $0.71 billion
Revenue Forecast In 2035 $1.60 billion
Growth Rate CAGR of 22.5% from 2026 to 2035
Base Year For Estimation 2025
Actual Estimates/Historical Data 2020-2025
Forecast Period 2026 - 2030 - 2035
Market Representation Revenue in USD Billion and CAGR from 2026 to 2035
Segments Covered Component, Deployment Mode, Technology, Application, End-User
Regional Scope Asia-Pacific, Western Europe, Eastern Europe, North America, South America, Middle East, Africa
Country Scope The countries covered in the report are Australia, Brazil, China, France, Germany, India, ...
Key Companies Profiled BASF SE, Unilever PLC, Perfect Corp., L’Oréal S.A., Evonik Industries AG, Beiersdorf AG, Givaudan SA, Shiseido Company Limited, Nouryon Chemicals Holding B.V., Symrise AG, Amorepacific Corporation, Ashland Global Holdings Inc., Avon Products Inc., The Estée Lauder Companies Inc., TECHNIA AB, PROVEN Skincare, Revieve Inc., LipoTrue S.L., Dermala Inc., Haut.AI
Customization ScopeRequest for Customization
Pricing And Purchase OptionsExplore Purchase Options

Table Of Contents

1. Executive Summary

1.1. Key Market Insights (2020-2035)

1.2. Visual Dashboard: Market Size, Growth Rate, Hotspots

1.3. Major Factors Driving the Market

1.4. Top Three Trends Shaping the Market

2. Artificial Intelligence (AI) In Cosmetics Formulation Market Characteristics

2.1. Market Definition & Scope

2.2. Market Segmentations

2.3. Overview of Key Products and Services

2.4. Global Artificial Intelligence (AI) In Cosmetics Formulation Market Attractiveness Scoring And Analysis

2.4.1. Overview of Market Attractiveness Framework

2.4.2. Quantitative Scoring Methodology

2.4.3. Factor-Wise Evaluation

Growth Potential Analysis, Competitive Dynamics Assessment, Strategic Fit Assessment And Risk Profile Evaluation

2.4.4. Market Attractiveness Scoring and Interpretation

2.4.5. Strategic Implications and Recommendations

3. Artificial Intelligence (AI) In Cosmetics Formulation Market Supply Chain Analysis

3.1. Overview of the Supply Chain and Ecosystem

3.2. List Of Key Raw Materials, Resources & Suppliers

3.3. List Of Major Distributors and Channel Partners

3.4. List Of Major End Users

4. Global Artificial Intelligence (AI) In Cosmetics Formulation Market Trends And Strategies

4.1. Key Technologies & Future Trends

4.1.1 Artificial Intelligence & Autonomous Intelligence

4.1.2 Digitalization, Cloud, Big Data & Cybersecurity

4.1.3 Industry 4.0 & Intelligent Manufacturing

4.1.4 Biotechnology, Genomics & Precision Medicine

4.1.5 Sustainability, Climate Tech & Circular Economy

4.2. Major Trends

4.2.1 Acceleration Of Data-Driven Cosmetic Product Development

4.2.2 Increasing Adoption Of Virtual Formulation And Simulation Tools

4.2.3 Growing Focus On Ingredient Safety And Regulatory Validation

4.2.4 Rise In Personalized And Skin-Type-Specific Cosmetic Formulations

4.2.5 Integration Of Smart Lab Equipment In Formulation Workflows

5. Artificial Intelligence (AI) In Cosmetics Formulation Market Analysis Of End Use Industries

5.1 Cosmetic Manufacturers

5.2 Contract Manufacturers

5.3 Research Institutes

5.4 Personal Care Brands

5.5 Other End-Users

6. Artificial Intelligence (AI) In Cosmetics Formulation Market - Macro Economic Scenario Including The Impact Of Interest Rates, Inflation, Geopolitics, Trade Wars and Tariffs, Supply Chain Impact from Tariff War & Trade Protectionism, And Covid And Recovery On The Market

7. Global Artificial Intelligence (AI) In Cosmetics Formulation Strategic Analysis Framework, Current Market Size, Market Comparisons And Growth Rate Analysis

7.1. Global Artificial Intelligence (AI) In Cosmetics Formulation PESTEL Analysis (Political, Social, Technological, Environmental and Legal Factors, Drivers and Restraints)

7.2. Global Artificial Intelligence (AI) In Cosmetics Formulation Market Size, Comparisons And Growth Rate Analysis

7.3. Global Artificial Intelligence (AI) In Cosmetics Formulation Historic Market Size and Growth, 2020 - 2025, Value ($ Billion)

7.4. Global Artificial Intelligence (AI) In Cosmetics Formulation Forecast Market Size and Growth, 2025 - 2030, 2035F, Value ($ Billion)

8. Global Artificial Intelligence (AI) In Cosmetics Formulation Total Addressable Market (TAM) Analysis for the Market

8.1. Definition and Scope of Total Addressable Market (TAM)

8.2. Methodology and Assumptions

8.3. Global Total Addressable Market (TAM) Estimation

8.4. TAM vs. Current Market Size Analysis

8.5. Strategic Insights and Growth Opportunities from TAM Analysis

9. Artificial Intelligence (AI) In Cosmetics Formulation Market Segmentation

9.1. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Software, Services

9.2. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Cloud, On-Premises

9.3. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Machine Learning And Deep Learning, Computer Vision, Natural Language Processing, Predictive Analytics, Generative Artificial Intelligence, Cloud-Based Artificial Intelligence

9.4. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Product Development, Ingredient Analysis, Personalized Formulation, Quality Control, Other applications

9.5. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By End-User, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Cosmetic Manufacturers, Contract Manufacturers, Research Institutes, Other End-Users

9.6. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Formulation Optimization Software, Ingredient Analysis Software, Product Simulation Software, Quality Assessment Software, Regulatory Compliance Software, Research and Development Software

9.7. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Sub-Segmentation Of Service, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

Consulting Services, Implementation Services, Customization Services, Support and Maintenance Services, Training Services, Data Management Services

10. Artificial Intelligence (AI) In Cosmetics Formulation Market Regional And Country Analysis

10.1. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Split By Region, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

10.2. Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Split By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

11. Asia-Pacific Artificial Intelligence (AI) In Cosmetics Formulation Market

11.1. Asia-Pacific Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

11.2. Asia-Pacific Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

12. China Artificial Intelligence (AI) In Cosmetics Formulation Market

12.1. China Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

12.2. China Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

13. India Artificial Intelligence (AI) In Cosmetics Formulation Market

13.1. India Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

14. Japan Artificial Intelligence (AI) In Cosmetics Formulation Market

14.1. Japan Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

14.2. Japan Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

15. Australia Artificial Intelligence (AI) In Cosmetics Formulation Market

15.1. Australia Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

16. Indonesia Artificial Intelligence (AI) In Cosmetics Formulation Market

16.1. Indonesia Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

17. South Korea Artificial Intelligence (AI) In Cosmetics Formulation Market

17.1. South Korea Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

17.2. South Korea Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

18. Taiwan Artificial Intelligence (AI) In Cosmetics Formulation Market

18.1. Taiwan Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

18.2. Taiwan Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

19. South East Asia Artificial Intelligence (AI) In Cosmetics Formulation Market

19.1. South East Asia Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

19.2. South East Asia Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

20. Western Europe Artificial Intelligence (AI) In Cosmetics Formulation Market

20.1. Western Europe Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

20.2. Western Europe Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

21. UK Artificial Intelligence (AI) In Cosmetics Formulation Market

21.1. UK Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

22. Germany Artificial Intelligence (AI) In Cosmetics Formulation Market

22.1. Germany Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

23. France Artificial Intelligence (AI) In Cosmetics Formulation Market

23.1. France Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

24. Italy Artificial Intelligence (AI) In Cosmetics Formulation Market

24.1. Italy Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

25. Spain Artificial Intelligence (AI) In Cosmetics Formulation Market

25.1. Spain Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

26. Eastern Europe Artificial Intelligence (AI) In Cosmetics Formulation Market

26.1. Eastern Europe Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

26.2. Eastern Europe Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

27. Russia Artificial Intelligence (AI) In Cosmetics Formulation Market

27.1. Russia Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

28. North America Artificial Intelligence (AI) In Cosmetics Formulation Market

28.1. North America Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

28.2. North America Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

29. USA Artificial Intelligence (AI) In Cosmetics Formulation Market

29.1. USA Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

29.2. USA Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

30. Canada Artificial Intelligence (AI) In Cosmetics Formulation Market

30.1. Canada Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Country Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

30.2. Canada Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

31. South America Artificial Intelligence (AI) In Cosmetics Formulation Market

31.1. South America Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

31.2. South America Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

32. Brazil Artificial Intelligence (AI) In Cosmetics Formulation Market

32.1. Brazil Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

33. Middle East Artificial Intelligence (AI) In Cosmetics Formulation Market

33.1. Middle East Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

33.2. Middle East Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

34. Africa Artificial Intelligence (AI) In Cosmetics Formulation Market

34.1. Africa Artificial Intelligence (AI) In Cosmetics Formulation Market Overview

Region Information, Market Information, Background Information, Government Initiatives, Regulations, Regulatory Bodies, Major Associations, Taxes Levied, Corporate Tax Structure, Investments, Major Companies

34.2. Africa Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Segmentation By Deployment Mode, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion

35. Artificial Intelligence (AI) In Cosmetics Formulation Market Regulatory and Investment Landscape

36. Artificial Intelligence (AI) In Cosmetics Formulation Market Competitive Landscape And Company Profiles

36.1. Artificial Intelligence (AI) In Cosmetics Formulation Market Competitive Landscape And Market Share 2024

36.1.1. Top 10 Companies (Ranked by revenue/share)

36.2. Artificial Intelligence (AI) In Cosmetics Formulation Market - Company Scoring Matrix

36.2.1. Market Revenues

36.2.2. Product Innovation Score

36.2.3. Brand Recognition

36.3. Artificial Intelligence (AI) In Cosmetics Formulation Market Company Profiles

36.3.1. BASF SE Overview, Products and Services, Strategy and Financial Analysis

36.3.2. Unilever PLC Overview, Products and Services, Strategy and Financial Analysis

36.3.3. Perfect Corp. Overview, Products and Services, Strategy and Financial Analysis

36.3.4. L’Oréal S.A. Overview, Products and Services, Strategy and Financial Analysis

36.3.5. Evonik Industries AG Overview, Products and Services, Strategy and Financial Analysis

37. Artificial Intelligence (AI) In Cosmetics Formulation Market Other Major And Innovative Companies

Beiersdorf AG, Givaudan SA, Shiseido Company Limited, Nouryon Chemicals Holding B.V., Symrise AG, Amorepacific Corporation, Ashland Global Holdings Inc., Avon Products Inc., The Estée Lauder Companies Inc., TECHNIA AB, PROVEN Skincare, Revieve Inc., LipoTrue S.L., Dermala Inc., Haut.AI

38. Global Artificial Intelligence (AI) In Cosmetics Formulation Market Competitive Benchmarking And Dashboard

39. Key Mergers And Acquisitions In The Artificial Intelligence (AI) In Cosmetics Formulation Market

40. Artificial Intelligence (AI) In Cosmetics Formulation Market High Potential Countries, Segments and Strategies

40.1 Artificial Intelligence (AI) In Cosmetics Formulation Market In 2030 - Countries Offering Most New Opportunities

40.2 Artificial Intelligence (AI) In Cosmetics Formulation Market In 2030 - Segments Offering Most New Opportunities

40.3 Artificial Intelligence (AI) In Cosmetics Formulation Market In 2030 - Growth Strategies

40.3.1 Market Trend Based Strategies

40.3.2 Competitor Strategies

41. Appendix

41.1. Abbreviations

41.2. Currencies

41.3. Historic And Forecast Inflation Rates

41.4. Research Inquiries

41.5. The Business Research Company

41.6. Copyright And Disclaimer

List Of Tables

    Table 1: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Overview Of Key Products - Product Examples
  • Table 2: Global Artificial Intelligence (AI) In Cosmetics Formulation Market Attractiveness, Factor-Wise Evaluation
  • Table 3: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Supply Chain Analysis
  • Table 4: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Raw Material Providers
  • Table 5: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Resource Providers
  • Table 6: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Manufacturers (Suppliers)
  • Table 7: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Distributors And Channel Partners
  • Table 8: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Key Technologies & Future Trends
  • Table 9: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Trends
  • Table 10: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major End Users
  • Table 11: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, PESTEL (Political, Economic, Social, Technology, Environmental and Legal) Analysis
  • Table 12: Global Artificial Intelligence (AI) In Cosmetics Formulation Historic Market Growth, 2020-2025, $ Billion
  • Table 13: Global Artificial Intelligence (AI) In Cosmetics Formulation Forecast Market Growth, 2025-2030F, 2035F, $ Billion
  • Table 14: Global Artificial Intelligence (AI) In Cosmetics Formulation Market - TAM, US$ Billion, 2025
  • Table 15: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 16: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 17: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 18: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 19: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By End-User, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 20: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 21: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Sub-Segmentation Of Service, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 22: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Split By Region, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 23: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Split By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 24: Asia-Pacific, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 25: Asia-Pacific, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 26: Asia-Pacific, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 27: China, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 28: China, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 29: China, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 30: India, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 31: India, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 32: India, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 33: Japan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 34: Japan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 35: Japan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 36: Australia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 37: Australia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 38: Australia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 39: Indonesia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 40: Indonesia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 41: Indonesia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 42: South Korea, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 43: South Korea, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 44: South Korea, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 45: Taiwan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 46: Taiwan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 47: Taiwan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 48: South East Asia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 49: South East Asia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 50: South East Asia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 51: Western Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 52: Western Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 53: Western Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 54: UK, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 55: UK, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 56: UK, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 57: Germany, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 58: Germany, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 59: Germany, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 60: France, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 61: France, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 62: France, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 63: Italy, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 64: Italy, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 65: Italy, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 66: Spain, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 67: Spain, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 68: Spain, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 69: Eastern Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 70: Eastern Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 71: Eastern Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 72: Russia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 73: Russia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 74: Russia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 75: North America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 76: North America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 77: North America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 78: USA, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 79: USA, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 80: USA, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 81: Canada, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 82: Canada, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 83: Canada, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 84: South America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 85: South America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 86: South America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 87: Brazil, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 88: Brazil, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 89: Brazil, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 90: Middle East, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 91: Middle East, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 92: Middle East, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 93: Africa, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 94: Africa, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 95: Africa, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Table 96: Global Artificial Intelligence (AI) In Cosmetics Formulation Key Competitor Estimated Market Shares, 2024, Percentage (%)
  • Table 97: Global Artificial Intelligence (AI) In Cosmetics Formulation Market - Company Scoring Matrix
  • Table 98: BASF SE Financial Performance
  • Table 99: Unilever PLC Financial Performance
  • Table 100: Perfect Corp. Financial Performance
  • Table 101: L’Oréal S.A. Financial Performance
  • Table 102: Evonik Industries AG Financial Performance
  • Table 103: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Competitive Benchmarking (In USD Billions)
  • Table 104: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Competitive Dashboard
  • Table 105: Global Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), 2025 – 2030 By Country
  • Table 106: Global, Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), Segmentation By Component, 2025 – 2030
  • Table 107: Global, Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), Segmentation By Deployment Mode, 2025 – 2030
  • Table 108: Global, Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), Segmentation By Technology, 2025 – 2030

List Of Figures

    Figure 1: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Overview Of Key Products - Product Examples
  • Figure 2: Global Artificial Intelligence (AI) In Cosmetics Formulation Market Attractiveness, Factor-Wise Evaluation
  • Figure 3: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Supply Chain Analysis
  • Figure 4: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Raw Material Providers
  • Figure 5: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Resource Providers
  • Figure 6: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Manufacturers (Suppliers)
  • Figure 7: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Distributors And Channel Partners
  • Figure 8: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Key Technologies & Future Trends
  • Figure 9: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major Trends
  • Figure 10: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Major End Users
  • Figure 11: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, PESTEL (Political, Economic, Social, Technology, Environmental and Legal) Analysis
  • Figure 12: Global Artificial Intelligence (AI) In Cosmetics Formulation Historic Market Growth, 2020-2025, $ Billion
  • Figure 13: Global Artificial Intelligence (AI) In Cosmetics Formulation Forecast Market Growth, 2025-2030F, 2035F, $ Billion
  • Figure 14: Global Artificial Intelligence (AI) In Cosmetics Formulation Market - TAM, US$ Billion, 2025
  • Figure 15: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 16: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 17: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 18: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Application, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 19: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By End-User, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 20: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Sub-Segmentation Of Software, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 21: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Sub-Segmentation Of Service, By Type, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 22: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Split By Region, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 23: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Split By Country, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 24: Asia-Pacific, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 25: Asia-Pacific, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 26: Asia-Pacific, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 27: China, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 28: China, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 29: China, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 30: India, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 31: India, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 32: India, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 33: Japan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 34: Japan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 35: Japan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 36: Australia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 37: Australia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 38: Australia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 39: Indonesia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 40: Indonesia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 41: Indonesia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 42: South Korea, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 43: South Korea, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 44: South Korea, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 45: Taiwan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 46: Taiwan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 47: Taiwan, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 48: South East Asia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 49: South East Asia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 50: South East Asia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 51: Western Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 52: Western Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 53: Western Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 54: UK, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 55: UK, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 56: UK, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 57: Germany, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 58: Germany, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 59: Germany, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 60: France, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 61: France, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 62: France, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 63: Italy, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 64: Italy, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 65: Italy, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 66: Spain, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 67: Spain, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 68: Spain, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 69: Eastern Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 70: Eastern Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 71: Eastern Europe, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 72: Russia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 73: Russia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 74: Russia, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 75: North America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 76: North America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 77: North America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 78: USA, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 79: USA, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 80: USA, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 81: Canada, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 82: Canada, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 83: Canada, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 84: South America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 85: South America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 86: South America, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 87: Brazil, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 88: Brazil, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 89: Brazil, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 90: Middle East, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 91: Middle East, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 92: Middle East, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 93: Africa, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Component, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 94: Africa, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Deployment Mode, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 95: Africa, Artificial Intelligence (AI) In Cosmetics Formulation Market, Segmentation By Technology, Historic and Forecast, 2020-2025, 2025-2030F, 2035F, $ Billion
  • Figure 96: Global Artificial Intelligence (AI) In Cosmetics Formulation Key Competitor Estimated Market Shares, 2024, Percentage (%)
  • Figure 97: Global Artificial Intelligence (AI) In Cosmetics Formulation Market - Company Scoring Matrix
  • Figure 98: BASF SE Financial Performance
  • Figure 99: Unilever PLC Financial Performance
  • Figure 100: Perfect Corp. Financial Performance
  • Figure 101: L’Oréal S.A. Financial Performance
  • Figure 102: Evonik Industries AG Financial Performance
  • Figure 103: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Competitive Benchmarking (In USD Billions)
  • Figure 104: Global Artificial Intelligence (AI) In Cosmetics Formulation Market, Competitive Dashboard
  • Figure 105: Global Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), 2025 – 2030 By Country
  • Figure 106: Global, Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), Segmentation By Component, 2025 – 2030
  • Figure 107: Global, Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), Segmentation By Deployment Mode, 2025 – 2030
  • Figure 108: Global, Artificial Intelligence (AI) In Cosmetics Formulation Market Size Gain ($ Billion), Segmentation By Technology, 2025 – 2030

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Frequently Asked Questions

The Artificial Intelligence (AI) In Cosmetics Formulation market was valued at $0.58 billion in 2025, increased to $0.71 billion in 2026, and is projected to reach $1.60 billion by 2030.

The global Artificial Intelligence (AI) In Cosmetics Formulation market is expected to grow at a CAGR of 22.3% from 2026 to 2035 to reach $1.60 billion by 2035.

Some Key Players in the Artificial Intelligence (AI) In Cosmetics Formulation market Include, BASF SE, Unilever PLC, Perfect Corp., L’Oréal S.A., Evonik Industries AG, Beiersdorf AG, Givaudan SA, Shiseido Company Limited, Nouryon Chemicals Holding B.V., Symrise AG, Amorepacific Corporation, Ashland Global Holdings Inc., Avon Products Inc., The Estée Lauder Companies Inc., TECHNIA AB, PROVEN Skincare, Revieve Inc., LipoTrue S.L., Dermala Inc., Haut.AI .

Major trend in this market includes: AI-Driven Ingredient Optimization Accelerates Personalized Cosmetics Formulation. For further insights on this market. request a sample here

North America was the largest region in the artificial intelligence (AI) in cosmetics formulation market in 2025. Asia-Pacific is expected to be the fastest-growing region in the forecast period. The regions covered in the artificial intelligence (AI) in cosmetics formulation market report are Asia-Pacific, South East Asia, Western Europe, Eastern Europe, North America, South America, Middle East, Africa.

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