{
  "citation": "Aly (2026). The Tech Creator Index 2026. aly.bio/index/2026. Data CC BY 4.0. Cite each number's original source first.",
  "edition": "2026",
  "licence": {
    "name": "CC BY 4.0",
    "url": "https://creativecommons.org/licenses/by/4.0/"
  },
  "pending": [
    {
      "note": "Being re-measured with 10 public pages per platform. It joins this page when the run is done.",
      "stat": 12
    }
  ],
  "publishedOn": "2026-10-10",
  "rows": [
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2005",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2485100
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2006",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2615834
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2007",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2633956
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2008",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2559006
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2009",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2406259
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2010",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2473934
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2011",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2550495
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2012",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2550198
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2013",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2591539
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2014",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2691040
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2015",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2795897
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2016",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 2948338
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2017",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 3182674
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2018",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 3486829
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2019",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 3498990
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2020",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 4356498
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2021",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 5390816
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2022",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 5062563
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2023",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 5469302
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2024",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 5224176
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications",
      "geo": "US",
      "period": "2025",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 5671836
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications, January to August",
      "geo": "US",
      "period": "2025",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 3826844
    },
    {
      "badge": "Measured",
      "caveat": "An application is not a business: many never open. The count began in 2005.",
      "computed_by_aly": "Sum of monthly applications, not seasonally adjusted (series BABATOTALNSAUS)",
      "figure": "Business applications, January to August",
      "geo": "US",
      "period": "2026",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 1,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 4345310
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2015",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 191089
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2016",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 190214
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2017",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 183648
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2018",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 198316
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2019",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 181563
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2020",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 163172
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2021",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 192022
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2022",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 199210
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2023",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 194605
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2024",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 190410
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "New employer businesses (entrants)",
      "geo": "Canada",
      "period": "2025",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 181263
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "Business openings, including re-openings",
      "geo": "Canada",
      "period": "2019",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 508627
    },
    {
      "badge": "Measured",
      "caveat": "Counts only businesses with a payroll, so it can't be compared with US applications. Experimental series.",
      "computed_by_aly": "Sum of monthly entrants and openings, business sector, seasonally adjusted",
      "figure": "Business openings, including re-openings",
      "geo": "Canada",
      "period": "2025",
      "source": "Statistics Canada",
      "source_published": "28 Sep 2026",
      "source_title": "Table 33-10-0270-01, business openings and closures",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=3310027001",
      "stat": 1,
      "strength": "Primary (official, experimental series)",
      "unit": "businesses",
      "value": 539909
    },
    {
      "badge": "Measured",
      "caveat": "",
      "computed_by_aly": "Share of high-propensity applications (BAHBATOTALNSAUS) in all applications (BABATOTALNSAUS), annual sums",
      "figure": "High-propensity business applications (likely to hire)",
      "geo": "US",
      "period": "2019",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 2,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 1316191
    },
    {
      "badge": "Measured",
      "caveat": "",
      "computed_by_aly": "Share of high-propensity applications (BAHBATOTALNSAUS) in all applications (BABATOTALNSAUS), annual sums",
      "figure": "High-propensity share of applications",
      "geo": "US",
      "period": "2019",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 2,
      "strength": "Primary (official statistics)",
      "unit": "percent",
      "value": 37.6
    },
    {
      "badge": "Measured",
      "caveat": "",
      "computed_by_aly": "Share of high-propensity applications (BAHBATOTALNSAUS) in all applications (BABATOTALNSAUS), annual sums",
      "figure": "High-propensity business applications (likely to hire)",
      "geo": "US",
      "period": "2025",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 2,
      "strength": "Primary (official statistics)",
      "unit": "applications",
      "value": 1708842
    },
    {
      "badge": "Measured",
      "caveat": "",
      "computed_by_aly": "Share of high-propensity applications (BAHBATOTALNSAUS) in all applications (BABATOTALNSAUS), annual sums",
      "figure": "High-propensity share of applications",
      "geo": "US",
      "period": "2025",
      "source": "US Census Bureau",
      "source_published": "11 Sep 2026",
      "source_title": "Business Formation Statistics",
      "source_url": "https://www.census.gov/econ/bfs/index.html",
      "stat": 2,
      "strength": "Primary (official statistics)",
      "unit": "percent",
      "value": 30.1
    },
    {
      "badge": "Measured",
      "caveat": "A count of all businesses, not of new ones. Businesses with over $30,000 in revenue, counted by location.",
      "computed_by_aly": "Non-employer share of all businesses (33-10-1175-01 over both tables)",
      "figure": "Businesses with employees",
      "geo": "Canada",
      "period": "June 2026",
      "source": "Statistics Canada",
      "source_published": "14 Aug 2026",
      "source_title": "Canadian Business Counts, June 2026",
      "source_url": "https://www150.statcan.gc.ca/n1/daily-quotidien/260814/dq260814d-eng.htm",
      "stat": 2,
      "strength": "Primary (official statistics)",
      "unit": "businesses",
      "value": 1366418
    },
    {
      "badge": "Measured",
      "caveat": "A count of all businesses, not of new ones. Businesses with over $30,000 in revenue, counted by location.",
      "computed_by_aly": "Non-employer share of all businesses (33-10-1175-01 over both tables)",
      "figure": "Businesses without employees, revenue over $30,000",
      "geo": "Canada",
      "period": "June 2026",
      "source": "Statistics Canada",
      "source_published": "14 Aug 2026",
      "source_title": "Canadian Business Counts, June 2026",
      "source_url": "https://www150.statcan.gc.ca/n1/daily-quotidien/260814/dq260814d-eng.htm",
      "stat": 2,
      "strength": "Primary (official statistics)",
      "unit": "businesses",
      "value": 3782386
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2019",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6182.5
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2020",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6282
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2021",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6116
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2022",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6654.5
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2023",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6682.7
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2024",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6821.5
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, incorporated",
      "geo": "US",
      "period": "2025",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 6936.5
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2019",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9539.6
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2020",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9253
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2021",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9956.5
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2022",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9873.6
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2023",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9728.2
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2024",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9920
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Self-employed, unincorporated",
      "geo": "US",
      "period": "2025",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 9835.8
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2019",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 157538.1
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2020",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 147794.8
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2021",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 152580.7
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2022",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 158291.1
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2023",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 161036.6
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2024",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 161345.5
    },
    {
      "badge": "Measured",
      "caveat": "Main job only, so side hustles aren't counted. The 2025 average covers 11 months: the series has no October 2025 estimate.",
      "computed_by_aly": "Annual average of monthly, not seasonally adjusted series LNU02048984, LNU02027714 and LNU02000000",
      "figure": "Employed, all",
      "geo": "US",
      "period": "2025",
      "source": "US Bureau of Labor Statistics",
      "source_published": "data to Sep 2026, read 10 Oct 2026",
      "source_title": "Current Population Survey",
      "source_url": "https://fred.stlouisfed.org/series/LNU02048984",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 163493
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2019",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1292.5
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2020",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1211
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2021",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1204.6
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2022",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1215.4
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2023",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1276.2
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2024",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1293.7
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, incorporated",
      "geo": "Canada",
      "period": "2025",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1314.3
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2019",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1497.9
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2020",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1499
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2021",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1429.2
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2022",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1401.2
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2023",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1363.1
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2024",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1366
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Self-employed, unincorporated",
      "geo": "Canada",
      "period": "2025",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 1378.7
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2019",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 19070.8
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2020",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 18068.5
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2021",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 18964.1
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2022",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 19739.5
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2023",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 20334.8
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2024",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 20730.5
    },
    {
      "badge": "Measured",
      "caveat": "The share was 16.1% in 2000. Solo workers with no paid help barely moved.",
      "computed_by_aly": "Incorporated and unincorporated, with and without paid help, summed",
      "figure": "Employed, all",
      "geo": "Canada",
      "period": "2025",
      "source": "Statistics Canada",
      "source_published": "9 Jan 2026",
      "source_title": "Labour Force Survey, table 14-10-0027-01",
      "source_url": "https://www150.statcan.gc.ca/t1/tbl1/en/tv.action?pid=1410002701",
      "stat": 3,
      "strength": "Primary (official statistics)",
      "unit": "people (thousands)",
      "value": 21028.7
    },
    {
      "badge": "Projection",
      "caveat": "Brand money for sponsored content only: no affiliate, subscriptions, tips or merch. 2025 was projected in November 2025.",
      "computed_by_aly": "",
      "figure": "Creator ad spend",
      "geo": "US",
      "period": "2021",
      "source": "IAB",
      "source_published": "20 Nov 2025",
      "source_title": "2025 Creator Economy Ad Spend & Strategy Report",
      "source_url": "https://www.iab.com/insights/2025-creator-economy-ad-spend-strategy-report/",
      "stat": 4,
      "strength": "Secondary (trade-body model and buyer survey)",
      "unit": "USD billions",
      "value": 13.9
    },
    {
      "badge": "Projection",
      "caveat": "Brand money for sponsored content only: no affiliate, subscriptions, tips or merch. 2025 was projected in November 2025.",
      "computed_by_aly": "",
      "figure": "Creator ad spend",
      "geo": "US",
      "period": "2024",
      "source": "IAB",
      "source_published": "20 Nov 2025",
      "source_title": "2025 Creator Economy Ad Spend & Strategy Report",
      "source_url": "https://www.iab.com/insights/2025-creator-economy-ad-spend-strategy-report/",
      "stat": 4,
      "strength": "Secondary (trade-body model and buyer survey)",
      "unit": "USD billions",
      "value": 29.5
    },
    {
      "badge": "Projection",
      "caveat": "Brand money for sponsored content only: no affiliate, subscriptions, tips or merch. 2025 was projected in November 2025.",
      "computed_by_aly": "",
      "figure": "Creator ad spend",
      "geo": "US",
      "period": "2025",
      "source": "IAB",
      "source_published": "20 Nov 2025",
      "source_title": "2025 Creator Economy Ad Spend & Strategy Report",
      "source_url": "https://www.iab.com/insights/2025-creator-economy-ad-spend-strategy-report/",
      "stat": 4,
      "strength": "Secondary (trade-body model and buyer survey)",
      "unit": "USD billions",
      "value": 37
    },
    {
      "badge": "Projection",
      "caveat": "Brand money for sponsored content only: no affiliate, subscriptions, tips or merch. 2025 was projected in November 2025.",
      "computed_by_aly": "",
      "figure": "Creator ad spend",
      "geo": "US",
      "period": "2026",
      "source": "IAB",
      "source_published": "20 Nov 2025",
      "source_title": "2025 Creator Economy Ad Spend & Strategy Report",
      "source_url": "https://www.iab.com/insights/2025-creator-economy-ad-spend-strategy-report/",
      "stat": 4,
      "strength": "Secondary (trade-body model and buyer survey)",
      "unit": "USD billions",
      "value": 44
    },
    {
      "badge": "Measured",
      "caveat": "Includes record labels and media companies, not only independent creators.",
      "computed_by_aly": "",
      "figure": "YouTube payouts to creators, artists and media companies",
      "geo": "Global",
      "period": "2021–2025",
      "source": "YouTube",
      "source_published": "21 Jan 2026",
      "source_title": "Neal Mohan's 2026 letter to creators",
      "source_url": "https://www.tubefilter.com/2026/01/21/neal-mohans-2026-letter-to-creators-a-lot-of-ai-a-tiktok-shop-competitor-and-beautifully-produced-tv-to-compete-with-netflix/",
      "stat": 5,
      "strength": "Primary (company disclosure), via Tubefilter",
      "unit": "USD billions",
      "value": 100
    },
    {
      "badge": "Measured",
      "caveat": "How sponsorships are detected isn't disclosed.",
      "computed_by_aly": "",
      "figure": "Sponsored YouTube videos",
      "geo": "Global",
      "period": "H1 2025",
      "source": "Gospel Stats",
      "source_published": "22 Oct 2025",
      "source_title": "YouTube Sponsorship Landscape Report",
      "source_url": "https://www.tubefilter.com/2025/10/22/gospel-stats-youtube-sponsorship-landscape-report/",
      "stat": 6,
      "strength": "Vendor data, via Tubefilter",
      "unit": "videos",
      "value": 65759
    },
    {
      "badge": "Measured",
      "caveat": "How sponsorships are detected isn't disclosed.",
      "computed_by_aly": "",
      "figure": "Sponsored YouTube videos, change on H1 2024",
      "geo": "Global",
      "period": "H1 2025",
      "source": "Gospel Stats",
      "source_published": "22 Oct 2025",
      "source_title": "YouTube Sponsorship Landscape Report",
      "source_url": "https://www.tubefilter.com/2025/10/22/gospel-stats-youtube-sponsorship-landscape-report/",
      "stat": 6,
      "strength": "Vendor data, via Tubefilter",
      "unit": "percent",
      "value": 54
    },
    {
      "badge": "Measured",
      "caveat": "The top 100 brands per industry, by CreatorIQ's own earned-media model.",
      "computed_by_aly": "",
      "figure": "Creators working with software and tech brands, change on 2024",
      "geo": "Global",
      "period": "2025",
      "source": "CreatorIQ",
      "source_published": "25 Feb 2026",
      "source_title": "2025 Creator Economy Report: Top Industries, Hottest Brands",
      "source_url": "https://www.creatoriq.com/blog/creator-economy-top-brands-2025",
      "stat": 7,
      "strength": "Vendor data",
      "unit": "percent",
      "value": 134
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Programs listed",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 173
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 45
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools: AI video",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 13
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools: AI voice & audio",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 10
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools: AI writing & research",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 7
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools: AI automation & agents",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 6
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools: AI coding & dev tools",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 5
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "AI tools: AI image & design",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 4
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Pay on renewals (3 payments or more)",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 104
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Pays for: One payment",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 51
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Pays for: 3 to 36 months",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 55
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Pays for: Recurring or lifetime",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 49
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Pays for: Not stated",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 18
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Median headline commission (149 programs state a rate)",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "percent",
      "value": 30
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Median headline commission, AI tools (41 state a rate)",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "percent",
      "value": 25
    },
    {
      "badge": "Aly data",
      "caveat": "Curated for tech creators, not a census of every program. “Headline” is a program's own highest stated rate.",
      "computed_by_aly": "",
      "figure": "Closed or unconfirmed in the same sweep",
      "geo": "Global",
      "period": "2026-10-09",
      "source": "Aly",
      "source_published": "9 Oct 2026",
      "source_title": "Affiliate programs for tech creators (CC BY 4.0)",
      "source_url": "https://aly.bio/resources/affiliate-programs",
      "stat": 8,
      "strength": "Primary (Aly's own reading of each program's page)",
      "unit": "programs",
      "value": 14
    },
    {
      "badge": "Measured",
      "caveat": "Engagement rate as HypeAuditor defines it. 2024 data, worldwide.",
      "computed_by_aly": "",
      "figure": "Instagram engagement rate, nano accounts (1K–10K)",
      "geo": "Global",
      "period": "2024",
      "source": "HypeAuditor",
      "source_published": "2025",
      "source_title": "State of Influencer Marketing 2025",
      "source_url": "https://hypeauditor.com/state-of-influencer-marketing-2025/",
      "stat": 9,
      "strength": "Vendor data",
      "unit": "percent",
      "value": 2.19
    },
    {
      "badge": "Measured",
      "caveat": "Engagement rate as HypeAuditor defines it. 2024 data, worldwide.",
      "computed_by_aly": "",
      "figure": "Nano accounts' share of Instagram creators",
      "geo": "Global",
      "period": "2024",
      "source": "HypeAuditor",
      "source_published": "2025",
      "source_title": "State of Influencer Marketing 2025",
      "source_url": "https://hypeauditor.com/state-of-influencer-marketing-2025/",
      "stat": 9,
      "strength": "Vendor data",
      "unit": "percent",
      "value": 76
    },
    {
      "badge": "Survey",
      "caveat": "Plans, not spend. Mostly global respondents.",
      "computed_by_aly": "",
      "figure": "Marketers planning to expand nano creator work",
      "geo": "Global",
      "period": "2026",
      "source": "Influencer Marketing Hub",
      "source_published": "4 May 2026",
      "source_title": "Influencer Marketing Benchmark Report 2026",
      "source_url": "https://influencermarketinghub.com/influencer-marketing-benchmark-report/",
      "stat": 10,
      "strength": "Vendor survey (600+ respondents)",
      "unit": "percent",
      "value": 51.43
    },
    {
      "badge": "Survey",
      "caveat": "Plans, not spend. Mostly global respondents.",
      "computed_by_aly": "",
      "figure": "Marketers planning to cut nano creator work",
      "geo": "Global",
      "period": "2026",
      "source": "Influencer Marketing Hub",
      "source_published": "4 May 2026",
      "source_title": "Influencer Marketing Benchmark Report 2026",
      "source_url": "https://influencermarketinghub.com/influencer-marketing-benchmark-report/",
      "stat": 10,
      "strength": "Vendor survey (600+ respondents)",
      "unit": "percent",
      "value": 10
    },
    {
      "badge": "Survey",
      "caveat": "Plans, not spend. Mostly global respondents.",
      "computed_by_aly": "",
      "figure": "Marketers planning to expand micro creator work",
      "geo": "Global",
      "period": "2026",
      "source": "Influencer Marketing Hub",
      "source_published": "4 May 2026",
      "source_title": "Influencer Marketing Benchmark Report 2026",
      "source_url": "https://influencermarketinghub.com/influencer-marketing-benchmark-report/",
      "stat": 10,
      "strength": "Vendor survey (600+ respondents)",
      "unit": "percent",
      "value": 52.83
    },
    {
      "badge": "Measured",
      "caveat": "A marketplace for small deals, so it skews low.",
      "computed_by_aly": "",
      "figure": "Marketplace collaborations priced under $300",
      "geo": "Global",
      "period": "2025",
      "source": "Collabstr",
      "source_published": "Mar 2026",
      "source_title": "2026 Influencer Marketing Report",
      "source_url": "https://www.storyboard18.com/how-it-works/80-influencer-deals-under-300-brands-shift-to-ugc-report-92782.htm",
      "stat": 11,
      "strength": "Vendor data (21,000+ marketplace collaborations), via Storyboard18",
      "unit": "percent",
      "value": 80
    }
  ],
  "stats": [
    {
      "badge": "Measured",
      "citation": "5.67M US business applications in 2025, the most since the count began in 2005 (US Census Bureau, Business Formation Statistics, 11 Sep 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "5.67M US business applications in 2025, the most since the count began in 2005",
      "number": 1,
      "url": "https://aly.bio/index/2026#stat-1"
    },
    {
      "badge": "Measured",
      "citation": "7 in 10 US business applications in 2025 came from businesses not expected to hire (US Census Bureau, Business Formation Statistics, 11 Sep 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "7 in 10 US business applications in 2025 came from businesses not expected to hire",
      "number": 2,
      "url": "https://aly.bio/index/2026#stat-2"
    },
    {
      "badge": "Measured",
      "citation": "16.8M Americans were self-employed in 2025, 10.3% of workers (US Bureau of Labor Statistics, Current Population Survey, data to Sep 2026, read 10 Oct 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "16.8M Americans were self-employed in 2025, 10.3% of workers",
      "number": 3,
      "url": "https://aly.bio/index/2026#stat-3"
    },
    {
      "badge": "Projection",
      "citation": "US brands spent a projected $37 billion on creators in 2025, up 26% (IAB, 2025 Creator Economy Ad Spend & Strategy Report, 20 Nov 2025; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "US brands spent a projected $37 billion on creators in 2025, up 26%",
      "number": 4,
      "url": "https://aly.bio/index/2026#stat-4"
    },
    {
      "badge": "Measured",
      "citation": "YouTube paid over $100 billion to creators, artists and media companies in four years (YouTube, Neal Mohan's 2026 letter to creators, 21 Jan 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "YouTube paid over $100 billion to creators, artists and media companies in four years",
      "number": 5,
      "url": "https://aly.bio/index/2026#stat-5"
    },
    {
      "badge": "Measured",
      "citation": "Sponsored YouTube videos rose nearly 54% in the first half of 2025 (Gospel Stats, YouTube Sponsorship Landscape Report, 22 Oct 2025; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "Sponsored YouTube videos rose nearly 54% in the first half of 2025",
      "number": 6,
      "url": "https://aly.bio/index/2026#stat-6"
    },
    {
      "badge": "Measured",
      "citation": "Software and tech brands worked with 134% more creators in 2025, #1 of 15 industries (CreatorIQ, 2025 Creator Economy Report: Top Industries, Hottest Brands, 25 Feb 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "Software and tech brands worked with 134% more creators in 2025, #1 of 15 industries",
      "number": 7,
      "url": "https://aly.bio/index/2026#stat-7"
    },
    {
      "badge": "Aly data",
      "citation": "Aly (2026). The Tech Creator Index 2026, stat 8: 60% of 173 tech-creator affiliate programs pay on renewals, not just the first sale; 45 are AI tools. aly.bio/index/2026. Data CC BY 4.0, 9 Oct 2026.",
      "claim": "60% of 173 tech-creator affiliate programs pay on renewals, not just the first sale; 45 are AI tools",
      "number": 8,
      "url": "https://aly.bio/index/2026#stat-8"
    },
    {
      "badge": "Measured",
      "citation": "Nano Instagram accounts (1K–10K followers) have the highest engagement of any tier, 2.19% (HypeAuditor, State of Influencer Marketing 2025, 2025; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "Nano Instagram accounts (1K–10K followers) have the highest engagement of any tier, 2.19%",
      "number": 9,
      "url": "https://aly.bio/index/2026#stat-9"
    },
    {
      "badge": "Survey",
      "citation": "51% of marketers plan to expand work with nano creators in 2026; 10% plan to cut (Influencer Marketing Hub, Influencer Marketing Benchmark Report 2026, 4 May 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "51% of marketers plan to expand work with nano creators in 2026; 10% plan to cut",
      "number": 10,
      "url": "https://aly.bio/index/2026#stat-10"
    },
    {
      "badge": "Measured",
      "citation": "Nearly 80% of creator deals on Collabstr's marketplace were priced under $300 (Collabstr, 2026 Influencer Marketing Report, Mar 2026; compiled in The Tech Creator Index 2026, Aly, aly.bio/index/2026).",
      "claim": "Nearly 80% of creator deals on Collabstr's marketplace were priced under $300",
      "number": 11,
      "url": "https://aly.bio/index/2026#stat-11"
    }
  ],
  "title": "The Tech Creator Index 2026",
  "url": "https://aly.bio/index/2026",
  "downloads": {
    "csv": "https://aly.bio/index/2026/data.csv",
    "json": "https://aly.bio/index/2026/data.json"
  }
}
