Retail Trade ·NAICS 452311

NAICS 452311 · IRS SOI 2023 · Census CBP

Warehouse Clubs and Supercenters - Industry Benchmarks

4 SBA loans on record, $10M in volume, for NAICS 452311.

8K
Establishments
N/A
Workers employed
N/A
Avg payroll / employee
$10M
SBA lending, FY20–26

Data updated July 2026

The verdict · NAICS 452311

New York leads Warehouse Clubs and Supercenters activity nationally, across 8K establishments employing N/A workers. IRS SOI doesn't publish margin data at this NAICS level.

8K
Business establishments (Census)
N/A
Workers employed (Census CBP)
N/A
Avg payroll / employee
$10M
SBA lending, FY20–26

Benchmarking Insights for Warehouse Clubs and Supercenters

Warehouse Clubs and Supercenters sits inside Retail Trade.

7,961 establishments employ N/A workers. New York leads employment, followed by Minnesota and Massachusetts.

Employment

N/A

Total employees (Census CBP)

Avg Payroll / Employee

N/A

Annual compensation

Establishments

7,961

Business locations

Release-over-release change

What changed from Census CBP 2022 to 2023

establishment count decreased by 130. This comparison uses two published national Census County Business Patterns releases; suppressed fields are omitted rather than estimated.

Financial Detail

Top States by Employment

State Employment
New York 68,687
Minnesota 47,719
Massachusetts 28,023
Connecticut 15,701
Rhode Island 3,748
District of Columbia 1,807

Showing top 10 of 51 states

SBA Lending Activity

SBA FY2020–2026

SBA Loans Approved

4

Total Loan Volume

$10M

Avg Loan Size

$2400K

Jobs Supported

36

Program Breakdown

7(a) 3 (75%)
504 1 (25%)

Top SBA Lender

Fulton Bank, National Association

1 loans in this industry

New Business Share

25.0% of borrowers were new/startup businesses

Annual Lending Trend (2 yrs)

2020
2
2021
2

Frequently Asked Questions

How many businesses are in Warehouse Clubs and Supercenters?
7,961 business establishments.
What is the average payroll per employee in Warehouse Clubs and Supercenters?
Average payroll data for Warehouse Clubs and Supercenters is not available in the current Census CBP dataset.
Which states have the most Warehouse Clubs and Supercenters employment?
New York leads with 68,687 workers. Minnesota (47,719) and Massachusetts (28,023) round out the top three.
How much SBA lending does Warehouse Clubs and Supercenters receive?
Warehouse Clubs and Supercenters businesses received 4 SBA loans totaling $10 million between FY2020 and FY2026. The average loan size was $2400K. These loans supported 36 jobs at origination. Most lending (75%) came through the SBA 7(a) program.

Benchmarking Warehouse Clubs and Supercenters

Disclaimer: Public IRS/Census data, not financial or tax advice. See our full disclaimer.

Sources: IRS Statistics of Income (SOI) Business Tax Statistics · Census Bureau County Business Patterns 2023

NAICS 452311 · Data year: 2023

According to the U.S. Census Bureau, which released its 2023 County Business Patterns dataset in June 2025, PlainBizBench benchmarks 2,002 U.S. industries against Internal Revenue Service Statistics of Income data. See our methodology for the full compilation process.

Source: U.S. Census Bureau, County Business Patterns / SUSB Industry employment scale, payroll, and firm-size benchmarks · 2023

Every figure on PlainBizBench is rendered directly from federal source data, no number is typed in by an editor. This page aggregates profit-margin, payroll, entity-type, and SBA-lending benchmarks for this industry, live from the dataset. See our editorial standards & corrections policy, the methodology behind these numbers, or report a data error.

Disclaimer: Public IRS/Census data, not financial or tax advice. See our full disclaimer.