City Survivability Rankings for Salad Shop

StreetSpring's 2026 analysis ranks the top cities for Salad Shops across the US by Survivability Scores. See which cities offer the best chances for a Salad Shop to succeed.

•16 min read

Quick Summary

  • Survivability Score: the projected chance a business type lasts two or more years at a specific address
  • The highest-ranked city for Salad Shop is Charlotte: 84.1% at a good address, 74.5% at a typical address
  • Dallas is left out of this ranking while a gap in its input data is repaired, and San Antonio is left out because it has too few scored locations to rank fairly
  • 8 of 22 analyzed US metros average above 70% for Salad Shop survivability at a typical address
  • The lowest-ranked city is New York City at 76.9%
  • National average chance of lasting two or more years for Salad Shop: 68.3%
  • Data reflects 2026 StreetSpring survivability analysis across 22 US metro areas · Full methodology →

Table of Contents

Summary

According to StreetSpring's 2026 nationwide analysis, Charlotte ranks as the #1 city for opening a Salad Shop in the United States, with an 84.1% chance of lasting two or more years at a good address. Following close behind are Atlanta with 84.1%, and Orlando with 83.7%. Salad Shops sit at a national average of 68.3% survivability across our 22-city analysis, with Charlotte leading the field by a meaningful margin. Location-level factors like visibility, foot traffic, and adjacent tenants can override city-level trends in either direction. These rankings reflect data through early 2026: check StreetSpring for the latest figures before any location decision.

Survivability ranges reflect best and worst storefront conditions within each city. See our full methodology →

Salad Shops city survivability range chart: Charlotte vs New York City (2026)

Best-to-worst Salad Shop survivability within individual metros: Charlotte, Atlanta, San Diego, Boston and New York City. Each box spans the middle of that metro's range; whiskers are its best and worst locations (2026).

All 22 Cities Ranked for Salad Shops

Based on StreetSpring's analysis of 22 major metropolitan areas, these cities offer the strongest prospects for Salad Shops:

#MetroMetro areaChance of lasting two or more years at a good address
1CharlotteCharlotte-Concord-Gastonia, NC-SC84.1%
2AtlantaAtlanta-Sandy Springs-Roswell, GA84.1%
3OrlandoOrlando-Kissimmee-Sanford, FL83.7%
4DenverDenver-Aurora-Centennial, CO83.7%
5HoustonHouston-Pasadena-The Woodlands, TX83.7%
6MinneapolisMinneapolis-St. Paul-Bloomington, MN-WI82.8%
7St. LouisSt. Louis, MO-IL82.8%
8SeattleSeattle-Tacoma-Bellevue, WA82.8%
9Washington DCWashington-Arlington-Alexandria, DC-VA-MD-WV82.3%
10DetroitDetroit-Warren-Dearborn, MI81.8%
11BaltimoreBaltimore-Columbia-Towson, MD81.8%
12San DiegoSan Diego-Chula Vista-Carlsbad, CA81.4%
13ChicagoChicago-Naperville-Elgin, IL-IN81.4%
14MiamiMiami-Fort Lauderdale-West Palm Beach, FL81.4%
15Los AngelesLos Angeles-Long Beach-Anaheim, CA81.4%
16PhiladelphiaPhiladelphia-Camden-Wilmington, PA-NJ-DE-MD81.0%
17PhoenixPhoenix-Mesa-Chandler, AZ81.0%
18PortlandPortland-Vancouver-Hillsboro, OR-WA80.5%
19Tampa BayTampa-St. Petersburg-Clearwater, FL80.0%
20San FranciscoSan Francisco-Oakland-Fremont, CA80.0%
21BostonBoston-Cambridge-Newton, MA-NH78.2%
22New York CityNew York-Newark-Jersey City, NY-NJ76.9%

1. Charlotte Metro: Charlotte-Concord-Gastonia, NC-SC

  • At a good address: 84.1%
  • At a typical address: 74.5%
  • Best scored location: 85.0%
  • Weakest scored location: 49.0%

2. Atlanta Metro: Atlanta-Sandy Springs-Roswell, GA

3. Orlando Metro: Orlando-Kissimmee-Sanford, FL

4. Denver Metro: Denver-Aurora-Centennial, CO

5. Houston Metro: Houston-Pasadena-The Woodlands, TX

6. Minneapolis Metro: Minneapolis-St. Paul-Bloomington, MN-WI

7. St. Louis Metro: St. Louis, MO-IL

8. Seattle Metro: Seattle-Tacoma-Bellevue, WA

9. Washington DC Metro: Washington-Arlington-Alexandria, DC-VA-MD-WV

10. Detroit Metro: Detroit-Warren-Dearborn, MI

11. Baltimore Metro: Baltimore-Columbia-Towson, MD

  • At a good address: 81.8%
  • At a typical address: 68.3%
  • Best scored location: 85.0%
  • Weakest scored location: 49.0%

12. San Diego Metro: San Diego-Chula Vista-Carlsbad, CA

13. Chicago Metro: Chicago-Naperville-Elgin, IL-IN

  • At a good address: 81.4%
  • At a typical address: 65.6%
  • Best scored location: 85.0%
  • Weakest scored location: 49.0%

14. Miami Metro: Miami-Fort Lauderdale-West Palm Beach, FL

15. Los Angeles Metro: Los Angeles-Long Beach-Anaheim, CA

16. Philadelphia Metro: Philadelphia-Camden-Wilmington, PA-NJ-DE-MD

17. Phoenix Metro: Phoenix-Mesa-Chandler, AZ

18. Portland Metro: Portland-Vancouver-Hillsboro, OR-WA

19. Tampa Bay Metro: Tampa-St. Petersburg-Clearwater, FL

20. San Francisco Metro: San Francisco-Oakland-Fremont, CA

21. Boston Metro: Boston-Cambridge-Newton, MA-NH

  • At a good address: 78.2%
  • At a typical address: 63.4%
  • Best scored location: 85.0%
  • Weakest scored location: 49.0%

22. New York City Metro: New York-Newark-Jersey City, NY-NJ

Key Insights

Moderate variation between cities: The difference between the #1 city (Charlotte at 84.1%) and the #22 city (New York City at 76.9%) is 7.20 percentage points. The top two metros for Salad Shops differ by less than a percentage point of 2-year survival. Differences between neighborhoods in one metro are consistently larger.

National average: Across all 22 analyzed cities, the average survivability for a Salad Shop is 68.3%.

What Makes These Cities Stand Out?

The top-ranked cities share several characteristics that favor Salad Shops:

  • Strong survivability signals: Charlotte leads with a 74% average chance of lasting two or more years for Salad Shops: significantly above the national average for this business category.
  • Competition density: The top cities show favorable competitor-to-opportunity ratios for Salad Shops, meaning lower saturation and higher odds of capturing an underserved customer base.
  • Regulatory environment: Top-ranked cities tend to have streamlined commercial permitting and lower business tax burdens relative to their metro size, reducing friction for new operators.
  • Consumer demand signals: StreetSpring's data captures competitor review velocity, spending patterns, and demographic fit, all pointing toward sustained demand for Salad Shops in these markets.

The data behind these rankings comes from our proprietary AI models, trained on millions of real-world business outcomes across the U.S. Our platform has analyzed hundreds of thousands of business outcomes across major U.S. metros. These insights come from StreetSpring's exclusive, in-house forecasting models.

City-specific guides: For detailed neighborhood-level analysis, explore our city guides:

National guides:

How current is this ranking?

Rankings are updated quarterly. The current data reflects StreetSpring's 2026 analysis, with the next full dataset refresh scheduled for Q3 2026. As market conditions shift across major metros, individual city scores can move meaningfully between updates: particularly for Salad Shops, where local competition density and consumer spending patterns respond quickly to new entrants and neighborhood change. For the most current score at any specific address, use StreetSpring's live survivability tool rather than the static ranking above.

Can a Salad Shop succeed in cities not ranked in the top 10?

Yes, our top 10 ranking reflects cities with the strongest average conditions, but lower-ranked metros can still contain exceptional individual neighborhoods. Many operators successfully open Salad Shops in cities that don't appear in our top 10. Salad Shops in particular can find strong performance in secondary markets where the right demographic concentration, household income, and limited direct competition within walking distance align, even outside our highest-ranked cities. StreetSpring's neighborhood-level data surfaces these pockets of opportunity in every city we analyze, regardless of where the city as a whole ranks nationally.

What tools can help me choose the right city for a Salad Shop?

StreetSpring's Survivability Score tool provides address-level predictions for Salad Shops across all 22 metros we track. For this category specifically, the model reads competition density, the consumer spending index for Salad Shops, and Census neighborhood characteristics such as the housing vacancy rate, and turns them into the projected chance that a Salad Shop lasts two or more years at a given address. You can check any specific address before signing a lease and compare multiple neighborhoods side by side to identify the highest-survivability site within your target city.

Try the Survivability Score tool →

Which US city has the best survivability for Salad Shops?

Charlotte ranks as the #1 city in the US for Salad Shops survivability in StreetSpring's 2026 analysis, with an average 74% chance of lasting two or more years. This means that across well-selected neighborhoods in Charlotte, a Salad Shop has approximately a 74% chance of still operating after two years, above the national average for this category. Atlanta ranks second, followed by Orlando. The full ranking reflects data across 22 major US metro areas: see the complete list above for all scores and neighborhood-level links.

Last reviewed: October 2026 by Robert Koons, Founder & CEO, StreetSpring

Technical note: Aggregated national survivability rankings across all 24 metros are available in machine-readable format for research and integration purposes.

View national technical data

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

Methodology: Each metro's figures pool the scored locations in its published neighborhoods. Metros are ranked the way the national data file ranks them, on the chance of lasting two or more years at a good address; the typical-address figure is shown alongside. Coverage includes 22 major US metropolitan areas: Charlotte, Atlanta, Orlando, Denver, Houston, Minneapolis, St. Louis, Seattle, Washington DC, Detroit, Baltimore, San Diego, Chicago, Miami, Los Angeles, Philadelphia, Phoenix, Portland, Tampa Bay, San Francisco, Boston, New York City. 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.