{
  "meta": {
    "snapshotId": "us-fast-food-2026-09-08-v1",
    "countryCode": "US",
    "exportedAt": "2026-09-08T20:54:21.887638+00:00",
    "scope": "50-states-and-dc",
    "methodologyVersion": "official-domain-name-three-categories-state-scope-outlet-dedup-v1",
    "temporaryClosurePolicy": "Include temporarily closed restaurants, disclose the flag count; permanently closed and publicly suppressed listings are excluded. Counts do not mean open today.",
    "deduplication": "official outlet paths where unambiguous, then normalized address plus rounded coordinates; fallback address/state/city",
    "selection": "McDonald’s, Burger King, Taco Bell and Subway only; not an all-fast-food census",
    "pageId": "taco-bell",
    "title": "Taco Bell locations in the United States by state",
    "url": "https://www.spherescout.io/en/studies/united-states/fast-food/brands/taco-bell/",
    "selectedBrandIds": [
      "taco-bell"
    ],
    "selectedTotal": 8334,
    "temporaryIncluded": 42,
    "populationYear": 2025,
    "countScope": "Four selected chains across the 50 states and Washington, DC.",
    "formatColumns": "Formats partition their parent brand; do not add format counts to brand totals."
  },
  "brands": [
    {
      "id": "taco-bell",
      "name": "Taco Bell",
      "total": 8334,
      "states": {
        "AK": 14,
        "AL": 173,
        "AR": 128,
        "AZ": 203,
        "CA": 891,
        "CO": 171,
        "CT": 55,
        "DC": 6,
        "DE": 20,
        "FL": 489,
        "GA": 281,
        "HI": 30,
        "IA": 57,
        "ID": 37,
        "IL": 306,
        "IN": 276,
        "KS": 99,
        "KY": 175,
        "LA": 138,
        "MA": 87,
        "MD": 108,
        "ME": 22,
        "MI": 365,
        "MN": 103,
        "MO": 243,
        "MS": 90,
        "MT": 27,
        "NC": 279,
        "ND": 13,
        "NE": 46,
        "NH": 20,
        "NJ": 129,
        "NM": 63,
        "NV": 86,
        "NY": 285,
        "OH": 432,
        "OK": 137,
        "OR": 128,
        "PA": 224,
        "RI": 17,
        "SC": 131,
        "SD": 18,
        "TN": 271,
        "TX": 749,
        "UT": 75,
        "VA": 233,
        "VT": 5,
        "WA": 157,
        "WI": 152,
        "WV": 76,
        "WY": 14
      },
      "temporaryIncluded": 42,
      "temporaryByState": {
        "VA": 3,
        "WA": 2,
        "NC": 5,
        "IN": 0,
        "MI": 3,
        "CO": 1,
        "TN": 2,
        "CA": 4,
        "OH": 1,
        "NY": 1,
        "TX": 1,
        "FL": 2,
        "IL": 0,
        "KS": 0,
        "HI": 0,
        "MN": 0,
        "NV": 0,
        "OR": 0,
        "PA": 1,
        "MD": 6,
        "AL": 2,
        "AZ": 1,
        "NJ": 1,
        "KY": 2,
        "ME": 0,
        "GA": 0,
        "AR": 0,
        "OK": 0,
        "MO": 0,
        "NH": 0,
        "LA": 0,
        "ID": 0,
        "MS": 1,
        "CT": 0,
        "WI": 1,
        "UT": 0,
        "SC": 1,
        "WV": 0,
        "SD": 0,
        "IA": 0,
        "MA": 0,
        "WY": 0,
        "MT": 0,
        "NM": 1,
        "NE": 0,
        "DE": 0,
        "RI": 0,
        "AK": 0,
        "ND": 0,
        "DC": 0,
        "VT": 0
      },
      "sourceIds": [
        "taco-bell-locator"
      ],
      "audit": {
        "identityCandidates": 8683,
        "beforeDedup": 8368,
        "retained": 8334,
        "nameAndDomain": 8237,
        "withoutWebsite": 67,
        "validCoordinates": 8334,
        "withState": 8334,
        "withCounty": 8334,
        "withCity": 8334,
        "temporaryIncluded": 42,
        "nonVenueOrDepartmentExcluded": 50,
        "closedOrSuppressed": 218,
        "nameOnly": 93,
        "domainOnly": 4,
        "activityUnconfirmedExcluded": 43,
        "duplicatesRemoved": 34,
        "officialUrlDuplicates": 31,
        "ancillaryExcluded": 4
      },
      "lastSeenMonths": {
        "2026-09": 670,
        "2026-08": 7214,
        "2026-07": 77,
        "2026-06": 168,
        "2026-05": 68,
        "2026-04": 137
      }
    }
  ],
  "states": [
    {
      "code": "AL",
      "name": "Alabama",
      "fips": "01",
      "population": 5193088,
      "counts": [
        173
      ],
      "total": 173,
      "locationsPer100000": 3.331351211456459
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    {
      "code": "AK",
      "name": "Alaska",
      "fips": "02",
      "population": 737270,
      "counts": [
        14
      ],
      "total": 14,
      "locationsPer100000": 1.8988972832205298
    },
    {
      "code": "AZ",
      "name": "Arizona",
      "fips": "04",
      "population": 7623818,
      "counts": [
        203
      ],
      "total": 203,
      "locationsPer100000": 2.662707845334188
    },
    {
      "code": "AR",
      "name": "Arkansas",
      "fips": "05",
      "population": 3114791,
      "counts": [
        128
      ],
      "total": 128,
      "locationsPer100000": 4.109424998338572
    },
    {
      "code": "CA",
      "name": "California",
      "fips": "06",
      "population": 39355309,
      "counts": [
        891
      ],
      "total": 891,
      "locationsPer100000": 2.2639893387700245
    },
    {
      "code": "CO",
      "name": "Colorado",
      "fips": "08",
      "population": 6012561,
      "counts": [
        171
      ],
      "total": 171,
      "locationsPer100000": 2.84404598972052
    },
    {
      "code": "CT",
      "name": "Connecticut",
      "fips": "09",
      "population": 3688496,
      "counts": [
        55
      ],
      "total": 55,
      "locationsPer100000": 1.4911226689685986
    },
    {
      "code": "DE",
      "name": "Delaware",
      "fips": "10",
      "population": 1059952,
      "counts": [
        20
      ],
      "total": 20,
      "locationsPer100000": 1.886877896357571
    },
    {
      "code": "DC",
      "name": "District of Columbia",
      "fips": "11",
      "population": 693645,
      "counts": [
        6
      ],
      "total": 6,
      "locationsPer100000": 0.8649957831455571
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    {
      "code": "FL",
      "name": "Florida",
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      "population": 23462518,
      "counts": [
        489
      ],
      "total": 489,
      "locationsPer100000": 2.084175279055726
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    {
      "code": "GA",
      "name": "Georgia",
      "fips": "13",
      "population": 11302748,
      "counts": [
        281
      ],
      "total": 281,
      "locationsPer100000": 2.486121074273265
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    {
      "code": "HI",
      "name": "Hawaii",
      "fips": "15",
      "population": 1432820,
      "counts": [
        30
      ],
      "total": 30,
      "locationsPer100000": 2.0937731187448527
    },
    {
      "code": "ID",
      "name": "Idaho",
      "fips": "16",
      "population": 2029733,
      "counts": [
        37
      ],
      "total": 37,
      "locationsPer100000": 1.8228998592425705
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    {
      "code": "IL",
      "name": "Illinois",
      "fips": "17",
      "population": 12719141,
      "counts": [
        306
      ],
      "total": 306,
      "locationsPer100000": 2.405822846055406
    },
    {
      "code": "IN",
      "name": "Indiana",
      "fips": "18",
      "population": 6973333,
      "counts": [
        276
      ],
      "total": 276,
      "locationsPer100000": 3.957935179633613
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    {
      "code": "IA",
      "name": "Iowa",
      "fips": "19",
      "population": 3238387,
      "counts": [
        57
      ],
      "total": 57,
      "locationsPer100000": 1.760135524259454
    },
    {
      "code": "KS",
      "name": "Kansas",
      "fips": "20",
      "population": 2977220,
      "counts": [
        99
      ],
      "total": 99,
      "locationsPer100000": 3.325249729613532
    },
    {
      "code": "KY",
      "name": "Kentucky",
      "fips": "21",
      "population": 4606864,
      "counts": [
        175
      ],
      "total": 175,
      "locationsPer100000": 3.7986795355799523
    },
    {
      "code": "LA",
      "name": "Louisiana",
      "fips": "22",
      "population": 4618189,
      "counts": [
        138
      ],
      "total": 138,
      "locationsPer100000": 2.9881843293983854
    },
    {
      "code": "ME",
      "name": "Maine",
      "fips": "23",
      "population": 1414874,
      "counts": [
        22
      ],
      "total": 22,
      "locationsPer100000": 1.5549087763291995
    },
    {
      "code": "MD",
      "name": "Maryland",
      "fips": "24",
      "population": 6265347,
      "counts": [
        108
      ],
      "total": 108,
      "locationsPer100000": 1.723767255029929
    },
    {
      "code": "MA",
      "name": "Massachusetts",
      "fips": "25",
      "population": 7154084,
      "counts": [
        87
      ],
      "total": 87,
      "locationsPer100000": 1.2160886005811506
    },
    {
      "code": "MI",
      "name": "Michigan",
      "fips": "26",
      "population": 10127884,
      "counts": [
        365
      ],
      "total": 365,
      "locationsPer100000": 3.6039117351660033
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    {
      "code": "MN",
      "name": "Minnesota",
      "fips": "27",
      "population": 5830405,
      "counts": [
        103
      ],
      "total": 103,
      "locationsPer100000": 1.766601119476263
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    {
      "code": "MS",
      "name": "Mississippi",
      "fips": "28",
      "population": 2954160,
      "counts": [
        90
      ],
      "total": 90,
      "locationsPer100000": 3.046551303923958
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    {
      "code": "MO",
      "name": "Missouri",
      "fips": "29",
      "population": 6270541,
      "counts": [
        243
      ],
      "total": 243,
      "locationsPer100000": 3.8752637132904484
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    {
      "code": "MT",
      "name": "Montana",
      "fips": "30",
      "population": 1144694,
      "counts": [
        27
      ],
      "total": 27,
      "locationsPer100000": 2.358708965015978
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    {
      "code": "NE",
      "name": "Nebraska",
      "fips": "31",
      "population": 2018006,
      "counts": [
        46
      ],
      "total": 46,
      "locationsPer100000": 2.279477860819046
    },
    {
      "code": "NV",
      "name": "Nevada",
      "fips": "32",
      "population": 3282188,
      "counts": [
        86
      ],
      "total": 86,
      "locationsPer100000": 2.6202033521541117
    },
    {
      "code": "NH",
      "name": "New Hampshire",
      "fips": "33",
      "population": 1415342,
      "counts": [
        20
      ],
      "total": 20,
      "locationsPer100000": 1.4130860244379095
    },
    {
      "code": "NJ",
      "name": "New Jersey",
      "fips": "34",
      "population": 9548215,
      "counts": [
        129
      ],
      "total": 129,
      "locationsPer100000": 1.3510378641452878
    },
    {
      "code": "NM",
      "name": "New Mexico",
      "fips": "35",
      "population": 2125498,
      "counts": [
        63
      ],
      "total": 63,
      "locationsPer100000": 2.964011257597043
    },
    {
      "code": "NY",
      "name": "New York",
      "fips": "36",
      "population": 20002427,
      "counts": [
        285
      ],
      "total": 285,
      "locationsPer100000": 1.424827097231751
    },
    {
      "code": "NC",
      "name": "North Carolina",
      "fips": "37",
      "population": 11197968,
      "counts": [
        279
      ],
      "total": 279,
      "locationsPer100000": 2.4915234621138405
    },
    {
      "code": "ND",
      "name": "North Dakota",
      "fips": "38",
      "population": 799358,
      "counts": [
        13
      ],
      "total": 13,
      "locationsPer100000": 1.626305109850655
    },
    {
      "code": "OH",
      "name": "Ohio",
      "fips": "39",
      "population": 11900510,
      "counts": [
        432
      ],
      "total": 432,
      "locationsPer100000": 3.630096525274967
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    {
      "code": "OK",
      "name": "Oklahoma",
      "fips": "40",
      "population": 4123288,
      "counts": [
        137
      ],
      "total": 137,
      "locationsPer100000": 3.322591097202039
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    {
      "code": "OR",
      "name": "Oregon",
      "fips": "41",
      "population": 4273586,
      "counts": [
        128
      ],
      "total": 128,
      "locationsPer100000": 2.995142720890606
    },
    {
      "code": "PA",
      "name": "Pennsylvania",
      "fips": "42",
      "population": 13059432,
      "counts": [
        224
      ],
      "total": 224,
      "locationsPer100000": 1.7152353946174688
    },
    {
      "code": "RI",
      "name": "Rhode Island",
      "fips": "44",
      "population": 1114521,
      "counts": [
        17
      ],
      "total": 17,
      "locationsPer100000": 1.525318948678401
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    {
      "code": "SC",
      "name": "South Carolina",
      "fips": "45",
      "population": 5570274,
      "counts": [
        131
      ],
      "total": 131,
      "locationsPer100000": 2.351769410265994
    },
    {
      "code": "SD",
      "name": "South Dakota",
      "fips": "46",
      "population": 935094,
      "counts": [
        18
      ],
      "total": 18,
      "locationsPer100000": 1.9249401664431598
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    {
      "code": "TN",
      "name": "Tennessee",
      "fips": "47",
      "population": 7315076,
      "counts": [
        271
      ],
      "total": 271,
      "locationsPer100000": 3.7046778461358434
    },
    {
      "code": "TX",
      "name": "Texas",
      "fips": "48",
      "population": 31709821,
      "counts": [
        749
      ],
      "total": 749,
      "locationsPer100000": 2.3620442385972473
    },
    {
      "code": "UT",
      "name": "Utah",
      "fips": "49",
      "population": 3538904,
      "counts": [
        75
      ],
      "total": 75,
      "locationsPer100000": 2.119300212721227
    },
    {
      "code": "VT",
      "name": "Vermont",
      "fips": "50",
      "population": 644663,
      "counts": [
        5
      ],
      "total": 5,
      "locationsPer100000": 0.7755990339138433
    },
    {
      "code": "VA",
      "name": "Virginia",
      "fips": "51",
      "population": 8880107,
      "counts": [
        233
      ],
      "total": 233,
      "locationsPer100000": 2.623842257756579
    },
    {
      "code": "WA",
      "name": "Washington",
      "fips": "53",
      "population": 8001020,
      "counts": [
        157
      ],
      "total": 157,
      "locationsPer100000": 1.9622498131488237
    },
    {
      "code": "WV",
      "name": "West Virginia",
      "fips": "54",
      "population": 1766147,
      "counts": [
        76
      ],
      "total": 76,
      "locationsPer100000": 4.303152568840533
    },
    {
      "code": "WI",
      "name": "Wisconsin",
      "fips": "55",
      "population": 5972787,
      "counts": [
        152
      ],
      "total": 152,
      "locationsPer100000": 2.5448756166928437
    },
    {
      "code": "WY",
      "name": "Wyoming",
      "fips": "56",
      "population": 588753,
      "counts": [
        14
      ],
      "total": 14,
      "locationsPer100000": 2.377907203869874
    }
  ],
  "sources": [
    {
      "id": "taco-bell-locator",
      "label": "Taco Bell US restaurant directory",
      "url": "https://locations.tacobell.com/",
      "date": "2026-09-08",
      "count": 8269
    }
  ],
  "geography": {
    "populationYear": 2025,
    "boundaryYear": 2025,
    "scope": "50-states-and-dc",
    "projection": "CONUS Albers EPSG5070; Alaska EPSG3338 and Hawaii EPSG26904 rescaled insets",
    "insets": "Alaska and Hawaii inset, not to common scale; outlying Hawaiian islands omitted visually",
    "sources": {
      "boundaries": {
        "url": "https://www2.census.gov/geo/tiger/GENZ2025/shp/cb_2025_us_state_20m.zip",
        "sha256": "9340b6d995e971b2b4230518f4fa85e6cd9e7fe6811afabc90a6a8b1191530f6"
      },
      "population": {
        "url": "https://www2.census.gov/programs-surveys/popest/datasets/2020-2025/state/totals/NST-EST2025-ALLDATA.csv",
        "sha256": "92188e29cb0a67dcf95afa7d6c47359409782f086478b70ea4128eb70e223ca9"
      }
    }
  },
  "quality": {
    "unlocated": 0,
    "duplicatesRemoved": 124,
    "excludedOutsideStateScope": 237,
    "outsideScopeExplanation": "Candidate exclusions include missing state, territories, and other non-US state codes; no out-of-scope records are included in the geographic totals."
  }
}
