NeurNEUR
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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.

Crowded

Coffee shops & cafés · Richardson, Texas

Richardson already has more coffee shops & cafés per person than the rest of Texas

There are roughly 30 more than the state rate predicts. A crowded city can still hold a better operator, but the report should show you where the gaps inside it are before you sign anything.

210.9% 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. Richardson58 of them · 118,269 people · 3 ZIP codes
    49.0
  2. Dallas County669 of them · 2,604,053 people
    25.7
  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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