CityObservatory Storefront Index Each red dot represents one storefront in a cluster of storefronts. See more information in our report.

Click here to select a city ... Akron, OH Albuquerque, NM Atlanta-Sandy Springs-Marietta, GA Austin-Round Rock, TX Baltimore-Towson, MD Birmingham-Hoover, AL Boston-Cambridge-Quincy, MA-NH Buffalo-Niagara Falls, NY Charlotte-Gastonia-Concord, NC-SC Chicago-Naperville-Joliet, IL-IN-WI Cincinnati-Middletown, OH-KY-IN Cleveland-Elyria-Mentor, OH Columbus, OH Dallas-Fort Worth-Arlington, TX Denver-Aurora-Broomfield, CO Detroit-Warren-Livonia, MI Grand Rapids-Wyoming, MI Greensboro-High Point, NC Houston-Sugar Land-Baytown, TX Indianapolis-Carmel, IN Jacksonville, FL Kansas City, MO-KS Las Vegas-Paradise, NV Los Angeles-Long Beach-Santa Ana, CA Louisville-Jefferson County, KY-IN Macon, GA Memphis, TN-MS-AR Miami-Fort Lauderdale-Pompano Beach, FL Milwaukee-Waukesha-West Allis, WI Minneapolis-St. Paul-Bloomington, MN-WI Nashville-Davidson-Murfreesboro-Franklin, TN New Orleans-Metairie-Kenner, LA New York-Northern New Jersey-Long Island, NY-NJ-PA Oklahoma City, OK Orlando-Kissimmee, FL Philadelphia-Camden-Wilmington, PA-NJ-DE-MD Phoenix-Mesa-Scottsdale, AZ Pittsburgh, PA Portland-Vancouver-Beaverton, OR-WA Providence-New Bedford-Fall River, RI-MA Raleigh-Cary, NC Richmond, VA Riverside-San Bernardino-Ontario, CA Rochester, NY Sacramento-Arden-Arcade-Roseville, CA St. Louis, MO-IL Salt Lake City, UT San Antonio, TX San Diego-Carlsbad-San Marcos, CA San Francisco-Oakland-Fremont, CA San Jose-Sunnyvale-Santa Clara, CA Seattle-Tacoma-Bellevue, WA Tampa-St. Petersburg-Clearwater, FL Virginia Beach-Norfolk-Newport News, VA-NC Washington-Arlington-Alexandria, DC-VA-MD-WV