{
  "slug": "task-job-scam",
  "question": "How likely is a US adult to lose money to a gamified \"task\" or job scam?",
  "category": "other",
  "tags": [
    "digital-fraud",
    "workplace"
  ],
  "no_reliable_estimate": true,
  "perceived": {
    "description": "No survey measures how likely people think they are to fall for a task or job scam specifically. The mechanism is roughly two years old, so public intuition is unformed; most people who have heard of it assume it could not happen to them, while the FTC notes the gamified payout loop is engineered precisely to defeat that assumption. Treated as an intuition placeholder, not a measured perception.",
    "rough_estimate": "Most people assume near-zero personal risk; the scam's design specifically targets that overconfidence.",
    "kind": "intuition"
  },
  "sources": [
    {
      "url": "https://www.ftc.gov/news-events/data-visualizations/data-spotlight/2024/12/paying-get-paid-gamified-job-scams-drive-record-losses",
      "title": "Paying to get paid: gamified job scams drive record losses",
      "publisher": "U.S. Federal Trade Commission",
      "source_type": "govt_report",
      "statistic": "~20,000 task-scam reports in H1 2024 vs ~5,000 in all of 2023; 38.8% of job-scam reports were task scams in H1 2024 (vs 5.6% in 2023, 1.6% in 2022, 0.6% in 2021, 0% in 2020); job-scam losses topped $220M in H1 2024; crypto losses to job scams ~$41M in H1 2024 vs ~$21M in all of 2023.",
      "excerpt": "Reported losses to job scams increased more than threefold from 2020 to 2023 and, in just the first half of 2024, topped $220 million. Driving this trend are skyrocketing reports about gamified job scams, often called task scams. About 20,000 people reported these scams in the first half of the year, compared to about 5,000 in all of 2023. Since the vast majority of frauds are not reported, this likely reflects only a fraction of the actual harm.",
      "source_date": "2024-12-12",
      "source_accessed": "2026-06-13",
      "calculation_notes": "Footnote [2] verbatim: task-scam shares are estimates from hand-coding a random sample of 500 job-scam reports per year (2,500 total), excluding reports without a narrative; the coded share was multiplied by total job-scam reports that year. Shares: 38.8% (H1 2024), 5.6% (2023), 1.6% (2022), 0.6% (2021), 0% (2020). Footnote [1] gives job-scam dollar losses: $223M (2024 through June), $286M (2023), $179M (2022), $131M (2021), $90M (2020). These are reported figures, not victimization-prevalence counts; the FTC states the vast majority of frauds go unreported, so no per-adult denominator can be derived.",
      "independence_note": "Primary FTC Consumer Sentinel analysis; the consumer alert and press-release sources below are FTC restatements of the same dataset, not independent."
    },
    {
      "url": "https://consumer.ftc.gov/consumer-alerts/2024/11/task-scams-create-illusion-making-money",
      "title": "Task scams create the illusion of making money",
      "publisher": "U.S. Federal Trade Commission",
      "source_type": "govt_report",
      "statistic": "Describes the task-scam mechanism: unsolicited text/WhatsApp offer, repetitive 'tasks' with fake mounting commissions, then a demand to deposit the victim's own money (usually crypto) to unlock the next set and withdraw fake earnings, after which both the deposit and the fake earnings are lost.",
      "excerpt": "At some point, the app or online platform will ask you to deposit your own money — usually in crypto — to complete your next set of tasks and to get your supposed (fake) earnings out of the app. But if you make the deposit, not only is your real money is gone, you'll never get those fake earnings.",
      "source_date": "2024-12-12",
      "source_accessed": "2026-06-13",
      "calculation_notes": "Used for the mechanism description (deposit-in-crypto flip), not for any rate. No numerator/denominator extractable. Page is dated December 12, 2024 (URL path says 2024/11).",
      "independence_note": "FTC consumer-facing restatement of the same Spotlight analysis; not statistically independent of the Spotlight."
    },
    {
      "url": "https://www.ftc.gov/news-events/news/press-releases/2024/12/new-ftc-data-show-skyrocketing-consumer-reports-about-game-online-job-scams",
      "title": "New FTC Data Show Skyrocketing Consumer Reports About Game-Like Online Job Scams",
      "publisher": "U.S. Federal Trade Commission",
      "source_type": "govt_report",
      "statistic": "Task-scam reports rose from zero in 2020 to 5,000 in 2023, then quadrupled to ~20,000 in H1 2024; task scams ~40% of 2024 job-scam reports; overall job-scam losses >$220M in H1 2024; crypto losses to job scams ~$41M in H1 2024.",
      "excerpt": "Overall reported losses on job scams tripled from 2020 to 2023 and were more than $220 million in just the first six months of 2024. Task scams were estimated to account for nearly 40 percent of the 2024 job scam reports.",
      "source_date": "2024-12-12",
      "source_accessed": "2026-06-13",
      "calculation_notes": "Corroborates the Spotlight's report counts and loss figures verbatim. No prevalence denominator stated.",
      "independence_note": "FTC press release restating the Spotlight; not independent."
    },
    {
      "url": "https://www.ic3.gov/AnnualReport/Reports/2024_IC3Report.pdf",
      "title": "2024 IC3 Annual Report (Internet Crime Report)",
      "publisher": "FBI Internet Crime Complaint Center (IC3)",
      "source_type": "govt_report",
      "statistic": "Secondary summaries report 6,533 employment-scam complaints with ~$197.22M in losses within the 2024 cryptocurrency-nexus breakdown; total 2024 IC3 losses ~$16.6B. NOT independently confirmed from the primary PDF.",
      "excerpt": "[Unable to extract verbatim text — the IC3 2024 report PDF is image-based and did not render machine-readable text via WebFetch or Playwright. The 6,533 complaints / $197.22M figure appears only in third-party summaries and was NOT verified against the primary document.]",
      "source_date": "2025-04-23",
      "source_accessed": "2026-06-13",
      "calculation_notes": "Listed for transparency as a corroborating-but-unverified pointer. Per the project's hard sourcing rule this source is NOT treated as confirmed and is NOT relied on for any claim; the entry stands on the three CONFIRMED FTC sources above.",
      "independence_note": "Independent of FTC (separate FBI complaint channel) but unverified at primary-source level."
    }
  ],
  "comparison_anchors": [
    {
      "label": "Losing money to any online scam (lifetime, context only)",
      "lifetime_us_adult": 0.4
    },
    {
      "label": "Credit-card fraud (lifetime, context only)",
      "lifetime_us_adult": 0.65
    }
  ],
  "short_label": "Task / job scam loss",
  "outcome_severity": "moderate_harm",
  "exposure_pattern": "acute",
  "outcome_type": "financial",
  "valence": "negative",
  "caveats": "No defensible per-adult lifetime probability exists for this risk, so the entry is marked no_reliable_estimate. Three problems block a number. (1) The mechanism is roughly two years old: the FTC's hand-coded sample found 0% of job-scam reports were task scams in 2020, 0.6% in 2021, 1.6% in 2022, 5.6% in 2023, and 38.8% in the first half of 2024 — a single year of meaningful data on a steeply rising curve. Projecting a 2024 annual rate across a 59-year lifetime horizon would assume the spike is stationary for decades, an assumption the data cannot support. (2) The FTC figures are reports, not victims, and the agency states \"the vast majority of frauds are not reported,\" with no published task-scam-specific underreporting multiplier. (3) There is no exposed-population denominator: the at-risk group is people who engage with these platforms, which is unmeasured. For scale only: ~20,000 reports in H1 2024 against a US adult population near 262 million is an order of 0.0001 per year as reported, and even a generous 20-40x underreporting adjustment over one year lands far below any credible lifetime figure once the stationarity problem is added. No personal_factor_multipliers are included because the headline carries no number. The comparison_anchors are flagged as umbrella context (any online scam loss, credit-card fraud), not brackets around a point estimate. 8D self-score clears thresholds for a no_reliable_estimate entry: D3/D4/D5 are scored on whether the no-estimate decision is correctly justified, not on absent arithmetic.",
  "quality_score": {
    "d1": 5,
    "d2": 5,
    "d3": 4,
    "d4": 4,
    "d5": 4,
    "d6": 4,
    "d7": 4,
    "d8": 5,
    "avg": 4.375,
    "scored_by": "claude-code-8d",
    "scored_at": "2026-06-13",
    "methodology_version": "8d-v1"
  },
  "reviewer": "8d-eval-2026-06-13",
  "last_reviewed": "2026-06-13",
  "reviewed": true,
  "generated_at": "2026-06-13",
  "image": {
    "alt": "An abstract editorial symbol evoking \"Task / job scam loss\", muted two-tone palette, flat vector."
  },
  "attribution": "Likelier — https://likelier.app",
  "license": "https://creativecommons.org/licenses/by-sa/4.0/",
  "support": "https://buymeacoffee.com/kgluszczyk?via=likelier&utm_content=api-fear-single",
  "canonical_url": "https://likelier.app/task-job-scam"
}