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Muscogee County, GA — Grocery stores Saturation

How many grocery stores exist per person present — residents plus daytime workers — by ZIP code, compared with the U.S. average. Establishment data: Census ZBP 2023. Population: ACS 2024 5-year. 16 ZIP codes analyzed.

Includes: Supermarkets · Grocery stores · Neighborhood food markets. Counted together because official statistics use one 445110 code.

Measured density: Range spans bands — 0.90× the U.S. rate (between 0.90× and 1.10× once withheld ZIP cells are counted)

Why a range: Census does not publish a ZIP-by-industry count when that ZIP has 0–2 businesses. 10 ZIP cells in this county are withheld, 4 of them with residents. Each could hold 0, 1, or 2 businesses: counting them all as 0 gives the low end, counting them all as 2 gives the high end — the data cannot say where the truth sits. The density range uses only the populated cells, since ZIPs without residents are excluded from per-person rates. How ranges work

In line with the U.S. rate   Muscogee County grocery stores — 90–110% of the U.S. rate

36 grocery stores are counted in Muscogee County — 1.4 per 10,000 people present (residents + daytime workers), 90% of the U.S. rate of 1.6.

On the comparable ZIP set (ZIPs with a published count in every year), the total has fallen 13% between 2015 and 2023 (38 → 33). That set is smaller than today's county total. 2020–2021 were pandemic-distorted, and Census rounds counts, so small moves are within noise.

Measured supply density is highest in 31904 (Columbus), 31906 (Columbus), 31909 (Columbus) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 31907 (Columbus), 31903 (Columbus), 31909 (Columbus).

BLS QCEW puts the latest county-wide count (2026 Q1) at 33 establishments, the freshest available signal.

Measured density: Muscogee County sits at 90% of the U.S. rate for grocery stores. 4 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 90% and 110% of the U.S. rate. Why. The highest measured density is in 31904 and 31906; the lowest measured density is in 31907 and 31903.

This is a supply-side read: it counts existing grocery stores and the people present, not foot traffic, income, rent, or whether locals want more. Treat low density as a question to check, not an answer.

Grocery stores
36–56
published count; upper bound counts each withheld ZIP cell as 2 (10 cells) (2023)
Per 10,000 present
1.4
residents + daytime workers
U.S. average
1.6
per 10,000 present
County index
0.90×
vs. U.S.
Latest quarter (QCEW)
33
2026 Q1 — county total
Residents
220,518
10 ZIPs with data
Workers
72,100
jobs located in county

Is the area growing?

Population
201,830
Census PEP, July 1 2024
Change since 2020
−2.5%
−5,185 people
Net migration 2024
−633
international +545, domestic −1,178
Jobs located here
82,452
LODES 2022, −1.0% since 2019

Muscogee County had an estimated 201,830 residents on July 1, 2024 — 2.5% fewer than in 2020 (−5,185). In the latest year it lost 129 people: births minus deaths +504, international migration +545, domestic migration −1,178. Components are published separately and may not sum exactly.

82,452 jobs were located in the county in 2022 (−1.0% since 2019), and 69,665 employed residents lived there (−0.9% since 2019). LODES counts wage and salary jobs covered by unemployment insurance plus federal jobs; it excludes the self-employed and military, and counts jobs rather than unique people. 2019→2022 spans the pandemic, so read it as one change, not a trend.

Population and migration say whether the customer base is growing. They do not say whether people want another business of this type. Definitions and limits →  ·  Full county detail →

ZIP gaining residents
2015–19 → 2020–24
Change

No ZIP had a statistically significant increase.

ZIP losing residents
2015–19 → 2020–24
Change
31905 Fort Benning
−14.6%

ACS 5-year estimates for 2015–2019 and 2020–2024. Only ZIPs with at least 2,000 residents in both windows and a change larger than the survey margin of error (90%) are listed — small ZIPs move a lot on paper without a real signal.

Nonemployer businesses

Not shown. Census publishes grocery stores only combined with convenience stores in this dataset, so a grocery-only nonemployer count is not published.

Census Nonemployer Statistics 2024 (NAICS 2022). We do not approximate this figure.

Saturation map

Each ZIP area is shaded by its density of this business type per person present (residents + workers) vs. the U.S. average. Click any ZIP to zoom to its boundary, see its numbers, and switch to aerial imagery. Individual mapped shops appear as dots at street level — Show locations zooms you in to them (scroll or double-click to zoom).

Basemap:
Under 50% 50–100% 100–150% 150–250% 250%+ 0–2 (not published) / no data ZIP total (dot size) Mapped shop (OpenStreetMap, street level)

Map data © OpenStreetMap contributors, tiles by OpenFreeMap.

White dots are ZIP totals from the official Census count — the bigger the dot, the more grocery stores in that ZIP. They are aggregated, not individual shops. Turquoise dots are individual locations mapped in OpenStreetMap, shown only at street level; they are crowd-sourced and indicative, may be incomplete, and do not equal the official counts. Only the official ZIP totals feed the saturation index.

Market trend — down 13% since 2015

Number of grocery stores in Muscogee County across 2015–2023, on a consistent set of ZIP codes present in every year — so changes are real, not ZIP-boundary artifacts. 2015/2018 are pre-pandemic baselines; 2020/2021 are COVID-distorted.

38
2015
34
2018
32
2020
33
2021
35
2022
33
2023

Highest measured density

ZIP
vs. U.S. average
Index
31904 Columbus
146%
31906 Columbus
115%
31909 Columbus
108%
31903 Columbus
88%
31907 Columbus
80%

Lowest measured density

ZIP
vs. U.S. average
Index
31907 Columbus
80%
31903 Columbus
88%
31909 Columbus
108%
31906 Columbus
115%
31904 Columbus
146%
Low measured density is not evidence of opportunity. A ZIP with few grocery stores may simply lack foot traffic, retail space, or demand. We rank only residential and mixed ZIPs here; employment hubs and visitor destinations are listed separately below. ZIPs where Census did not publish a count (0–2 businesses) are not ranked: they may be the least served of all, but the data cannot tell 0 from 1 or 2. Verify those locally.

Employment hubs & destinations

These ZIPs have far more workers (or visitors) than residents, so their counts are driven by daytime and visitor demand — not a place to read "shortage" from resident numbers alone.

ZIPNeighborhoodType ResidentsWorkersGrocery storesIndex
31901Columbus Employment hub 5,84113,195 3 155%

Scroll the table sideways to see all columns.

All ZIP codes

Click a column header to sort. Index = grocery stores per 10,000 people present (residents + 0.5×workers) ÷ the U.S. average. 100% = exactly average.

ZIPNeighborhood ResidentsWorkersGrocery stores Per 10kIndexStatus
31901Columbus 5,84113,195 3 2.4 155% High density
31904Columbus 35,40517,260 10 2.3 146% Above average
31906Columbus 20,4003,805 4 1.8 115% Above average
31909Columbus 39,36416,182 8 1.7 108% Above average
31903Columbus 20,6442,475 3 1.4 88% Below average
31907Columbus 59,11010,081 8 1.2 80% Below average
31808Fortson 8,893954 0–2 — — Not published
31820Midland 14,0055,491 0–2 — — Not published
31829Upatoi 1,69988 0–2 — — Not published
31902Columbus —4,460 0–2 — — Not published
31905Fort Benning 15,1572,569 0–2 — — Not published
31908Columbus —105 0–2 — — Not published
31914Columbus —45 0–2 — — Not published
31917Columbus —54 0–2 — — Not published
31995Fort Benning —34 0–2 — — Not published
31999Columbus —3,761 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Columbus

The numbers above tell you how the market looks. To find a specific storefront, these marketplaces list available retail space for lease.

LoopNet
Largest commercial marketplace
Browse Columbus retail space →
Crexi
Free listings + market data
Browse Columbus retail space →
CityFeet
Retail space for lease
Browse Columbus retail space →

Open vacancy data (actual empty units) is only published by some cities; where it exists we show it directly. Listings above are third-party.

Census withholds some ZIP-by-industry cells to protect small businesses. 0–2 means the cell was not published (Census publishes industry counts only at 3+ per ZIP), so the ZIP is left unranked rather than counted as zero. ~ means the count is estimated from the broader industry group and can be off by a business or two.

Follow Muscogee County and grocery stores

When a data vintage changes or a section of this report is revised, we post it to a public update feed. No email address, no account, no tracking — and nothing is sent unless something actually changed.

Subscribe to updates (RSS) How these numbers are built →

Methodology & sources

Establishments. U.S. Census ZIP Code Business Patterns (ZBP 2023), NAICS 445110 — supermarkets & other grocery stores. Counts establishments with paid employees. ZBP is published annually with a ~2-year lag.

Fresh county signal. BLS QCEW (quarterly) is newer than ZBP — 2026 Q1 shows 33 establishments county-wide for this industry. It cannot be broken down by ZIP.

Population. U.S. Census American Community Survey 2024 5-year ZCTA population (table B01003). Workers are the ZIP's total employment from the same 2023 ZBP file.

Demand ("people present"). Demand comes from residents and daytime workers: residents + 0.5 × workers. This is the single documented assumption in the model and can be tuned.

Index. index = (ZIP establishments ÷ ZIP demand × 10,000) ÷ the U.S. average for this industry (1.55 per 10,000 present). It is a supply-side density measure; it does not capture income, rent, tourism, or whether locals actually want more.

Read the full methodology →  ·  Data sources & vintages →

BizGapMap — free, no-login small-business saturation reports for major U.S. counties. Built entirely from public U.S. Census, BLS, and IRS data (ZBP 2023, ACS 2024 5-year, PEP 2024, LODES, QCEW, IRS SOI). No forecasts, no revenue guesses — withheld cells are marked, and the few derived counts are labelled as estimates.