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Online Beauty And Personal Care Products Market: Global Industry Trends, Share, Size, Growth, Opportunity And Forecast 2021-2026

Published on: Aug 2021 | From USD $2299 | Published By: IMARCGROUP | Number Of Pages: 145

The global online beauty and personal care products market reached a value of US$ 44.5 Billion in 2020. Looking forward, IMARC Group expects the market to grow at a CAGR of 19.4% during 2021-2026. Beauty and personal care products assist in enhancing the physical appearance, maintaining health and hygiene, and boosting the overall self-esteem of individuals. Some of the commonly used beauty and personal care products are moisturizers, soaps, cleansers, toothpaste, hair dyes, perfumes, facial tissues, lipsticks and feminine hygiene products. At present, rapid urbanization and increasing internet penetration are boosting the sales of these products through online distribution channels, which offer a wide selection of brands, as well as quick and efficient shipping and return policies.

Hectic lifestyles of individuals are positively influencing the demand for a convenient and hassle-free shopping experience. This represents one of the significant factors driving online beauty and personal care products market growth. Furthermore, the growing trend of vertical markets, along with the inflating income levels and improving standards of living, are escalating the demand for premium product variants. Vertical markets generally offer exotic brands, signature collections and convenient cross-category shopping in established brands. Other than this, the rising influence of social media and the willingness of consumers to try out different brands is encouraging several players to engage in aggressive promotional campaigns. These players are also investing in product packaging and research and development (R&D) activities to introduce organic and chemical-free products. Besides this, they are focusing on the launch of products using ingredients that cater to the personal care needs of different customers based on their preferences and skin and hair type. In addition to this, several prominent e-retailers are offering additional benefits, such as same-day or one-day delivery services, better security features for online payments, and easy-to-navigate dashboard, to expand their existing consumer base.

Breakup by Product:

Personal Care Products
Hair Care Products
Skin Care Products
Bath and Shower Products
Oral Care Products
Men's Grooming Products
Deodorants and Antiperspirants
Others
Cosmetics/Makeup Products
Facial Cosmetics
Eye Cosmetics
Lip and Nail Makeup Products
Hair Styling and Coloring Products
Others

Breakup by Ingredient:

Natural
Organic
Others

Breakup by End-User:

Male
Female

Breakup by Pricing:

Mass Products
Premium Products

Breakup by Region:

North America
United States
Canada
Asia Pacific
China
Japan
India
South Korea
Australia
Indonesia
Others
Europe
Germany
France
United Kingdom
Italy
Spain
Russia
Others
Latin America
Brazil
Mexico
Others
Middle East and Africa


Competitive Landscape:

The competitive landscape of the industry has also been examined with some of the key player being Avon Products Inc., Beiersdorf, Kao Corporation, L’occitane International S.A., L'Oréal, Procter & Gamble, Shiseido Company Ltd., Unilever, Revlon Inc. (MacAndrews & Forbes Incorporated), Johnson & Johnson, Oriflame Cosmetics, Chanel (CHANEL International B.V.), The Estée Lauder Companies Inc., etc. Key Questions Answered in This Report:

How has the global online beauty and personal care products market performed so far and how will it perform in the coming years?
What are the key regional markets?
What has been the impact of COVID-19 on the global online beauty and personal care products market?
What is the breakup of the market based on the product?
What is the breakup of the market based on the ingredient?
What is the breakup of the market based on the end-user?
What is the breakup of the market based on the pricing?
What are the various stages in the value chain of the industry?
What are the key driving factors and challenges in the industry?
What is the structure of the global online beauty and personal care products market and who are the key players?
What is the degree of competition in the industry?

1 Preface
2 Scope and Methodology
2.1 Objectives of the Study
2.2 Stakeholders
2.3 Data Sources
2.3.1 Primary Sources
2.3.2 Secondary Sources
2.4 Market Estimation
2.4.1 Bottom-Up Approach
2.4.2 Top-Down Approach
2.5 Forecasting Methodology
3 Executive Summary
4 Introduction
4.1 Overview
4.2 Key Industry Trends
5 Global Online Beauty and Personal Care Products Market
5.1 Market Overview
5.2 Market Performance
5.3 Impact of COVID-19
5.4 Market Forecast
6 Market Breakup by Product
6.1 Personal Care Products
6.1.1 Market Trends
6.1.2 Market Breakup by Type
6.1.2.1 Hair Care Products
6.1.2.1.1 Market Trends
6.1.2.1.2 Market Forecast
6.1.2.2 Skin Care Products
6.1.2.2.1 Market Trends
6.1.2.2.2 Market Forecast
6.1.2.3 Bath and Shower Products
6.1.2.3.1 Market Trends
6.1.2.3.2 Market Forecast
6.1.2.4 Oral Care Products
6.1.2.4.1 Market Trends
6.1.2.4.2 Market Forecast
6.1.2.5 Men's Grooming Products
6.1.2.5.1 Market Trends
6.1.2.5.2 Market Forecast
6.1.2.6 Deodorants and Antiperspirants
6.1.2.6.1 Market Trends
6.1.2.6.2 Market Forecast
6.1.2.7 Others
6.1.2.7.1 Market Trends
6.1.2.7.2 Market Forecast
6.1.3 Market Forecast
6.2 Cosmetics/Makeup Products
6.2.1 Market Trends
6.2.2 Market Breakup by Type
6.2.2.1 Facial Cosmetics
6.2.2.1.1 Market Trends
6.2.2.1.2 Market Forecast
6.2.2.2 Eye Cosmetics
6.2.2.2.1 Market Trends
6.2.2.2.2 Market Forecast
6.2.2.3 Lip and Nail Makeup Products
6.2.2.3.1 Market Trends
6.2.2.3.2 Market Forecast
6.2.2.4 Hair Styling and Coloring Products
6.2.2.4.1 Market Trends
6.2.2.4.2 Market Forecast
6.2.2.5 Others
6.2.2.5.1 Market Trends
6.2.2.5.2 Market Forecast
6.2.3 Market Forecast
7 Market Breakup by Ingredient
7.1 Natural Products
7.1.1 Market Trends
7.1.2 Market Forecast
7.2 Organic Products
7.2.1 Market Trends
7.2.2 Market Forecast
7.3 Others
7.3.1 Market Trends
7.3.2 Market Forecast
8 Market Breakup by End-User
8.1 Male
8.1.1 Market Trends
8.1.2 Market Forecast
8.2 Female
8.2.1 Market Trends
8.2.2 Market Forecast
9 Market Breakup by Pricing
9.1 Mass Products
9.1.1 Market Trends
9.1.2 Market Forecast
9.2 Premium Products
9.2.1 Market Trends
9.2.2 Market Forecast
10 Market Breakup by Region
10.1 North America
10.1.1 United States
10.1.1.1 Market Trends
10.1.1.2 Market Forecast
10.1.2 Canada
10.1.2.1 Market Trends
10.1.2.2 Market Forecast
10.2 Asia Pacific
10.2.1 China
10.2.1.1 Market Trends
10.2.1.2 Market Forecast
10.2.2 Japan
10.2.2.1 Market Trends
10.2.2.2 Market Forecast
10.2.3 India
10.2.3.1 Market Trends
10.2.3.2 Market Forecast
10.2.4 South Korea
10.2.4.1 Market Trends
10.2.4.2 Market Forecast
10.2.5 Australia
10.2.5.1 Market Trends
10.2.5.2 Market Forecast
10.2.6 Indonesia
10.2.6.1 Market Trends
10.2.6.2 Market Forecast
10.2.7 Others
10.2.7.1 Market Trends
10.2.7.2 Market Forecast
10.3 Europe
10.3.1 Germany
10.3.1.1 Market Trends
10.3.1.2 Market Forecast
10.3.2 France
10.3.2.1 Market Trends
10.3.2.2 Market Forecast
10.3.3 United Kingdom
10.3.3.1 Market Trends
10.3.3.2 Market Forecast
10.3.4 Italy
10.3.4.1 Market Trends
10.3.4.2 Market Forecast
10.3.5 Spain
10.3.5.1 Market Trends
10.3.5.2 Market Forecast
10.3.6 Russia
10.3.6.1 Market Trends
10.3.6.2 Market Forecast
10.3.7 Others
10.3.7.1 Market Trends
10.3.7.2 Market Forecast
10.4 Latin America
10.4.1 Brazil
10.4.1.1 Market Trends
10.4.1.2 Market Forecast
10.4.2 Mexico
10.4.2.1 Market Trends
10.4.2.2 Market Forecast
10.4.3 Others
10.4.3.1 Market Trends
10.4.3.2 Market Forecast
10.5 Middle East and Africa
10.5.1 Market Trends
10.5.2 Market Breakup by Country
10.5.3 Market Forecast
11 SWOT Analysis
11.1 Overview
11.2 Strengths
11.3 Weaknesses
11.4 Opportunities
11.5 Threats
12 Value Chain Analysis
13 Porters Five Forces Analysis
13.1 Overview
13.2 Bargaining Power of Buyers
13.3 Bargaining Power of Suppliers
13.4 Degree of Competition
13.5 Threat of New Entrants
13.6 Threat of Substitutes
14 Price Indicators
15 Competitive Landscape
15.1 Market Structure
15.2 Key Players
15.3 Profiles of Key Players
15.3.1 Avon Products Inc.
15.3.1.1 Company Overview
15.3.1.2 Product Portfolio
15.3.2 Beiersdorf
15.3.2.1 Company Overview
15.3.2.2 Product Portfolio
15.3.2.3 Financials
15.3.2.4 SWOT Analysis
15.3.3 Kao Corporation
15.3.3.1 Company Overview
15.3.3.2 Product Portfolio
15.3.3.3 Financials
15.3.3.4 SWOT Analysis
15.3.4 LÂ’occitane International S.A.
15.3.4.1 Company Overview
15.3.4.2 Product Portfolio
15.3.4.3 Financials
15.3.5 L'Oréal
15.3.5.1 Company Overview
15.3.5.2 Product Portfolio
15.3.5.3 Financials
15.3.5.4 SWOT Analysis
15.3.6 Procter & Gamble
15.3.6.1 Company Overview
15.3.6.2 Product Portfolio
15.3.6.3 Financials
15.3.6.4 SWOT Analysis
15.3.7 Shiseido Company Limited
15.3.7.1 Company Overview
15.3.7.2 Product Portfolio
15.3.7.3 Financials
15.3.7.4 SWOT Analysis
15.3.8 Unilever
15.3.8.1 Company Overview
15.3.8.2 Product Portfolio
15.3.8.3 Financials
15.3.9 Revlon Inc. (MacAndrews & Forbes Incorporated)
15.3.9.1 Company Overview
15.3.9.2 Product Portfolio
15.3.9.3 Financials
15.3.9.4 SWOT Analysis
15.3.10 Johnson & Johnson
15.3.10.1 Company Overview
15.3.10.2 Product Portfolio
15.3.10.3 Financials
15.3.10.4 SWOT Analysis
15.3.11 Oriflame Cosmetics
15.3.11.1 Company Overview
15.3.11.2 Product Portfolio
15.3.12 Chanel (CHANEL International B.V.)
15.3.12.1 Company Overview
15.3.12.2 Product Portfolio
15.3.13 The Estée Lauder Companies Inc.
15.3.13.1 Company Overview
15.3.13.2 Product Portfolio
15.3.13.3 Financials
15.3.13.4 SWOT Analysis

Figure 1: Global: Online Beauty and Personal Care Products Market: Major Drivers and Challenges
Figure 2: Global: Online Beauty and Personal Care Products Market: Sales Value (in Billion US$), 2015-2020
Figure 3: Global: Online Beauty and Personal Care Products Market: Breakup by Product (in %), 2020
Figure 4: Global: Online Beauty and Personal Care Products Market: Breakup by Ingredient (in %), 2020
Figure 5: Global: Online Beauty and Personal Care Products Market: Breakup by End-User (in %), 2020
Figure 6: Global: Online Beauty and Personal Care Products Market: Breakup by Pricing (in %), 2020
Figure 7: Global: Online Beauty and Personal Care Products Market: Breakup by Region (in %), 2020
Figure 8: Global: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Billion US$), 2021-2026
Figure 9: Global: Online Beauty and Personal Care Products (Personal Care Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 10: Global: Online Beauty and Personal Care Products (Personal Care Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 11: Global: Online Personal Care Products (Hair Care Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 12: Global: Online Personal Care Products (Hair Care Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 13: Global: Online Personal Care Products (Skin Care Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 14: Global: Online Personal Care Products (Skin Care Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 15: Global: Online Personal Care Products (Bath and Shower Care Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 16: Global: Online Personal Care Products (Bath and Shower Care Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 17: Global: Online Personal Care Products (Oral Care Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 18: Global: Online Personal Care Products (Oral Care Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 19: Global: Online Personal Care Products (Men’s Grooming Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 20: Global: Online Personal Care Products (Men’s Grooming Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 21: Global: Online Personal Care Products (Deodorants and Antiperspirants) Market: Sales Value (in Million US$), 2015 & 2020
Figure 22: Global: Online Personal Care Products (Deodorants and Antiperspirants) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 23: Global: Online Personal Care Products (Others) Market: Sales Value (in Million US$), 2015 & 2020
Figure 24: Global: Online Personal Care Products (Others) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 25: Global: Online Beauty Products (Cosmetics/Makeup Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 26: Global: Online Beauty Products (Cosmetics/Makeup Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 27: Global: Online Beauty Products (Facial Cosmetics) Market: Sales Value (in Million US$), 2015 & 2020
Figure 28: Global: Online Beauty Products (Facial Cosmetics) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 29: Global: Online Beauty Products (Eye Cosmetics) Market: Sales Value (in Million US$), 2015 & 2020
Figure 30: Global: Online Beauty Products (Eye Cosmetics) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 31: Global: Online Beauty Products (Lip and Nail Makeup Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 32: Global: Online Beauty Products (Lip and Nail Makeup Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 33: Global: Online Beauty Products (Hair Styling and Coloring Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 34: Global: Online Beauty Products (Hair Styling and Coloring Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 35: Global: Online Beauty Products (Others) Market: Sales Value (in Million US$), 2015 & 2020
Figure 36: Global: Online Beauty Products (Others) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 37: Global: Online Beauty and Personal Care Products (Natural Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 38: Global: Online Beauty and Personal Care Products (Natural Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 39: Global: Online Beauty and Personal Care Products (Organic Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 40: Global: Online Beauty and Personal Care Products (Organic Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 41: Global: Online Beauty and Personal Care Products (Others) Market: Sales Value (in Million US$), 2015 & 2020
Figure 42: Global: Online Beauty and Personal Care Products (Others) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 43: Global: Online Beauty and Personal Care Products (Male) Market: Sales Value (in Million US$), 2015 & 2020
Figure 44: Global: Online Beauty and Personal Care Products (Male) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 45: Global: Online Beauty and Personal Care Products (Female) Market: Sales Value (in Million US$), 2015 & 2020
Figure 46: Global: Online Beauty and Personal Care Products (Female) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 47: Global: Online Beauty and Personal Care Products (Mass Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 48: Global: Online Beauty and Personal Care Products (Mass Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 49: Global: Online Beauty and Personal Care Products (Premium Products) Market: Sales Value (in Million US$), 2015 & 2020
Figure 50: Global: Online Beauty and Personal Care Products (Premium Products) Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 51: North America: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 52: North America: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 53: United States: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 54: United States: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 55: Canada: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 56: Canada: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 57: Asia Pacific: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 58: Asia Pacific: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 59: China: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 60: China: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 61: Japan: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 62: Japan: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 63: India: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 64: India: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 65: South Korea: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 66: South Korea: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 67: Australia: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 68: Australia: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 69: Indonesia: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 70: Indonesia: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 71: Others: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 72: Others: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 73: Europe: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 74: Europe: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 75: Germany: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 76: Germany: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 77: France: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 78: France: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 79: United Kingdom: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 80: United Kingdom: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 81: Italy: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 82: Italy: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 83: Spain: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 84: Spain: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 85: Russia: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 86: Russia: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 87: Others: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 88: Others: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 89: Latin America: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 90: Latin America: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 91: Brazil: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 92: Brazil: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 93: Mexico: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 94: Mexico: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 95: Others: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 96: Others: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 97: Middle East and Africa: Online Beauty and Personal Care Products Market: Sales Value (in Million US$), 2015 & 2020
Figure 98: Middle East and Africa: Online Beauty and Personal Care Products Market Forecast: Sales Value (in Million US$), 2021-2026
Figure 99: Global: Online Beauty and Personal Care Products Industry: SWOT Analysis
Figure 100: Global: Online Beauty and Personal Care Products Industry: Value Chain Analysis
Figure 101: Global: Online Beauty and Personal Care Products Industry: Porter’s Five Forces Analysis

Table 1: Global: Online Beauty and Personal Care Products Market: Key Industry Highlights, 2020 and 2026
Table 2: Global: Online Beauty and Personal Care Products Market Forecast: Breakup by Product (in Million US$), 2021-2026
Table 3: Global: Online Beauty and Personal Care Products Market Forecast: Breakup by Ingredient (in Million US$), 2021-2026
Table 4: Global: Online Beauty and Personal Care Products Market Forecast: Breakup by End-User (in Million US$), 2021-2026
Table 5: Global: Online Beauty and Personal Care Products Market Forecast: Breakup by Pricing (in Million US$), 2021-2026
Table 6: Global: Online Beauty and Personal Care Products Market Forecast: Breakup by Region (in Million US$), 2021-2026
Table 7: Global: Online Beauty and Personal Care Products Market: Competitive Structure
Table 8: Global: Online Beauty and Personal Care Products Market: Key Players

SECONDARY RESEARCH
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PRIMARY RESEARCH
Once data collection is done through secondary research, primary interviews are conducted with different stakeholders across the value chain like manufacturers, distributors, ingredient/input suppliers, end customers and other key opinion leaders of the industry. Primary research is used both to validate the data points obtained from secondary research and to fill in the data gaps after secondary research.

MARKET ENGINEERING
The market engineering phase involves analyzing the data collected, market breakdown and forecasting. Macroeconomic indicators and bottom-up and top-down approaches are used to arrive at a complete set of data points that give way to valuable qualitative and quantitative insights. Each data point is verified by the process of data triangulation to validate the numbers and arrive at close estimates.

EXPERT VALIDATION
The market engineered data is verified and validated by a number of experts, both in-house and external.

REPORT WRITING/ PRESENTATION
After the data is curated by the mentioned highly sophisticated process, the analysts begin to write the report. Garnering insights from data and forecasts, insights are drawn to visualize the entire ecosystem in a single report.

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