NAICS 4481

Clothing Stores

NAICS 4481 clothing stores: retail establishments selling apparel and clothing accessories. Market analysis, trends, employment data, and industry insights.

Published by VantaInsights Research·Methodology·Data Sources· AI-drafted
Built on data from Census Bureau CBP Bureau of Labor Statistics Federal Reserve FRED SEC EDGAR

Industry at a Glance

Sector-wide aggregates across all businesses classified under NAICS 4481 (2017 classification frame). For specific sub-industries within this sector, see the individual reports below.

In NAICS 2022 this is part of 4581, “Clothing and Clothing Accessories Retailers”, which is broader.

Employment
1.2M
US Census CBP · 2023 · NAICS 2017
Establishments
83K
US Census CBP · 2023 · NAICS 2017
Annual Payroll
$28.2B
US Census CBP · 2023 · NAICS 2017
Avg Annual Wage
$23,729
Derived from US Census CBP · 2023 · NAICS 2017
Market Size
$186.2B
US Census Economic Census · 2017 · NAICS 2017

Industry Overview

Clothing stores (NAICS 4481) encompass retail establishments primarily engaged in selling new clothing and clothing accessories to the general public. This industry group includes department stores with significant clothing sections, specialty apparel retailers, discount clothing stores, and direct-to-consumer clothing retailers operating physical storefronts. These businesses serve as critical distribution channels in the fashion and apparel supply chain, connecting manufacturers and wholesalers with end consumers across diverse market segments including budget, mid-market, and premium price points.

The clothing retail sector plays a vital economic role in the United States, representing a substantial portion of general merchandise retail activity. Businesses in this industry operate in highly competitive markets characterized by seasonal demand fluctuations, rapid inventory turnover, and increasingly omnichannel distribution models that integrate physical stores with e-commerce platforms. Success requires expertise in inventory management, merchandising, supply chain logistics, and customer experience optimization across multiple touchpoints.

Who Uses These Reports

Trusted by professionals who need verified federal data to make decisions

Investors & PE Firms

Size markets, validate deal theses, and benchmark targets with verified federal data before committing capital

Consultants & Advisors

Deliver data-backed recommendations to clients with sourced and cited industry metrics — Census, BLS, and FRED

Founders & Operators

Validate market entry, benchmark against industry averages, and present credible data to investors and boards

Corporate Strategy Teams

Support expansion planning, M&A due diligence, and executive reporting with NAICS-classified industry data

See what's inside a report

Market sizing, workforce analysis, competitive landscape, regulatory environment — all sourced from Census, BLS, FRED, and SEC EDGAR.

Download a free sample report

Industry Trends

BOPIS

Retail apparel stores are increasingly adopting omnichannel strategies that connect physical store locations with online shopping platforms. These strategies enable services like buy-online-pickup-in-store (BOPIS) and unified inventory management across channels.

02

Sustainability and ethical sourcing have become competitive differentiators, with consumers increasingly seeking transparency about manufacturing practices, material composition, and environmental impact of clothing products.

DTC

Direct-to-consumer (DTC) business models are reshaping traditional retail dynamics, with established brands opening standalone stores to control customer experience and capture higher margins previously allocated to intermediaries.

04

Personalization technologies including styling recommendations powered by machine learning, virtual fitting rooms, and merchandising informed by customer behavior data are enhancing customer engagement and conversion rates in physical and digital retail environments.

05

Inventory management optimization through advanced analytics and demand forecasting is critical as retailers navigate supply chain disruptions, changing consumer preferences, and the need to minimize markdowns while maximizing stock turnover.

Available Reports

2 industry reports available for purchase under Clothing Stores.

Men's Clothing Stores
NAICS 44811
→
Women's Clothing Stores
NAICS 44812
→

Specialty Reports Available on Request

6 specialty industriesavailable on request
▾
Men's Clothing Stores
448110View →
Women's Clothing Stores
448120View →
Children's & Infants' Clothing Stores
448130View →
Family Clothing Stores
448140View →
Clothing Accessories Stores
448150View →
Other Clothing Stores
448190View →

Industries

Browse deeper into the NAICS hierarchy.

448111 report

Men's Clothing Stores

448121 report

Women's Clothing Stores

448130 reports

Children's & Infants' Clothing Stores

448140 reports

Family Clothing Stores

448150 reports

Clothing Accessories Stores

448190 reports

Other Clothing Stores

Frequently Asked Questions

What is NAICS 4481? ▾
NAICS 4481 is the classification for clothing stores, which are retail establishments primarily engaged in selling new clothing and clothing accessories to consumers. This includes specialty clothing stores, discount apparel retailers, and department stores where clothing is a primary merchandise category. It excludes clothing rental services and stores primarily selling other merchandise types like shoes or accessories that are classified separately.
How does e-commerce competition impact traditional clothing retailers in NAICS 4481? ▾
E-commerce has fundamentally changed traditional brick-and-mortar clothing retail, forcing stores to differentiate through superior customer service, experiential retail environments, and integrated omnichannel operations. Successful retailers now view physical stores as fulfillment hubs and experience centers rather than purely transactional venues. They use in-store inventory for online order fulfillment and offer services that online-only competitors cannot replicate.
What inventory management challenges do clothing retailers face? ▾
Clothing retailers must manage complex inventory across multiple sizes, colors, and styles with highly seasonal demand patterns and relatively short product lifecycles. The challenge intensifies with the need to maintain adequate stock for customer satisfaction while minimizing excess inventory that results in costly markdowns, all while managing supply chain uncertainties and changing fashion trends.
How important is location strategy for clothing store success? ▾
Location remains critical for clothing retailers, with foot traffic, demographic alignment, and accessibility significantly influencing sales performance. Strategic site selection considering anchor tenants, regional economic conditions, and competitive proximity continues to drive profitability, though omnichannel capabilities have reduced the absolute importance of location compared to previous decades.
What role do private labels play in clothing retail strategy? ▾
Private label and exclusive brands have become essential strategic tools for clothing retailers seeking competitive differentiation and improved margins. These proprietary brands allow retailers to reduce dependence on national brands, control pricing, enhance customer loyalty, and create unique assortments that competitors cannot replicate.

Related Industries

Shoe Stores 4482Jewelry, Luggage, & Leather Goods Stores 4483

Related Guides

industry-trends
Retail Industry Trends: 2026 Data & Market Analysis

Get verified retail industry trends data from federal sources. Total US Retail Employment: 15.5M (BLS Current Employment Statistics, April 2026).

metrics
Retail Industry Wages: 2026 Benchmarks

US retail wages from the federal record: BLS hourly and weekly earnings for retail trade, plus how pay splits across auto, e-commerce, grocery and apparel

profit-margins
Retail Profit Margins: 2026 Industry Benchmarks & Data

Get verified retail profit margins data from federal sources. Average Retail Net Profit Margin: 2–5% (Industry Benchmarks, 2024).

industry-trends
Car Dealership Industry Trends: 2026 Data & Market Analysis

Get verified car dealership industry trends data from federal sources. US New Car Dealer Employment: 1.1M+ (Census CBP, 2023).

profit-margins
Car Dealership Profit Margins: 2026 Industry Benchmarks & Data

Get verified car dealership profit margins data from federal sources. Typical New Car Dealership Net Profit Margin: 1–3% (Industry Benchmarks, 2025).

Questions about how we source industry data? See our data sources FAQ.

Don't see your industry?

We can generate a report for any NAICS-classified industry in the US. Professional PDF delivered in 48 hours.

Request Custom ReportBrowse Marketplace