Groundwork

Food and drink · Small-town market · Oregon

Fast food and sandwich shops in the Astoria, OR area

How the Astoria, OR area compares with other small-town markets and the U.S. for fast food and sandwich shops: competitors, household spending, official counts and growth.

Groundwork market score · out of 100

Score 42 out of 100: Lower middle

Ranked #348 of 537 scored small-town markets
#10 of 12 scored small-town markets based in Oregon

Listings
26
16 chain locations (62%)
Official establishments
50
All limited-service restaurants · +56.3% since 2019
Household spending a year
$66.9M
On food away from home · $3,718 a household
Spending per listing
$2.6M
16% below the U.S.
Listings per 10k households
14.5
9% above the U.S.
Population, 2025
40,926
−0.6% since 2020

See the fast food and sandwich shops around any address in the Astoria area

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 the Astoria area. 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 26 fast food and sandwich shops in the Astoria area. Of those, 16 are chain locations, or 62%, against 79% across the U.S. Per 10,000 households, that is 14.5, 9% above the U.S. rate of 13.3.

At $3,718 per household (9% below the U.S. average), households in the Astoria area spend about $66.9M a year on food away from home. Spread across 26 fast food and sandwich shops, that is $2.6M per shop, 16% 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.

Official counts show 50 businesses with payroll classed as limited-service restaurants in the Astoria area in 2023, up 56.3% from 2019. That is one for every 360 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. Official counts list 11 one-person businesses without payroll. Since fiscal 2022, 3 SBA-backed loans worth $703K have gone to businesses classed as limited-service restaurants in the Astoria area.

Population estimates put the population change in the Astoria area from 2020 to 2025 at −0.6%, against +3.1% for the U.S. For fast food and sandwich shops, the Astoria area has a Groundwork market score of 42 (lower middle): #348 of 537 scored small-town markets and #10 of 12 scored small-town markets based in Oregon.

How the Astoria area compares

The same measures for Oregon 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 Astoria, OR area compared with Oregon and the U.S.
MeasureAstoria areaOregonU.S.
Listings per 10k households14.511.713.3
Spending per listing$2.6M$3.5M$3.1M
Households per official establishment (all limited-service restaurants)360506478
Official establishment growth, 2019–2023+56.3%+11.0%+6.1%
Population growth, 2020–2025−0.6%+0.7%+3.1%
Spending per household on food away from home$3,718$4,070$4,070
Median household income$71,822$83,011$80,734
Groundwork market score4257

Official counts and lending

Businesses

Official establishments, 2019 to 2023
50All limited-service restaurants · +56.3% over the period
Employees, 2023
890
Annual payroll, 2023
$23.5M
One-person businesses, 2023
11All limited-service restaurants with no payroll
Map listings, September 2026
2616 chain locations
Listings at the U.S. rate for this spending
22The U.S. ratio of listings to household spending, applied here

SBA-backed loans since fiscal 2022

Loans
3
Amount
$703K

SBA-backed loans to businesses classed as limited-service restaurants in the Astoria area, 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 the Astoria area

Population, 2025 estimate
40,926−0.6% since 2020
Households
17,984
Median age
45.7
Homes lived in by their owners
63%
Vehicles per household
1.8
Land area
828 sq. mi.
People per square mile
50
Median household income
$71,822+30.9% vs. 2015–2019, before inflation
Average household income
$97,117
Median home value
$468,300
Jobs located here
17,288
Daytime population
38,525Residents who don’t work, plus everyone whose job is here

Looking at a specific site in the Astoria area?

These figures cover the whole small-town market. 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 the Astoria area. 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 Oregon

Every Oregon market ranked →

The highest-scoring small-town markets in Oregon for fast food and sandwich shops, numbered among those based in Oregon, with the Astoria area marked.

Top small-town markets in Oregon

Small-town markets in Oregon ranked for fast food and sandwich shops by Groundwork market score
MarketScoreListingsPer 10k householdsSpending per listingPopulation growthU.S. rank
1Brookings, OR6676.3$5.6M−3.8%#117 of 537
2Newport, OR65187.8$4.4M+0.3%#128 of 537
3Hermiston-Pendleton, OR654313.0$2.7M+1.8%#135 of 537
4Coos Bay-North Bend, OR613110.8$3.2M−1.5%#166 of 537
5Ontario, OR-ID602512.5$2.7M+5.0%#179 of 537
6Hood River, OR581011.2$3.9M−0.7%#198 of 537
7Roseburg, OR536112.8$2.6M+0.6%#249 of 537
8The Dalles, OR51109.5$3.7M−1.1%#271 of 537
9Klamath Falls, OR494013.8$2.4M+0.9%#285 of 537
10Astoria, OR422614.5$2.6M−0.6%#348 of 537

Other business types in the Astoria area

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

Questions

How many fast food and sandwich shops are in the Astoria, OR area?

The Astoria area has 26 fast food and sandwich shops on map listings as of September 2026. 16 of them (62%) are chain locations. The listings count fast food, sandwich shops, delis and bagel shops. Official counts show 50 businesses with payroll classed as limited-service restaurants in 2023, up 56.3% from 2019. That count covers all limited-service restaurants (pizza places included), not only fast food and sandwich shops. Official counts also show 11 one-person businesses without payroll.

How much do households in the Astoria, OR area spend on food away from home?

About $66.9M a year, or $3,718 per household. That is 9% below the U.S. average (an index of 91, where 100 is the U.S. average). Spread across the 26 fast food and sandwich shops on map listings, it comes to $2.6M 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 17,984 households in the Astoria area and national spending patterns by income.

How does the Astoria, OR area compare with the U.S. for fast food and sandwich shops?

The Astoria area has 14.5 fast food and sandwich shops per 10,000 households, 9% above the U.S. rate of 13.3. Spending per shop is $2.6M, 16% below the U.S. figure of $3.1M. At the national ratio of fast food and sandwich shops to household spending, the Astoria area would have about 22, against 26 on map listings. There is one business with payroll in the industry for every 360 households, against one for every 478 across the U.S. The official count rose 56.3% from 2019 to 2023, against +6.1% for the U.S.

How fast is the Astoria, OR area growing?

Population estimates put the Astoria area at 40,926 people in 2025, down 0.6% since 2020, against +3.1% for the U.S. It has 17,984 households. The median household income in the Astoria area is $71,822 a year, 11% below the U.S. median of $80,734. That rose 30.9% 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. A small-town market is a town of 10,000 to 50,000 people and the county or counties tied to it by commuting. 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. The Astoria area scores 42 for fast food and sandwich shops (lower middle), #348 of 537 scored small-town markets.

How can I see the market around a specific site?

Run a Groundwork site report on an address in the Astoria area. 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 the Astoria area

Screening a site or an acquisition in the Astoria area?

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 the Astoria area. 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.