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Atlantic County, NJ — Coffee shops Saturation

How many coffee shops 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. 30 ZIP codes analyzed.

Includes: Coffee shops · Espresso bars · Boba / bubble tea shops · Juice & smoothie bars · Ice cream & frozen yogurt shops. Counted together because official statistics use one 722515 code.

Measured density: Range spans bands — 1.31× the U.S. rate (between 1.31× and 1.68× 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. 17 ZIP cells in this county are withheld, 13 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

Range spans the U.S. rate   Atlantic County coffee shops — 131–168% of the U.S. rate

90 coffee shops are counted in Atlantic County — 2.7 per 10,000 people present (residents + daytime workers), 131% of the U.S. rate of 2.1.

On the comparable ZIP set (ZIPs with a published count in every year), the total has risen 27% between 2015 and 2023 (52 → 66). 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 08402 (Margate City), 08203 (Brigantine), 08221 (Linwood) — well above the national rate. On measured density alone, the lowest-density residential ZIPs with a published count are 08234 (Egg Harbor Township), 08232 (Pleasantville), 08205 (Absecon).

BLS QCEW puts the latest county-wide count (2026 Q1) at 94 establishments, the freshest available signal.

Measured density: Atlantic County sits at 131% of the U.S. rate for coffee shops. 13 ZIPs with population have no published count (each 0–2 businesses), so the true per-capita rate is between 131% and 168% of the U.S. rate. Why. The highest measured density is in 08402 and 08203; the lowest measured density is in 08234 and 08232.

This is a supply-side read: it counts existing coffee shops 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.

Coffee shops
90–124
published count; upper bound counts each withheld ZIP cell as 2 (17 cells) (2023)
Per 10,000 present
2.7
residents + daytime workers
U.S. average
2.1
per 10,000 present
County index
1.31×
vs. U.S.
Latest quarter (QCEW)
94
2026 Q1 — county total
Residents
273,874
26 ZIPs with data
Workers
107,989
jobs located in county

Is the area growing?

Population
279,114
Census PEP, July 1 2024
Change since 2020
+1.8%
+4,918 people
Net migration 2024
+2,406
international +2,418, domestic −12
Jobs located here
119,880
LODES 2022, −5.1% since 2019

Atlantic County had an estimated 279,114 residents on July 1, 2024 — 1.8% more than in 2020 (+4,918). In the latest year it gained 2,177 people: births minus deaths −233, international migration +2,418, domestic migration −12. Components are published separately and may not sum exactly.

119,880 jobs were located in the county in 2022 (−5.1% since 2019), and 127,211 employed residents lived there (−1.9% 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
08234 Egg Harbor Township
+13.6%
08205 Absecon
+8.9%
08330 Mays Landing
+8.8%
ZIP losing residents
2015–19 → 2020–24
Change
08203 Brigantine
−13.1%
08402 Margate City
−12.7%
08406 Ventnor City
−11.1%

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 (no paid employees)

Nonemployer businesses
18
no paid employees (2024)
Receipts
$860K
published gross receipts
Receipts per business
$48K
gross, not profit

Census Nonemployer Statistics counts businesses with no paid employees — a separate universe from the employer establishments counted above; a business is in one or the other, never both. They are not storefronts by definition: many are home-based, mobile, or part-time.

We show them beside the density index, not inside it. In categories such as nail and beauty salons, child care, and pet care, one-person businesses can outnumber employer establishments, so the employer-only count understates how many businesses exist. That is not evidence of higher demand.

Receipts are gross revenue reported for these businesses — not profit, and not the size of the local market. Census publishes this only at county level, so it is not shown on the ZIP map. See methodology.

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 coffee shops 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 — up 27% since 2015

Number of coffee shops in Atlantic 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.

52
2015
61
2018
57
2020
60
2021
56
2022
66
2023

Highest measured density

ZIP
vs. U.S. average
Index
08402 Margate City
550%
08203 Brigantine
461%
08221 Linwood
290%
08244 Somers Point
286%
08225 Northfield
275%
08201 Absecon
201%
08406 Ventnor City
150%
08330 Mays Landing
141%
08037 Hammonton
117%
08401 Atlantic City
107%
08205 Absecon
107%
08232 Pleasantville
84%
08234 Egg Harbor Township
60%

Lowest measured density

ZIP
vs. U.S. average
Index
08234 Egg Harbor Township
60%
08232 Pleasantville
84%
08205 Absecon
107%
08401 Atlantic City
107%
08037 Hammonton
117%
08330 Mays Landing
141%
08406 Ventnor City
150%
08201 Absecon
201%
08225 Northfield
275%
08244 Somers Point
286%
08221 Linwood
290%
08203 Brigantine
461%
08402 Margate City
550%
Low measured density is not evidence of opportunity. A ZIP with few coffee shops 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.

All ZIP codes

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

ZIPNeighborhood ResidentsWorkersCoffee shops Per 10kIndexStatus
08402Margate City 5,2341,640 7 11.6 550% Very high density
08203Brigantine 7,6741,148 8 9.7 461% Very high density
08221Linwood 6,9922,431 5 6.1 290% Very high density
08244Somers Point 10,6595,312 8 6.0 286% Very high density
08225Northfield 8,4563,856 6 5.8 275% Very high density
08201Absecon 10,4122,777 5 4.2 201% High density
08406Ventnor City 8,9721,034 3 3.2 150% High density
08330Mays Landing 29,9727,578 10 3.0 141% Above average
08037Hammonton 23,5149,841 7 2.5 117% Above average
08401Atlantic City 38,92537,456 13 2.3 107% Above average
08205Absecon 28,8774,601 7 2.2 107% Above average
08232Pleasantville 19,8875,456 4 1.8 84% Below average
08234Egg Harbor Township 47,33916,947 7 1.3 60% Below average
08213Cologne —117 0–2 — — Not published
08215Egg Harbor City 13,5453,543 0–2 — — Not published
08217Elwood 4437 0–2 — — Not published
08220Leeds Point —65 0–2 — — Not published
08240Pomona 2,6482,504 0–2 — — Not published
08241Port Republic 1,07664 0–2 — — Not published
08310Buena 968907 0–2 — — Not published
08317Dorothy 1,24696 0–2 — — Not published
08319Estell Manor 1,20588 0–2 — — Not published
08326Landisville 1,435175 0–2 — — Not published
08340Milmay 72569 0–2 — — Not published
08341Minotola 2,101118 0–2 — — Not published
08342Mizpah —6 0–2 — — Not published
08346Newtonville 28346 0–2 — — Not published
08350Richland 639193 0–2 — — Not published
08403Longport 1,04672 0–2 — — Not published
08405Atlantic City —252 0–2 — — Not published

Scroll the table sideways to see all columns.

Find an actual space in Atlantic City

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 Atlantic City retail space →
Crexi
Free listings + market data
Browse Atlantic City retail space →
CityFeet
Retail space for lease
Browse Atlantic City 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 Atlantic County and coffee shops

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 722515 — snack & non-alcoholic beverage bars (incl. coffee shops). 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 94 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 (2.10 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.