North America Seafood Market Size and Share

North America Seafood Market (2026 - 2031)
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North America Seafood Market Analysis by Mordor Intelligence

The North America seafood market size is projected to expand from USD 36.64 billion in 2025 and USD 37.17 billion in 2026 to USD 39.95 billion by 2031, registering a CAGR of 1.45% between 2026 to 2031. Demand for protein-dense diets, steady innovation in recirculating aquaculture systems, and retailer mandates for certified sourcing are the principal growth levers that keep the North America seafood market on a positive, if measured, trajectory. Shrimp imports, land-based salmon farming, and ready-to-eat product launches are expanding addressable consumption occasions, while blockchain traceability projects by leading processors enhance consumer trust. At the same time, the market faces offsetting pressures in the form of quota caps on overfished stocks, recurring food-safety recalls, and cost hurdles associated with sustainability certifications. Competitive intensity remains moderate because the top five suppliers collectively control only about 35% of regional revenue, leaving scope for regional fishermen, specialty labels, and start-ups to penetrate the North America seafood market with differentiated offerings.

Key Report Takeaways

  • By seafood type, fish led with 49.31% of North America seafood market share in 2025, while shrimp is forecast to post the fastest 1.98% CAGR through 2031.
  • By form, canned products held 63.98% of the North America seafood market size in 2025; processed formats are projected to expand at a 2.31% CAGR to 2031.
  • By source, farmed items represented 55.85% of volume in 2025, but wild-caught seafood is advancing at a 2.65% CAGR to 2031.
  • By distribution channel, on-trade venues accounted for 52.09% of 2025 revenue, whereas off-trade retail is set to grow at a 3.01% CAGR through 2031.
  • By geography, the United States commanded 53.06% of regional sales in 2025; Mexico is the fastest-growing country at a 2.07% CAGR to 2031.

Note: Market size and forecast figures in this report are generated using Mordor Intelligence’s proprietary estimation framework, updated with the latest available data and insights as of January 2026.

Segment Analysis

By Seafood Type: Shrimp Outpaces a Fish-Led Base

Fish continues to dominate the North American seafood market in 2025, holding a 49.31% share, primarily due to the popularity of salmon and tuna. Salmon is highly sought after for its health benefits, including being a rich source of protein and omega-3 fatty acids, while tuna is favored for its convenience, long shelf life, and versatility in meal preparation. These qualities make both species staples in grocery stores and restaurants. Retailers often emphasize their nutritional value to attract health-conscious consumers. The growing demand for premium and sustainably sourced seafood further strengthens the fish segment. 

Shrimp is expected to be the fastest-growing seafood segment in North America, with a projected CAGR of 1.98% through 2031. This growth is supported by advancements in indoor aquaculture systems, which enable consistent, year-round production while minimizing environmental impact. The introduction of value-added shrimp products, such as pre-seasoned, ready-to-cook options and meal kits, is making shrimp more appealing for quick and easy meals. These products align with the increasing consumer preference for convenience without sacrificing quality. Shrimp’s adaptability to various cuisines, from Asian dishes to Western salads, further boosts its demand across retail and foodservice channels. 

North America Seafood Market: Market Share by Seafood Type
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By Form: Processed Convenience Narrows the Gap with Canned

Canned seafood continues to dominate the North American seafood market, holding a 63.98% share in 2025. This segment remains popular due to its affordability, long shelf life, and convenience, making it a go-to option for many households. Products like tuna, salmon, and sardines are particularly favored, supported by strong brand trust and consistent quality. Recent innovations, such as flavored varieties, sustainably sourced options, and multipack offerings, have further boosted consumer interest. Retailers are capitalizing on these trends, using canned seafood’s accessibility and versatility to drive sales and maintain its strong market position.

Processed seafood is the fastest-growing segment in the market, with a projected CAGR of 2.31% through 2031. This growth is largely driven by increasing demand for convenient, ready-to-eat options that cater to busy lifestyles. Products such as microwaveable seafood bowls, snack kits, and pre-cooked meals are gaining popularity among consumers seeking quick and easy meal solutions. Additionally, innovations in packaging and diverse recipe offerings are helping expand the appeal of processed seafood beyond traditional meal occasions. These factors position processed seafood as a key growth area in the North American seafood market, appealing to a wide range of consumer preferences.

By Source: Wild-Caught Premium Pulls Ahead in Growth

Farmed seafood made up 55.85% of the North American seafood market share in 2025, largely due to its ability to provide a steady and reliable supply. This consistency is crucial for retailers and foodservice providers who need dependable stock throughout the year. Popular farmed species like salmon, shrimp, and tilapia benefit from advancements in aquaculture technology, which enhance production efficiency, quality, and sustainability. Farmed seafood offers better control over sourcing and production standards, meeting the growing consumer demand for traceable and responsibly produced food. These factors make farmed seafood a key contributor to the market's overall stability and growth.

Wild-caught seafood is expected to grow at a 2.65% CAGR through 2031, driven by increasing consumer interest in natural and sustainable products. Many shoppers are drawn to the authenticity and environmental benefits of wild-caught options, which are often marketed with stories about traditional fishing methods and sustainable practices. Certifications and traceability tools further boost consumer confidence in these products. While wild-caught seafood typically comes at a higher price, it appeals to those willing to pay for premium quality and eco-friendly sourcing. This segment is carving out a niche in the market by offering a unique value proposition centered on tradition, quality, and sustainability.

North America Seafood Market: Market Share by Source
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By Distribution Channel: E-Commerce Pushes Retail Ahead

Restaurants, hotels, and other on-trade venues accounted for 52.09% of the North American seafood market share in 2025. This growth is fueled by consumers seeking unique dining experiences, especially in the post-pandemic period. Seafood is often featured as a premium option on menus, with chefs creating innovative dishes to attract diners. Many on-trade operators are also focusing on sourcing seafood directly from suppliers and emphasizing sustainability to appeal to environmentally conscious customers. These efforts not only enhance the dining experience but also allow businesses to charge higher prices, making the on-trade channel a key contributor to the seafood market's growth.

The off-trade retail segment, which includes supermarkets, online platforms, and other retail outlets, is expected to grow at the fastest rate, with a projected CAGR of 3.01% through 2031. This growth is supported by improvements in cold-chain logistics and the increasing popularity of home delivery services, which make fresh and specialty seafood more accessible. Retailers are expanding their offerings to include premium and ready-to-cook seafood products, catering to consumers who value convenience and quality. The rise of e-commerce and subscription-based models is enabling customers to explore a wider variety of seafood options from their homes, driving further growth in the off-trade segment.

Geography Analysis

In 2025, the U.S. dominated North America's seafood market, holding a 53.06% share, thanks to its diverse consumer preferences. Urban centers lean towards high-end sashimi-grade tuna, while smaller towns favor frozen breaded fish. Public health initiatives, notably from the Seafood Nutrition Partnership, have promoted seafood consumption, even amidst inflationary pressures on spending. Yet, the U.S.'s heavy reliance on imports, especially for shrimp and salmon, exposes it to currency and supply chain vulnerabilities. In response, domestic initiatives like recirculating aquaculture systems (RAS) in the Midwest are emerging. Additionally, coastal harvesters are leveraging digital tools, such as blockchain, to enhance traceability and secure premium prices from eco-conscious retailers.

Mexico is on track to be the region's fastest-growing market, with projections of a 2.07% CAGR through 2031. Shrimp farms along Mexico's Pacific and Gulf coasts are ramping up production, capitalizing on affordable labor and optimal growing conditions. Government initiatives, including subsidies for advanced farming tools and vaccination drives, have bolstered aquaculture survival rates. As incomes rise, seafood consumption is spreading beyond Mexico's traditional coastal regions. Enhanced logistics to U.S. states like Texas and California are streamlining deliveries, and trade agreements under the United States–Mexico–Canada Agreement are solidifying Mexico's status as a trusted supplier for U.S. buyers.

Canada boasts a rich wild-catch resource base, with a keen eye on exports. East Asian markets have a high demand for premium offerings like Atlantic lobster and snow crab. Certifications, such as MSC (Marine Stewardship Council), bolster Canadian products' shelf presence domestically. The government is backing salmon farms in transitioning to closed-containment systems, addressing environmental challenges like sea lice and adhering to stringent provincial regulations. With a consumer preference for cold-water species, Canadian processors can market their offerings as pure and sourced from Arctic waters. This commitment to quality and sustainability fortifies Canada's standing in the seafood arena.

Competitive Landscape

The North America seafood market is highly fragmented, with numerous harvesters and processors competing for contracts. A notable example of consolidation in 2024 is the merger of Ocean Beauty and Icicle, which formed OBI Seafoods. This merger enabled OBI Seafoods to manage over 500 million pounds of Alaskan seafood, significantly enhancing its marketing capabilities and operational efficiency. Similarly, High Liner Foods expanded its frozen seafood portfolio by acquiring Rubicon Resources, highlighting the critical role of scale in sustaining profitability. On the technological front, companies like Beaver Street Fisheries are leveraging blockchain to improve transparency, while NaturalShrimp is increasing indoor production to address biosecurity risks.

Smaller players are finding opportunities by focusing on innovative products and underutilized seafood options. For instance, unconventional offerings such as dogfish tacos and kelp burger blends are gaining traction in trendy restaurants. E-commerce platforms are also playing a crucial role by enabling these niche brands to bypass traditional brokers, reducing costs and increasing market visibility. However, the industry faces growing regulatory challenges. The FDA's new iodine-testing requirements and NOAA's marine mammal protection regulations demand detailed documentation. Larger firms are adopting automation to meet these compliance standards, while smaller competitors face difficulties due to limited resources.

To remain competitive, companies are adopting strategies such as vertical integration, obtaining certifications, and implementing advanced technologies to streamline supply chains. Vertical integration allows businesses to control more aspects of production and distribution, improving efficiency and reducing costs. Certification programs, particularly those focused on sustainability, are becoming essential for building consumer trust and achieving premium pricing. Additionally, technologies like blockchain and automated data systems are enhancing traceability and transparency, which are increasingly critical for meeting regulatory requirements and consumer expectations. These strategies are shaping the future trajectory of the North American seafood market.

North America Seafood Industry Leaders

  1. Sysco Corporation

  2. Thai Union (Chicken of the Sea)

  3. Trident Seafoods Corp.

  4. High Liner Foods Inc.

  5. Pacific Seafood Group

  6. *Disclaimer: Major Players sorted in no particular order
North America Seafood Market
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Recent Industry Developments

  • August 2025: Bumble Bee Seafoods has launched its first-ever single-serve flavored tuna cans. This launch aims to meet consumer demand for convenient, protein-packed meal options with enhanced flavor profiles.
  • April 2025: BlueNalu has launched its bluefin tuna product in California. The company formed strategic partnerships to enhance the global distribution of its innovative seafood offering, with the goal of revolutionizing the market through sustainable alternatives.
  • February 2025: SeaPak Shrimp & Seafood has launched a new product: the SeaPak Classic Cajun Style Shrimp. This offering is inspired by the rich culinary traditions of New Orleans and is designed for consumers looking for authentic and flavorful seafood options. It also expands the brand's portfolio of regionally inspired products.
  • January 2025: Chicken of the Sea and McCormick & Company have introduced two new flavors in their on-the-go product lineup. The additions feature the Wild Caught Light Tuna Packet seasoned with Old Bay and another with McCormick's Chili Lime, targeting consumers desiring both convenience and taste in their seafood choices.

Table of Contents for North America Seafood Industry Report

1. INTRODUCTION

  • 1.1 Study Assumptions and Market Definition
  • 1.2 Scope of the Study

2. RESEARCH METHODOLOGY

3. EXECUTIVE SUMMARY

4. MARKET LANDSCAPE

  • 4.1 Market Overview
  • 4.2 Market Drivers
    • 4.2.1 Increasing consumer demand for protein-rich foods is driving market growth
    • 4.2.2 Advancements in technology and farming practices are transforming the industry
    • 4.2.3 The expanding seafood trade is creating significant export opportunities
    • 4.2.4 Consumer preferences are shifting towards sustainability-focused products
    • 4.2.5 Diverse culinary trends are fueling growth in the foodservice sector
    • 4.2.6 Preference for premium and specialty seafood
  • 4.3 Market Restraints
    • 4.3.1 Overfishing reduces wild fish catches, threatening sustainability
    • 4.3.2 Food safety and contamination risks remain critical industry challenges
    • 4.3.3 Reliance on imports and trade barriers heighten supply chain vulnerabilities
    • 4.3.4 Alternative proteins intensify market competition
  • 4.4 Regulatory Outlook
  • 4.5 Consumer Behaviour Analysis
  • 4.6 Porter's Five Forces
    • 4.6.1 Threat of New Entrants
    • 4.6.2 Bargaining Power of Buyers
    • 4.6.3 Bargaining Power of Suppliers
    • 4.6.4 Threat of Substitute Products
    • 4.6.5 Intensity of Competitive Rivalry

5. MARKET SIZE AND GROWTH FORECASTS (VALUE AND VOLUME)

  • 5.1 By Seafood Type
    • 5.1.1 Fish
    • 5.1.1.1 Salmon
    • 5.1.1.2 Tuna
    • 5.1.1.3 Other Fish Type
    • 5.1.2 Shrimp
    • 5.1.3 Other Seafood
  • 5.2 By Form
    • 5.2.1 Canned
    • 5.2.2 Fresh/Chilled
    • 5.2.3 Frozen
    • 5.2.4 Processed
  • 5.3 By Source
    • 5.3.1 Farmed
    • 5.3.2 Wild-Caught
  • 5.4 By Distribution Channel
    • 5.4.1 Off-Trade
    • 5.4.1.1 Supermarkets/Hypermarkets
    • 5.4.1.2 Online Retail Stores
    • 5.4.1.3 Convenience Stores
    • 5.4.1.4 Others
    • 5.4.2 On-Trade
    • 5.4.2.1 Hotels
    • 5.4.2.2 Restaurants
    • 5.4.2.3 Catering
  • 5.5 By Geography
    • 5.5.1 United States
    • 5.5.2 Canada
    • 5.5.3 Mexico
    • 5.5.4 Rest of North America

6. COMPETITIVE LANDSCAPE

  • 6.1 Market Concentration
  • 6.2 Strategic Moves
  • 6.3 Market Share Analysis
  • 6.4 Company Profiles (includes Global-level Overview, Market-level Overview, Core Segments, Financials (if available), Strategic Information, Market Rank/Share, Products and Services, Recent Developments)
    • 6.4.1 Mazzetta Company, LLC
    • 6.4.2 Aqua Star Corp
    • 6.4.3 Tropic Seafood
    • 6.4.4 American Seafoods Group
    • 6.4.5 Mowi ASA
    • 6.4.6 Clearwater Seafoods
    • 6.4.7 Maruha Nichiro Corp. (Umios Corp.)
    • 6.4.8 Pacific American Fish Company (PAFCO)
    • 6.4.9 Beaver Street Fisheries
    • 6.4.10 Trident Seafoods Corp.
    • 6.4.11 Lerøy Seafood Group
    • 6.4.12 Pacific Seafood Group
    • 6.4.13 The Bumble Bee Seafood Company
    • 6.4.14 Thai Union (Chicken of the Sea)
    • 6.4.15 NaturalShrimp Inc.
    • 6.4.16 Dulcich Inc.
    • 6.4.17 Dongwon Industries
    • 6.4.18 Sysco Corporation
    • 6.4.19 Cooke Inc.
    • 6.4.20 High Liner Foods Inc.

7. MARKET OPPORTUNITIES AND FUTURE OUTLOOK

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North America Seafood Market Report Scope

Fish, Shrimp are covered as segments by Type. Canned, Fresh / Chilled, Frozen, Processed are covered as segments by Form. Off-Trade, On-Trade are covered as segments by Distribution Channel. Canada, Mexico, United States are covered as segments by Country.
By Seafood Type
Fish Salmon
Tuna
Other Fish Type
Shrimp
Other Seafood
By Form
Canned
Fresh/Chilled
Frozen
Processed
By Source
Farmed
Wild-Caught
By Distribution Channel
Off-Trade Supermarkets/Hypermarkets
Online Retail Stores
Convenience Stores
Others
On-Trade Hotels
Restaurants
Catering
By Geography
United States
Canada
Mexico
Rest of North America
By Seafood Type Fish Salmon
Tuna
Other Fish Type
Shrimp
Other Seafood
By Form Canned
Fresh/Chilled
Frozen
Processed
By Source Farmed
Wild-Caught
By Distribution Channel Off-Trade Supermarkets/Hypermarkets
Online Retail Stores
Convenience Stores
Others
On-Trade Hotels
Restaurants
Catering
By Geography United States
Canada
Mexico
Rest of North America
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Market Definition

  • Frozen / Canned Seafood - Frozen seafood are products whose average temperature is reduced to -18 ° C or lower to preserve the inherent quality of the fresh fish. Then it is kept at a temperature of -18 ° C or lower to maintain its shelf life.​
  • Processed Seafood - Processed seafood are the ones that have been cured, salted, marinated, dried, pickled, fermented or smoked for human consumption. ​
  • Seafood - It contains marine species that can be consumed, particularly fish and shelled marine life.​
  • Shrimp - Shrimp are swimming crustaceans. They have long, slender muscles in their abdomens and lengthy antennae.​
Keyword Definition
A5 It is a Japanese grading system for beef. The 'A' means the carcass yield is the highest possible and the numeric rating relates to beef marbling, color and brightness of the flesh, its texture and color, luster, and fat quality. A5 is the highest mark wagyu beef can score.
Abbatoir It is another name for a slaughterhouse and refers to the premise used for or in connection with the slaughter of animals whose meat is intended for human consumption.
Acute Hepatopancreatic Necrosis Disease (AHPND) It is a disease that affects shrimp and is characterized by high mortalities, in many cases reaching 100% within 30-35 days of stocking grow-out ponds.
African Swine Fever (ASF) It is a highly contagious viral disease of pigs caused by a double-stranded DNA virus in the Asfarviridae family.
Albacore Tuna It is one of the smallest species of tuna found in the six distinct stocks known globally in the Atlantic, Pacific, and Indian oceans, as well as the Mediterranean Sea.
Angus beef It is beef derived from a specific breed of cattle indigenous to Scotland. It requires certification from the American Angus Association to receive the "Certified Angus Beef" quality mark
Bacon It is salted or smoked meat that comes from the back or sides of a pig
Black Angus It is beef derived from a black-hided breed of cows that don't have horns.
Bologna It is an Italian smoked sausage made of meat, typically large and made from pork, beef or veal.
Bovine spongiform encephalopathy (BSE) It is a progressive neurological disorder of cattle that results from infection by an unusual transmissible agent called a prion.
Bratwurst It refers to a type of German sausage made from pork, beef or veal.
BRC British Retail Consortium
Brisket It is a cut of meat from the breast or lower chest of beef or veal. The beef brisket is one of the nine beef primal cuts.
Broiler It refers to any chicken (Gallus domesticus) that is bred and raised specifically for meat production.
Bushel It is a unit of measurement for grains and pulses. 1 bushel = 27.216 kg
Carcass It refers to the dressed body of a meat animal from which butchers trim the meat
CFIA Canadian Food Inspection Agency
Chicken Tender It refers to chicken meat prepared from the pectoralis minor muscles of a chicken bird.
Chuck Steak It refers to a cut of beef that is part of the chuck primal, which is a large section of meat from the shoulder area of a cow
Corned Beef It refers to beef brisket cured in brine and boiled, typically served cold.
CWT Also known as a hundredweight, it is a unit of measurement used to define the quantity of meat. 1 CWT = 50.80 kg
Drumstick It refers to a chicken leg without the thigh.
EFSA European Food Safety Authority
ERS Economic Research Service of the USDA
Ewe It is an adult female sheep.
FDA Food and Drug Administration
Fillet Mignon It is a cut of meat taken from the smaller end of the tenderloin.
Flank Steak It is a cut of beef steak taken from the flank, which lies forward of the rear quarter of a cow.
Foodservice It refers to the part of the food industry which includes businesses, institutions, and companies which prepare meals outside the home. It includes restaurants, school and hospital cafeterias, catering operations, and many other formats.
Forage It refers to animal feed.
Foreshank It is the upper part of the foreleg of cattle
Franks Also known as frankfurter or Würstchen, it is a type of highly seasoned smoked sausage popular in Austria and Germany.
FSANZ Food Standards Australia New Zealand
FSIS Food Safety and Inspection Service
FSSAI Food Safety and Standards Authority of India
Gizzard It refers to an organ found in the digestive tract of birds. It is also called the mechanical stomach of a bird.
Gluten It is a family of proteins found in grains, including wheat, rye, spelt, and barley
Grain-fed beef It is beef derived from cattle that have been fed a diet supplemented with soy and corn and other additives. Grainfed cows can also be given antibiotics and growth hormones to fatten them up more quickly.
Grass-fed beef It is beef derived from cattle that have only been fed grass as feed.
Ham It refers to the pork meat taken from the leg of a pig.
HoReCa Hotels, Restaurants and Cafes
Jerky It is lean trimmed meat that has been cut into strips and dried (dehydrated) to prevent spoilage.
Kobe Beef It is Wagyu beef specifically from the Kuroge Washu breed of cows in Japan. To be classified as Kobe beef, the cow must have been born, raised, and slaughtered within the Hyōgo prefecture in the city of Kobe in Japan.
Liverwurst It is type of German sausage made from beef or pork liver.
Loin It refers to the sides between the lower ribs and pelvis, and the lower part of the back of a cow.
Mortadella It is a large Italian sausage or luncheon meat made of finely hashed or ground heat-cured pork, which incorporates at least 15% small cubes of pork fat.
Pastrami It refers to a highly seasoned smoked beef, typically served in thin slices.
Pepperoni It is an American variety of spicy salami made from cured meat.
Plate It refers to a forequarter cut from the belly of a cow, just below the rib cut.
Porcine reproductive and respiratory syndrome (PRRS) It is a disease occurring in swine causing late-term reproductive failure and severe pneumonia in neonatal pigs.
Primal cuts It refers to the major sections of the carcass.
Quorn It is a meat substitute product prepared using mycoprotein as an ingredient, in which the fungus culture is dried and mixed with egg albumen or potato protein, which acts as a binder, and then is adjusted in texture and pressed into various forms.
Ready-to-Cook (RTC) It refers to food products that include all of the ingredients, where some preparation or cooking is required through a process that is given on the package.
Ready-to-Eat (RTE) It refers to a food product prepared or cooked in advance, with no further cooking or preparation required before being eaten
Retort Packaging It is a process of aseptic packaging food in which food is filled into a pouch or metal can, sealed, and then heated to extremely high temperatures, rendering the product commercially sterile.
Round Steak It refers to a beef steak from the the rear leg of the cow.
Rump Steak It refers to a cut of beef derived from the division between the leg and the chine.
Salami It is a cured sausage consisting of fermented and air-dried meat.
Saturated fat It is a type of fat in which the fatty acid chains have all single bonds. It is generally considered unhealthy.
Sausage It is a meat product made of finely chopped and seasoned meat, which may be fresh, smoked, or pickled and which is then usually stuffed into a casing.
Scallop It is an edible shellfish that is a mollusk with a ribbed shell in two parts.
Seitan It is a plant-based meat substitute made out of wheat gluten.
Self-service kios It refers to a self-order point-of-sale (POS) system through which customers place and pay for their own orders at kiosks, enabling totally contactless and frictionless service.
Sirloin It is a cut of beef from the bottom and side parts of a cow's back.
Surimi It is a paste made from deboned fish
Tenderloin It refers to a cut of beef consisting of the entire tenderloin muscle of a cow
Tiger Shrimp It refers to a large shrimp variety from the Indian and Pacific oceans
Trans fat Also called trans-unsaturated fatty acids or trans fatty acids, it is a type of unsaturated fat that naturally occurs in small amounts in meat.
Vannamei shrimp It refers to tropical prawns and shrimp that are farmed in areas near the equator, generally along the coast in artificial ponds.
Wagyu Bee It is beef derived from any of four strains of a breed of black or red Japanese cattle that are valued for their highly marbled meat.
Zoosanitary It refers to the cleanliness of animals or animal product
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Research Methodology

Mordor Intelligence follows a four-step methodology in all our reports.

  • Step-1: Identify Key Variables: In order to build a robust forecasting methodology, the variables and factors identified in Step 1 are tested against available historical market numbers. Through an iterative process, the variables required for market forecast are set, and the model is built on the basis of these variables.​
  • Step-2: Build a Market Model: Market-size estimations for the forecast years are in nominal terms. Inflation is not a part of the pricing, and the average selling price (ASP) is kept constant throughout the forecast period for each country.​
  • Step-3: Validate and Finalize: In this important step, all market numbers, variables, and analyst calls are validated through an extensive network of primary research experts from the market studied. The respondents are selected across levels and functions to generate a holistic picture of the market studied.​
  • Step-4: Research Outputs: Syndicated Reports, Custom Consulting Assignments, Databases & Subscription Platforms.
research-methodology
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