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Is my city already full of these?

Pick a business type and a city. Neur compares how many of them your city has per 100,000 people with your county, the rest of your state and the country, from the Census Bureau’s Business Patterns. Free, instant, no sign-up.

Typical supply

Coffee shops & cafés · Wichita Falls, Texas

Wichita Falls has about as many coffee shops & cafés per person as the rest of Texas

Supply matches demand at the city level. The decision comes down to the neighborhood: the report maps every competitor and the zones where demand is highest.

75.5% of the state rate for the city. Below 65% counts as underserved, above 135% as crowded. City: Census Business Patterns 2023 by ZIP code, summed over the ZIPs inside the city limits; county: County Business Patterns 2022; ACS 5-year population.

  1. Wichita Falls18 of them · 102,558 people · 7 ZIP codes
    17.6
  2. Wichita County27 of them · 129,584 people
    20.8
  3. Texas6,800 statewide
    23.3
  4. United States78,856 nationwide
    23.8
Establishments per 100,000 residents. One scale, city in blue.

How to read it

Fewer per person than the state is a sign of room, more is a sign of a crowd. Neither decides anything on its own: a city can be crowded on average and have a neighborhood with nothing, and a thin city can be thin because nobody there wants one. That is what the paid report checks.

Writers and chambers: you are welcome to cite these numbers with a link to this page. The state rankings are at neur.co/data and the embeddable widget is at neur.co/embed.

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