Groundwork

Food and drink · County · Oklahoma

Fast food and sandwich shops in Cleveland County, OK

How Cleveland County, OK compares with other counties and the U.S. for fast food and sandwich shops: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 51 out of 100: Upper middle

Ranked #1,110 of 2,222 scored counties
#14 of 55 scored counties in Oklahoma

Listings
163
148 chain locations (91%)
Official establishments
232
All limited-service restaurants · −2.1% since 2019
Household spending a year
$442.3M
On food away from home · $3,787 a household
Spending per listing
$2.7M
11% below the U.S.
Listings per 10k households
14.0
5% above the U.S.
Population, 2025
303,973
+2.6% since 2020

See the fast food and sandwich shops around any address in Cleveland County

The site report maps the fast food and sandwich shops on map listings near the address, by name and distance, and sizes the households and spending around it. Or open the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

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Survey estimates 2020–2024 · population estimates 2025 · official business counts 2023 · map listings September 2026 · Data credits · How we measure

What this means

As of September 2026, map listings count 163 fast food and sandwich shops in Cleveland County. Of those, 148 are chain locations, or 91%, against 79% across the U.S. That is 14.0 per 10,000 households, 5% above the U.S. rate of 13.3.

At $3,787 per household (7% below the U.S. average), households in Cleveland County spend about $442.3M a year on food away from home. That works out to $2.7M per shop, 11% below the U.S. figure of $3.1M. That spending covers all food away from home, which fast food and sandwich shops share with other businesses in the trade.

The official count of businesses with payroll classed as limited-service restaurants in Cleveland County was 232 in 2023, down 2.1% from 2019. That is one for every 503 households, against one for every 478 across the U.S. The official count takes in all limited-service restaurants, not only fast food and sandwich shops: pizza places are counted too. Another 44 one-person businesses have no payroll, by official counts. Since fiscal 2022, 7 SBA-backed loans worth $2M have gone to businesses classed as limited-service restaurants in Cleveland County.

Population estimates show Cleveland County grew 2.6% from 2020 to 2025, slower than the U.S. (+3.1%). The Groundwork market score for fast food and sandwich shops in Cleveland County is 51 (upper middle), #1,110 of 2,222 scored counties and #14 of 55 scored counties in Oklahoma.

How Cleveland County compares

The same measures for Oklahoma and the whole U.S. Spending per listing divides a year of household spending on all food away from home by the fast food and sandwich shops counted, so it measures the demand for each competitor, not any business’s revenue. Households per establishment does the same with the official count.

Fast food and sandwich shops in Cleveland County, OK compared with Oklahoma and the U.S.
MeasureCleveland CountyOklahomaU.S.
Listings per 10k households14.015.613.3
Spending per listing$2.7M$2.3M$3.1M
Households per official establishment (all limited-service restaurants)503517478
Official establishment growth, 2019–2023−2.1%+0.5%+6.1%
Population growth, 2020–2025+2.6%+4.0%+3.1%
Spending per household on food away from home$3,787$3,519$4,070
Median household income$77,068$65,039$80,734
Groundwork market score5133

Official counts and lending

Businesses

Official establishments, 2019 to 2023
237 → 232All limited-service restaurants · −2.1% over the period
Employees, 2023
5,800
Annual payroll, 2023
$98.1M
One-person businesses, 2023
44All limited-service restaurants with no payroll
Map listings, September 2026
163148 chain locations
Listings at the U.S. rate for this spending
145The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
7
Amount
$2M

SBA-backed loans to businesses classed as limited-service restaurants in Cleveland County, through June 2026, placed by the borrower’s ZIP code. Official establishments are businesses with payroll; the official counts leave out places with fewer than 3. These official figures cover all limited-service restaurants, not only fast food and sandwich shops.

Population and households in Cleveland County

Population, 2025 estimate
303,973+2.6% since 2020
Households
116,799
Median age
37.3
Homes lived in by their owners
64%
Vehicles per household
1.9
Land area
539 sq. mi.
People per square mile
557
Median household income
$77,068+20.4% vs. 2015–2019, before inflation
Average household income
$98,350
Median home value
$235,700
Jobs located here
94,350
Daytime population
271,685Residents who don’t work, plus everyone whose job is here

Looking at a specific site in Cleveland County?

These figures cover the whole county. A site report draws rings around one address and counts what’s inside them: households, spending, jobs, and the fast food and sandwich shops on map listings by name and distance.

Or open the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

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Fast food and sandwich shops across Oklahoma

Every Oklahoma market ranked →

The highest-scoring counties in Oklahoma for fast food and sandwich shops, numbered among those based in Oklahoma, with Cleveland County marked.

Top counties in Oklahoma

Counties in Oklahoma ranked for fast food and sandwich shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Rogers County, OK84339.0$4.3M+7.1%#78 of 2,222
2Wagoner County, OK803912.4$3.1M+14.6%#138 of 2,222
3Logan County, OK802413.5$3M+11.5%#139 of 2,222
4Osage County, OK76126.9$5M+2.2%#201 of 2,222
5Canadian County, OK668314.3$2.8M+20.4%#534 of 2,222
6Creek County, OK653211.3$3M+4.4%#557 of 2,222
7Grady County, OK633014.5$2.6M+7.7%#635 of 2,222
8Ottawa County, OK57108.4$3.5M+0.7%#850 of 2,222
9Lincoln County, OK571813.7$2.5M+5.3%#875 of 2,222
10Delaware County, OK542313.4$2.4M+3.8%#1,005 of 2,222
14Cleveland County, OK5116314.0$2.7M+2.6%#1,110 of 2,222

Other business types in Cleveland County

Each with its Groundwork market score here, out of 100, where it has one.

Questions

How many fast food and sandwich shops are in Cleveland County, OK?

Cleveland County has 163 fast food and sandwich shops on map listings as of September 2026. 148 of them (91%) are chain locations. The listings count fast food, sandwich shops, delis and bagel shops. Official counts show 232 businesses with payroll classed as limited-service restaurants in 2023, down 2.1% from 2019. That count covers all limited-service restaurants (pizza places included), not only fast food and sandwich shops. Official counts list 44 one-person businesses without payroll.

How much do households in Cleveland County, OK spend on food away from home?

About $442.3M a year, or $3,787 per household. That is 7% below the U.S. average (an index of 93, where 100 is the U.S. average). Spread across the 163 fast food and sandwich shops on map listings, it comes to $2.7M per shop. The spending figure covers all food away from home, not only fast food and sandwich shops. It is estimated from the incomes of the 116,799 households in Cleveland County and national spending patterns by income.

How does Cleveland County, OK compare with the U.S. for fast food and sandwich shops?

Cleveland County has 14.0 fast food and sandwich shops per 10,000 households, 5% above the U.S. rate of 13.3. Spending per shop is $2.7M, 11% below the U.S. figure of $3.1M. At the national ratio of fast food and sandwich shops to household spending, Cleveland County would have about 145, against 163 on map listings. There is one business with payroll in the industry for every 503 households, against one for every 478 across the U.S. The official count fell 2.1% from 2019 to 2023, against +6.1% for the U.S.

How fast is Cleveland County, OK growing?

Population estimates put Cleveland County at 303,973 people in 2025, up 2.6% since 2020, slower than the U.S. (+3.1%). It has 116,799 households. The median household income in Cleveland County is $77,068 a year, 5% below the U.S. median of $80,734. That rose 20.4% from the 2015–2019 survey, before inflation.

What is the Groundwork market score?

The Groundwork market score runs from 0 to 100 and compares a market with others of its kind for one business type: states with states, metro areas with metro areas, small-town markets and counties with their own. It weighs household spending per competitor (35%), households per business with payroll (25%), population growth (20%) and spending power (20%), each ranked against those peers. A higher score means that, taken together, the market has more household spending and more households for each business already there, faster population growth and more spending per household than similar markets. It describes a market, not any one site or deal. Cleveland County scores 51 for fast food and sandwich shops (upper middle), #1,110 of 2,222 scored counties.

How can I see the market around a specific site?

Run a Groundwork site report on an address in Cleveland County. It maps the fast food and sandwich shops on map listings near the site and sizes the households and spending within the distance you choose. New accounts get 10 actions over 3 days, no card.

How the score works · Top markets for fast food and sandwich shops · All 56 business types in Cleveland County

Screening a site or an acquisition in Cleveland County?

A site report maps the competitors on map listings near an address and sizes the households and spending around it.

The button opens the report at the center of Cleveland County. Signed out, you see a blurred preview; on an account, each report is one action.

This product uses the Census Bureau Data API but is not endorsed or certified by the Census Bureau.

Figures are estimates for research only. Not investment or real estate advice.