{
  "question": "In the last two weeks, did this business use Artificial Intelligence (AI) in any of its business functions?",
  "source": "US Census Bureau, Business Trends and Outlook Survey",
  "source_url": "https://www.census.gov/hfp/btos/data_downloads",
  "latest": {
    "smpdt": "202620",
    "collection_start": "2026-09-21",
    "collection_end": "2026-10-04",
    "reference_start": "2026-09-07",
    "reference_end": "2026-09-20",
    "published": "2026-10-08"
  },
  "window": [
    {
      "smpdt": "202620",
      "collection_start": "2026-09-21",
      "collection_end": "2026-10-04",
      "reference_start": "2026-09-07",
      "reference_end": "2026-09-20",
      "published": "2026-10-08"
    },
    {
      "smpdt": "202619",
      "collection_start": "2026-09-07",
      "collection_end": "2026-09-20",
      "reference_start": "2026-08-24",
      "reference_end": "2026-09-06",
      "published": "2026-09-24"
    },
    {
      "smpdt": "202618",
      "collection_start": "2026-08-24",
      "collection_end": "2026-09-06",
      "reference_start": "2026-08-10",
      "reference_end": "2026-08-23",
      "published": "2026-09-10"
    },
    {
      "smpdt": "202617",
      "collection_start": "2026-08-10",
      "collection_end": "2026-08-23",
      "reference_start": "2026-07-27",
      "reference_end": "2026-08-09",
      "published": "2026-08-27"
    },
    {
      "smpdt": "202616",
      "collection_start": "2026-07-27",
      "collection_end": "2026-08-09",
      "reference_start": "2026-07-13",
      "reference_end": "2026-07-26",
      "published": "2026-08-13"
    },
    {
      "smpdt": "202615",
      "collection_start": "2026-07-13",
      "collection_end": "2026-07-26",
      "reference_start": "2026-06-29",
      "reference_end": "2026-07-12",
      "published": "2026-07-30"
    }
  ],
  "tn": {
    "avg": 21.3,
    "latest": 22.7,
    "plan_latest": 27.7,
    "rank": 24,
    "ranked_of": 47
  },
  "us": {
    "avg": 22.8,
    "latest": 23.8,
    "plan_latest": 27.7
  },
  "neighbors": [
    {
      "code": "AL",
      "name": "Alabama",
      "avg": 18.7,
      "latest": 20.9,
      "rank": 42
    },
    {
      "code": "AR",
      "name": "Arkansas",
      "avg": 20.5,
      "latest": 23.0,
      "rank": 30
    },
    {
      "code": "GA",
      "name": "Georgia",
      "avg": 25.4,
      "latest": 25.1,
      "rank": 8
    },
    {
      "code": "KY",
      "name": "Kentucky",
      "avg": 21.9,
      "latest": 25.0,
      "rank": 21
    },
    {
      "code": "MO",
      "name": "Missouri",
      "avg": 21.1,
      "latest": 22.9,
      "rank": 27
    },
    {
      "code": "MS",
      "name": "Mississippi",
      "avg": 16.0,
      "latest": 12.9,
      "rank": 47
    },
    {
      "code": "NC",
      "name": "North Carolina",
      "avg": 23.6,
      "latest": 23.6,
      "rank": 14
    },
    {
      "code": "TN",
      "name": "Tennessee",
      "avg": 21.3,
      "latest": 22.7,
      "rank": 24
    },
    {
      "code": "VA",
      "name": "Virginia",
      "avg": 24.2,
      "latest": 24.3,
      "rank": 13
    }
  ],
  "states": [
    {
      "code": "AL",
      "name": "Alabama",
      "avg": 18.7,
      "latest": 20.9,
      "rank": 42
    },
    {
      "code": "AK",
      "name": "Alaska",
      "avg": 17.3,
      "latest": 23.1,
      "rank": 45
    },
    {
      "code": "AZ",
      "name": "Arizona",
      "avg": 26.6,
      "latest": 29.5,
      "rank": 5
    },
    {
      "code": "AR",
      "name": "Arkansas",
      "avg": 20.5,
      "latest": 23.0,
      "rank": 30
    },
    {
      "code": "CA",
      "name": "California",
      "avg": 24.2,
      "latest": 25.7,
      "rank": 12
    },
    {
      "code": "CO",
      "name": "Colorado",
      "avg": 27.4,
      "latest": 25.7,
      "rank": 4
    },
    {
      "code": "CT",
      "name": "Connecticut",
      "avg": 19.2,
      "latest": 22.1,
      "rank": 38
    },
    {
      "code": "DE",
      "name": "Delaware",
      "avg": 28.0,
      "latest": 27.7,
      "rank": 3
    },
    {
      "code": "DC",
      "name": "District of Columbia",
      "avg": 33.6,
      "latest": 43.9,
      "rank": 1
    },
    {
      "code": "FL",
      "name": "Florida",
      "avg": 26.5,
      "latest": 27.8,
      "rank": 6
    },
    {
      "code": "GA",
      "name": "Georgia",
      "avg": 25.4,
      "latest": 25.1,
      "rank": 8
    },
    {
      "code": "HI",
      "name": "Hawaii",
      "avg": 21.0,
      "latest": 24.5,
      "rank": 28
    },
    {
      "code": "ID",
      "name": "Idaho",
      "avg": 23.3,
      "latest": 17.9,
      "rank": 15
    },
    {
      "code": "IL",
      "name": "Illinois",
      "avg": 21.5,
      "latest": 23.4,
      "rank": 22
    },
    {
      "code": "IN",
      "name": "Indiana",
      "avg": 20.2,
      "latest": 20.5,
      "rank": 32
    },
    {
      "code": "IA",
      "name": "Iowa",
      "avg": 18.6,
      "latest": 17.4,
      "rank": 44
    },
    {
      "code": "KS",
      "name": "Kansas",
      "avg": 20.7,
      "latest": 24.3,
      "rank": 29
    },
    {
      "code": "KY",
      "name": "Kentucky",
      "avg": 21.9,
      "latest": 25.0,
      "rank": 21
    },
    {
      "code": "LA",
      "name": "Louisiana",
      "avg": 19.0,
      "latest": 17.9,
      "rank": 40
    },
    {
      "code": "ME",
      "name": "Maine",
      "avg": 19.6,
      "latest": 24.3,
      "rank": 36
    },
    {
      "code": "MD",
      "name": "Maryland",
      "avg": 22.3,
      "latest": 21.0,
      "rank": 20
    },
    {
      "code": "MA",
      "name": "Massachusetts",
      "avg": 23.1,
      "latest": 26.0,
      "rank": 16
    },
    {
      "code": "MI",
      "name": "Michigan",
      "avg": 21.2,
      "latest": 22.1,
      "rank": 25
    },
    {
      "code": "MN",
      "name": "Minnesota",
      "avg": 24.8,
      "latest": 25.1,
      "rank": 10
    },
    {
      "code": "MS",
      "name": "Mississippi",
      "avg": 16.0,
      "latest": 12.9,
      "rank": 47
    },
    {
      "code": "MO",
      "name": "Missouri",
      "avg": 21.1,
      "latest": 22.9,
      "rank": 27
    },
    {
      "code": "MT",
      "name": "Montana",
      "avg": 21.2,
      "latest": 20.4,
      "rank": 26
    },
    {
      "code": "NE",
      "name": "Nebraska",
      "avg": 20.2,
      "latest": 25.5,
      "rank": 33
    },
    {
      "code": "NV",
      "name": "Nevada",
      "avg": 25.2,
      "latest": 29.1,
      "rank": 9
    },
    {
      "code": "NH",
      "name": "New Hampshire",
      "avg": 20.3,
      "latest": 23.3,
      "rank": 31
    },
    {
      "code": "NJ",
      "name": "New Jersey",
      "avg": 18.7,
      "latest": 22.4,
      "rank": 43
    },
    {
      "code": "NM",
      "name": "New Mexico",
      "avg": 19.7,
      "latest": 27.7,
      "rank": 35
    },
    {
      "code": "NY",
      "name": "New York",
      "avg": 17.0,
      "latest": 18.1,
      "rank": 46
    },
    {
      "code": "NC",
      "name": "North Carolina",
      "avg": 23.6,
      "latest": 23.6,
      "rank": 14
    },
    {
      "code": "ND",
      "name": "North Dakota",
      "avg": null,
      "latest": 15.0
    },
    {
      "code": "OH",
      "name": "Ohio",
      "avg": 21.4,
      "latest": 20.5,
      "rank": 23
    },
    {
      "code": "OK",
      "name": "Oklahoma",
      "avg": 19.0,
      "latest": 21.4,
      "rank": 41
    },
    {
      "code": "OR",
      "name": "Oregon",
      "avg": 22.9,
      "latest": 21.4,
      "rank": 18
    },
    {
      "code": "PA",
      "name": "Pennsylvania",
      "avg": 19.8,
      "latest": 21.6,
      "rank": 34
    },
    {
      "code": "RI",
      "name": "Rhode Island",
      "avg": null,
      "latest": 19.0
    },
    {
      "code": "SC",
      "name": "South Carolina",
      "avg": 23.0,
      "latest": 20.4,
      "rank": 17
    },
    {
      "code": "SD",
      "name": "South Dakota",
      "avg": 22.4,
      "latest": 20.7,
      "rank": 19
    },
    {
      "code": "TN",
      "name": "Tennessee",
      "avg": 21.3,
      "latest": 22.7,
      "rank": 24
    },
    {
      "code": "TX",
      "name": "Texas",
      "avg": 24.5,
      "latest": 25.7,
      "rank": 11
    },
    {
      "code": "UT",
      "name": "Utah",
      "avg": 30.1,
      "latest": 34.8,
      "rank": 2
    },
    {
      "code": "VT",
      "name": "Vermont",
      "avg": 19.2,
      "latest": 22.3,
      "rank": 39
    },
    {
      "code": "VA",
      "name": "Virginia",
      "avg": 24.2,
      "latest": 24.3,
      "rank": 13
    },
    {
      "code": "WA",
      "name": "Washington",
      "avg": 26.2,
      "latest": 26.0,
      "rank": 7
    },
    {
      "code": "WV",
      "name": "West Virginia",
      "avg": null,
      "latest": null
    },
    {
      "code": "WI",
      "name": "Wisconsin",
      "avg": 19.5,
      "latest": 19.7,
      "rank": 37
    },
    {
      "code": "WY",
      "name": "Wyoming",
      "avg": null,
      "latest": null
    }
  ],
  "history": [
    {
      "smpdt": "202524",
      "collection_start": "2025-11-17",
      "collection_end": "2025-11-30",
      "tn": 20.4,
      "us": 17.3
    },
    {
      "smpdt": "202525",
      "collection_start": "2025-12-01",
      "collection_end": "2025-12-14",
      "tn": 17.4,
      "us": 17.2
    },
    {
      "smpdt": "202526",
      "collection_start": "2025-12-15",
      "collection_end": "2025-12-28",
      "tn": 16.3,
      "us": 17.8
    },
    {
      "smpdt": "202601",
      "collection_start": "2025-12-29",
      "collection_end": "2026-01-11",
      "tn": 13.4,
      "us": 17.7
    },
    {
      "smpdt": "202602",
      "collection_start": "2026-01-12",
      "collection_end": "2026-01-25",
      "tn": 17.0,
      "us": 18.2
    },
    {
      "smpdt": "202603",
      "collection_start": "2026-01-26",
      "collection_end": "2026-02-08",
      "tn": 17.4,
      "us": 18.9
    },
    {
      "smpdt": "202604",
      "collection_start": "2026-02-09",
      "collection_end": "2026-02-22",
      "tn": 19.7,
      "us": 17.5
    },
    {
      "smpdt": "202605",
      "collection_start": "2026-02-23",
      "collection_end": "2026-03-08",
      "tn": 20.0,
      "us": 18.2
    },
    {
      "smpdt": "202606",
      "collection_start": "2026-03-09",
      "collection_end": "2026-03-22",
      "tn": 18.8,
      "us": 18.9
    },
    {
      "smpdt": "202607",
      "collection_start": "2026-03-23",
      "collection_end": "2026-04-05",
      "tn": 15.8,
      "us": 19.1
    },
    {
      "smpdt": "202608",
      "collection_start": "2026-04-06",
      "collection_end": "2026-04-19",
      "tn": 21.3,
      "us": 19.8
    },
    {
      "smpdt": "202609",
      "collection_start": "2026-04-20",
      "collection_end": "2026-05-03",
      "tn": 13.4,
      "us": 19.8
    },
    {
      "smpdt": "202610",
      "collection_start": "2026-05-04",
      "collection_end": "2026-05-17",
      "tn": 20.0,
      "us": 19.5
    },
    {
      "smpdt": "202611",
      "collection_start": "2026-05-18",
      "collection_end": "2026-05-31",
      "tn": 19.2,
      "us": 20.6
    },
    {
      "smpdt": "202612",
      "collection_start": "2026-06-01",
      "collection_end": "2026-06-14",
      "tn": 18.2,
      "us": 20.6
    },
    {
      "smpdt": "202613",
      "collection_start": "2026-06-15",
      "collection_end": "2026-06-28",
      "tn": 17.2,
      "us": 20.6
    },
    {
      "smpdt": "202614",
      "collection_start": "2026-06-29",
      "collection_end": "2026-07-12",
      "tn": 20.4,
      "us": 21.7
    },
    {
      "smpdt": "202615",
      "collection_start": "2026-07-13",
      "collection_end": "2026-07-26",
      "tn": 17.8,
      "us": 21.5
    },
    {
      "smpdt": "202616",
      "collection_start": "2026-07-27",
      "collection_end": "2026-08-09",
      "tn": 22.6,
      "us": 21.8
    },
    {
      "smpdt": "202617",
      "collection_start": "2026-08-10",
      "collection_end": "2026-08-23",
      "tn": 21.2,
      "us": 22.4
    },
    {
      "smpdt": "202618",
      "collection_start": "2026-08-24",
      "collection_end": "2026-09-06",
      "tn": 23.1,
      "us": 23.2
    },
    {
      "smpdt": "202619",
      "collection_start": "2026-09-07",
      "collection_end": "2026-09-20",
      "tn": 20.3,
      "us": 23.8
    },
    {
      "smpdt": "202620",
      "collection_start": "2026-09-21",
      "collection_end": "2026-10-04",
      "tn": 22.7,
      "us": 23.8
    }
  ],
  "sector_latest": [
    {
      "code": "11",
      "name": "Agriculture, forestry, fishing and hunting",
      "value": 9.5
    },
    {
      "code": "21",
      "name": "Mining and oil and gas",
      "value": 13.0
    },
    {
      "code": "22",
      "name": "Utilities",
      "value": 16.7
    },
    {
      "code": "23",
      "name": "Construction",
      "value": 17.2
    },
    {
      "code": "31",
      "name": "Manufacturing",
      "value": 20.8
    },
    {
      "code": "42",
      "name": "Wholesale trade",
      "value": 21.6
    },
    {
      "code": "44",
      "name": "Retail trade",
      "value": 16.8
    },
    {
      "code": "48",
      "name": "Transportation and warehousing",
      "value": 10.5
    },
    {
      "code": "51",
      "name": "Information",
      "value": 50.2
    },
    {
      "code": "52",
      "name": "Finance and insurance",
      "value": 40.1
    },
    {
      "code": "53",
      "name": "Real estate and rental and leasing",
      "value": 30.8
    },
    {
      "code": "54",
      "name": "Professional, scientific and technical services",
      "value": 42.7
    },
    {
      "code": "55",
      "name": "Management of companies",
      "value": 23.2
    },
    {
      "code": "56",
      "name": "Administrative and support services",
      "value": 21.7
    },
    {
      "code": "61",
      "name": "Educational services",
      "value": 39.9
    },
    {
      "code": "62",
      "name": "Health care and social assistance",
      "value": 24.8
    },
    {
      "code": "71",
      "name": "Arts, entertainment and recreation",
      "value": 16.8
    },
    {
      "code": "72",
      "name": "Accommodation and food services",
      "value": 10.1
    },
    {
      "code": "81",
      "name": "Other services",
      "value": 12.7
    }
  ],
  "size_latest": [
    {
      "code": "A",
      "name": "1 to 4 employees",
      "value": 23.9
    },
    {
      "code": "B",
      "name": "5 to 9",
      "value": 21.5
    },
    {
      "code": "C",
      "name": "10 to 19",
      "value": 22.4
    },
    {
      "code": "D",
      "name": "20 to 49",
      "value": 24.8
    },
    {
      "code": "E",
      "name": "50 to 99",
      "value": 29.2
    },
    {
      "code": "F",
      "name": "100 to 249",
      "value": 36.4
    },
    {
      "code": "G",
      "name": "250 or more",
      "value": 36.5
    }
  ],
  "notes": "Census does not publish current Tennessee estimates by sector or firm size; those cuts are national.",
  "fetched_at": "2026-10-21T02:16:44Z"
}