National Neighborhood Survivability Rankings for South African Restaurant

Name: National Neighborhood Survivability Dataset: South African Restaurants (2026)
Creator: StreetSpring
Published: 2026-04-28T00:00:00-05:00
License: https://creativecommons.org/licenses/by/4.0/

StreetSpring's 2026 nationwide analysis ranks the top neighborhoods across the 24 US metros in this ranking for South African Restaurants. See which neighborhoods offer the highest Survivability Scores.

April 28, 2026•20 min read

Of all neighborhoods across the US analyzed in 2026, Platt Park in Denver offers the highest survivability for South African Restaurant operators on Best: 89.8%. The top 25 neighborhoods nationwide span 10 different cities, demonstrating that exceptional opportunities for South African Restaurants exist across diverse markets. The best survivability data for any individual location is always StreetSpring's most recent live analysis, which reflects the current competitive landscape at your exact address.

To understand the methodology behind these rankings, see our detailed guide: Survivability Score: How We Calculate It & Why It Matters.

Last reviewed: 2026-11-04 by Robert Koons, Founder & CEO, StreetSpring

Quick Summary

Survivability Score: the projected chance a business type lasts two or more years at a specific address

#1 Neighborhood: Platt Park, Denver: 89.8% Best for South African Restaurant

Best, Typical and Worst: Best is the average chance of lasting two or more years for the better of two addresses picked at random in the neighborhood, in a smaller space; Typical is the average address; Worst is the same for the worse of two, in a larger space. The ranking orders on Best

Ranked neighborhoods: 1,947 across 24 major US cities

Average across the 1,947 ranked neighborhoods: 67.8% Typical for South African Restaurants

Top-25 average: 85.3% Typical, 17.5 points above the average across all ranked neighborhoods

Data current as of: 2026 · Full methodology →

How neighborhoods compare nationwide
Top 25 neighborhoods in the US
Geographic patterns
How to use this ranking
Related resources
Frequently asked questions

How do neighborhoods compare across the United States for South African Restaurants?

Across 1,947 ranked neighborhoods in 24 major US cities, StreetSpring's 2026 data shows the top 25 neighborhoods for South African Restaurants averaging 85.3% survivability at a typical address, against 67.8% for the average across the 1,947 ranked neighborhoods.

This 17.5-point gap is the distance between those two averages, both at a typical address. It compares projections for neighborhoods; the projection for any one storefront is made at its own address.

What the top neighborhoods for South African Restaurants have in common, compared with the average across the 1,947 ranked neighborhoods, is not simply higher foot traffic: it is a favorable ratio of consumer spending on this category to competitive supply. The 17.5-point gap at a typical address lines up with structural conditions: the right consumer demographics, manageable competition density, and mobility patterns that route target customers past the storefront. The models behind these rankings are trained on millions of real commercial outcomes, not simulated data or market proxies.

Importantly, top-performing neighborhoods aren't concentrated in just a few cities. The top 25 neighborhoods represent 10 different cities. This means entrepreneurs focused on South African Restaurants can find exceptional opportunities across the United States, not just in traditionally strong markets.

The right location can make a business; the wrong one can break it.

What are the best neighborhoods in the United States to open a South African Restaurant?

The first, middle and last neighborhood in the table below, with the same three figures the table prints from each metro file: the box runs from the lowest to the highest address, and the white line is the typical address. Platt Park, Denver leads at 89.8% Best in 2026. Full methodology →

The top 25 neighborhoods nationwide for South African Restaurants are:

Neighborhoods are ordered on Best, the figure the ranking in each metro file uses.

Rank	Neighborhood	City	Tier	Best	Typical	Worst
1	Platt Park	Denver	Great	89.82%	88.2%	85.8%
2	Colonial Town Center	Orlando	Great	89.80%	87.3%	84.2%
2	U Street Corridor	Washington DC	Great	89.80%	87.2%	83.9%
4	LeDroit Park	Washington DC	Great	89.71%	87.3%	84.4%
5	Blandtown	Atlanta	Great	89.70%	87.2%	84.1%
6	Lacy	Los Angeles	Great	89.59%	86.3%	82.6%
7	Shaw	Washington DC	Great	89.56%	85.8%	81.7%
8	Truxton Circle	Washington DC	Great	89.55%	85.6%	81.2%
9	Heritage Eagle Bend	Denver	Great	89.41%	86.8%	83.9%
9	Palmer Square	Chicago	Great	89.41%	86.5%	83.3%
11	South Orange	Orlando	Good	89.38%	86.7%	83.7%
12	Pleasant Plains	Washington DC	Great	89.35%	85.1%	80.5%
13	City Park West	Denver	Great	89.28%	86.7%	83.9%
14	Jefferson Park	Denver	Great	89.18%	85.5%	81.6%
15	Fairfax	Los Angeles	Great	89.14%	83.7%	78.2%
16	Bloomingdale	Washington DC	Great	89.12%	84.0%	78.8%
17	Eckington	Washington DC	Great	89.08%	84.1%	79.0%
18	Edgewood	Washington DC	Great	89.01%	84.9%	80.7%
19	Northwest Everett	Seattle	Great	88.92%	84.0%	79.1%
20	Highland	Denver	Great	88.76%	84.0%	79.2%
21	University Park	Los Angeles	Great	88.70%	82.2%	76.9%
22	Lake Ridge	Miami	Great	88.68%	82.8%	77.5%
23	Midtown	Houston	Great	88.67%	83.2%	77.9%
24	Whiteoak	Charlotte	Great	88.62%	84.8%	81.0%
24	Woodland	Seattle	Great	88.62%	83.6%	78.6%

Best and Worst are the average results for the better and the worse of two addresses picked at random in the neighborhood: a weighted average of every scored location in which the best locations count the most for Best and the weakest count the most for Worst. Typical is the average address. Best is shown for a smaller space (half the standard size) and Worst for a larger one (half again as large), at the metro's median asking rent, using the same rent rule as our tool; Typical is at the market rent. Best is shown to two decimals in this table so that places with the same one-decimal figure can be told apart.

Top-ranked neighborhoods contain their own variation; a single block difference can shift survivability meaningfully, which is why address-level scoring matters.

For a full explanation of how survivability scores and ranges are calculated, see Survivability Score: How We Calculate It & Why It Matters.

What patterns emerge from the top-performing neighborhoods nationwide?

City Concentration

The top 25 neighborhoods span 10 different cities, with Washington DC claiming 8 of the top spots (32%).

Breakdown of top 25 neighborhoods by city:

Washington DC: 8 neighborhoods (32% of top 25): View city guide
Denver: 5 neighborhoods (20% of top 25): View city guide
Los Angeles: 3 neighborhoods (12% of top 25): View city guide
Orlando: 2 neighborhoods (8% of top 25): View city guide
Seattle: 2 neighborhoods (8% of top 25): View city guide
Atlanta: 1 neighborhood (4% of top 25): View city guide
Chicago: 1 neighborhood (4% of top 25): View city guide
Miami: 1 neighborhood (4% of top 25): View city guide
Houston: 1 neighborhood (4% of top 25): View city guide
Charlotte: 1 neighborhood (4% of top 25): View city guide

This distribution has practical implications for South African Restaurants operators: cities with multiple neighborhoods in the top 25 offer more site options within a single market, reducing relocation or expansion cost. Cities with a single top-25 neighborhood require more precise site selection: the advantage is concentrated in one area rather than spread across the metro.

The relatively even distribution of top neighborhoods across the 10 cities represented in the top 25 is consistent with a category where consumer demand is broadly distributed rather than concentrated in specific metros. For South African Restaurants operators, this means strong site opportunities exist in multiple markets: the key variable is neighborhood-level competitive conditions rather than city-level market size.

How can I use this neighborhood ranking to find the best location for a South African Restaurant?

While nationwide neighborhood rankings identify standout markets, address-level analysis reveals even greater variation. StreetSpring's AI models project the survivability of businesses across the ranked neighborhoods of major U.S. metros, so agents and entrepreneurs can check an address before opening day. Even within top-ranked neighborhoods, the lowest and highest address can sit several points apart, as the Best and Worst columns of the table show.

For the most accurate assessment:

Consider neighborhoods in the top 25 as strong starting points
Examine city-specific guides for additional neighborhood options in your target markets
Use StreetSpring's address-level tool to evaluate specific storefronts within these neighborhoods
Factor in your budget, operational requirements, and target demographics

Each neighborhood has detailed analysis available through its city guide, providing block-by-block survivability data for South African Restaurants.

See also: Best Cities for South African Restaurant: our city-level comparison ranks which metros offer the strongest overall conditions for South African Restaurants.

Explore top cities represented in these neighborhoods:

National city rankings: Best cities for South African Restaurants

Essential resources:

Frequently Asked Questions

How should a landlord use this ranking when evaluating tenants for South African Restaurants?

Landlords can use this national neighborhood ranking to assess whether their property is in a location favorable to South African Restaurants, and by extension, how likely a South African Restaurant tenant is to maintain long-term occupancy. If your property is in one of the top 25 neighborhoods, South African Restaurants represent a strong tenant category. If not, StreetSpring's address-level tool will show the survivability score for your specific address and which tenant types score highest there.

What is the typical survivability range for South African Restaurants in top neighborhoods?

The top 25 neighborhoods nationwide for South African Restaurants average 85.3% survivability at a typical address. The average across the 1,947 ranked neighborhoods is 67.8%, also at a typical address. The gap between the two is 17.5 points. Each neighborhood's Best, Typical and Worst are in the table above.

Where can I download the underlying data?

How does StreetSpring calculate survivability for South African Restaurants specifically?

StreetSpring's model calculates survivability for South African Restaurants by analyzing the competitive density of existing South African Restaurants within each distance band around the address, the projected consumer spending on South African Restaurants in that location, the housing vacancy rate and business mix around the site, and hundreds of additional factors. The resulting survivability score reflects the estimated probability of a new South African Restaurant surviving two or more years at that specific address.

How can I compare specific addresses within these top neighborhoods?

StreetSpring's address-level tool allows you to input any commercial address and see predicted survivability for South African Restaurants. Even within the top-ranked neighborhoods, survivability varies meaningfully by block: address-level scoring is the most precise way to evaluate a specific site.

Can a South African Restaurant succeed in neighborhoods outside the top 25?

Yes, the top 25 neighborhoods represent standout conditions, but South African Restaurants can achieve strong survivability in many other neighborhoods as well. What matters is finding a location where competitive density is low enough and consumer spending is strong enough to support the business. StreetSpring's address-level tool identifies high-survivability addresses in any neighborhood, including those not represented in this top-25 list.

How do I interpret a survivability score?

A survivability score represents the estimated probability that a business of a specific type will still be operating at a given location after 2 years. A score of 80% means StreetSpring's model predicts an 80% chance of the business surviving past the 2-year mark at that address. Scores are calculated at the address level and reflect competitive density, consumer spending patterns, and hundreds of additional factors.

What is the difference between city-level and neighborhood-level survivability rankings for South African Restaurants?

City-level rankings reflect average survivability for South African Restaurants across all neighborhoods in a given city: useful for identifying which cities offer the best overall conditions. Neighborhood-level rankings go deeper, showing which specific neighborhoods within those cities rank highest. StreetSpring's address-level tool adds a third layer, scoring individual storefronts within any neighborhood.

Technical note: Aggregated national survivability rankings across the metros in this ranking are available in machine-readable format for research and integration purposes.

View national technical data

The table above reproduces from these metro files, one per city: Denver, Orlando, Washington DC, Atlanta, Los Angeles, Chicago, Seattle, Miami, Houston, Charlotte.

StreetSpring recalculates survivability using the latest competitive, demographic, and walkability data, so the live score may differ from the static ranges shown here.

Methodology: Neighborhoods are ranked on Best, as each metro file publishes it. The typical address: the average Survivability Score for South African Restaurants across the scored locations within each neighborhood, as its metro file publishes it. The average across all ranked neighborhoods is the plain mean of those figures, not the national average on the city ranking, which averages metros. Rankings represent neighborhood-level conditions but do not account for block-by-block variation. Coverage includes 1947 neighborhoods across 24 major US cities. StreetSpring scores 500+ business types: 153 base business types, most of them at 5 price points, which is 569 type-and-price combinations you can choose in the tool.

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