{
  "slug": "online-scam-loss",
  "question": "What are the odds of losing money to an online scam?",
  "category": "tech",
  "tags": [
    "digital-fraud"
  ],
  "no_reliable_estimate": false,
  "perceived": {
    "description": "Online scams are one of only two crime types where a majority of Americans report frequent or occasional worry. In Gallup's October 2025 crime poll, 53% of US adults said they worry about being tricked into providing financial information to scammers. AARP's 2026 fraud survey found an average worry level of 7.1 out of 10, with 38% of adults saying they have already experienced fraud. The fear is widespread, cuts across age groups, and — unusually for this site — roughly matches the measured prevalence.\n",
    "rough_estimate": "~1 in 3 lifetime feels about right to most respondents",
    "kind": "poll",
    "survey_source": {
      "title": "Fraud Crisis in America in 2026: Many Are Aware and Vulnerable",
      "publisher": "AARP",
      "url": "https://www.aarp.org/pri/topics/work-finances-retirement/fraud-consumer-protection/2026-fraud-survey/",
      "year": 2026
    }
  },
  "native": {
    "display": "~1 in 100 per year (US adults reporting a fraud loss)",
    "numerator": 1,
    "denominator": 100,
    "unit": "per year",
    "population": "US adults"
  },
  "normalized": {
    "lifetime_us_adult": 0.4,
    "display": "~40% lifetime (US adult)",
    "log_value": -0.4,
    "assumptions": "The FTC Consumer Sentinel 2024 Data Book reports 2.6 million fraud reports from consumers in 2024, of which 38% (about 988,000) reported an actual monetary loss. Against ~260 million US adults, that is roughly 0.38% per year who file a report with a loss. But the FTC captures only a fraction of fraud: AARP's nationally representative 2025 survey found that 41% of adults say they have experienced fraud at some point, and that figure rose to 38% in the 2026 wave using a slightly different question frame. Naively compounding even a conservative 1% annual fraud-loss hazard over 59 years of remaining adult life gives 1 − (1 − 0.01)^59 ≈ 45%. But fraud victimization is not independent year to year — some people are repeatedly targeted, and some demographics are structurally lower-risk — so the effective lifetime rate saturates below the naive compound. A central estimate of 40% is consistent with the AARP measured prevalence (38-41%) and with the naive-compounding upper bound. The uncertainty band is wide because \"fraud loss\" ranges from a $50 phishing charge the bank reverses to a six-figure investment scam.\n",
    "uncertainty": {
      "low": 0.25,
      "high": 0.55
    },
    "scope": "us_adult_lifetime"
  },
  "sources": [
    {
      "url": "https://www.ftc.gov/reports/consumer-sentinel-network-data-book-2024",
      "title": "Consumer Sentinel Network Data Book 2024",
      "publisher": "US Federal Trade Commission",
      "source_type": "govt_report",
      "statistic": "2.6 million fraud reports in 2024; 38% reported a monetary loss; total reported losses exceeded $12.5 billion, a 25% increase over 2023",
      "excerpt": "\"During 2024, Sentinel received 6.5 million consumer reports … the top three Sentinel report categories were Credit Bureaus and Information Furnishers (21% of all reports), Identity Theft (18%), and Imposter Scams (13%). … In 2024, there were more than 1.1 million reports of identity theft received through the FTC's IdentityTheft.gov website.\"\n",
      "source_date": "2025-03-10",
      "source_accessed": "2026-04-11",
      "archive_url": "https://web.archive.org/web/20260413165314/https://www.ftc.gov/reports/consumer-sentinel-network-data-book-2024",
      "calculation_notes": "FTC reports 2.6 million fraud reports with 38% indicating a loss, giving ~988,000 loss reports per year. Against ~260M US adults, that is ~0.38% per year who file a federal fraud report with a loss. This is a floor: most fraud victims never file with the FTC. The $12.5 billion total / 988,000 loss reports gives a mean reported loss of ~$12,700, but this is heavily skewed by investment fraud ($5.7B alone); the median is far lower. Used as the authoritative floor for the per-year rate.\n",
      "independence_note": "FTC Sentinel is fed by consumer-initiated reports and partner agencies. Methodologically independent from the AARP survey, which is a nationally representative panel.\n"
    },
    {
      "url": "https://www.aarp.org/money/scams-fraud/fraud-awareness-survey-2025/",
      "title": "AARP Survey: 40 Percent of Adults Lose Money to Fraud",
      "publisher": "AARP",
      "source_type": "reputable_reference",
      "statistic": "41% of American adults (estimated 110.1 million people) report having experienced fraud; 59% are significantly worried about fraud crimes",
      "excerpt": "\"That's huge. Ten years ago, the presumptions were that maybe about 15 percent of people had experienced fraud.\"\n",
      "source_date": "2025-05-01",
      "source_accessed": "2026-04-11",
      "archive_url": "http://web.archive.org/web/20260311210939/https://www.aarp.org/money/scams-fraud/fraud-awareness-survey-2025/",
      "calculation_notes": "AARP's 2025 nationally representative survey of US adults found 41% self-report having experienced fraud. This is the single best measured-lifetime figure available and anchors the central estimate. The 41% is a cumulative prevalence across all ages in the sample, so for a current 18-year-old the eventual lifetime figure will be higher; for a current 70-year-old, it is roughly the final number. The 40% central estimate is a round figure consistent with both the AARP measured prevalence and the naive annual-hazard compound.\n",
      "independence_note": "AARP survey is a nationally representative online panel (NORC AmeriSpeak or similar), methodologically independent from the FTC Sentinel complaint database.\n"
    },
    {
      "url": "https://news.gallup.com/poll/697124/crime-seen-less-serious-second-straight-year.aspx",
      "title": "Crime in U.S. Seen as Less Serious for Second Straight Year",
      "publisher": "Gallup",
      "source_type": "reputable_reference",
      "statistic": "53% of US adults worry frequently or occasionally about being tricked into providing financial information to scammers (October 2025)",
      "excerpt": "\"Overall, Americans worry most about being the victim of identity theft (69%) and being tricked into providing financial information to scammers (53%).\"\n",
      "source_date": "2025-10-30",
      "source_accessed": "2026-04-11",
      "archive_url": "https://web.archive.org/web/20260413172538/https://news.gallup.com/poll/697124/crime-seen-less-serious-second-straight-year.aspx",
      "calculation_notes": "Used for the perceived-risk side only. Scam worry at 53% is the second-highest item on Gallup's crime-worry list, behind only identity theft (69%). These two financial-crime items are the only ones where a majority of Americans express frequent or occasional worry.\n",
      "independence_note": "Gallup telephone polling, entirely separate from FTC complaint data and AARP panel survey. Used only for the perceived-risk axis (measures worry, not incidence) and does not feed into the probability estimate.\n"
    }
  ],
  "comparison_anchors": [
    {
      "label": "Identity theft (lifetime, US adult)",
      "lifetime_us_adult": 0.6
    },
    {
      "label": "Death in a car crash (lifetime, US)",
      "lifetime_us_adult": 0.0108
    },
    {
      "label": "Dying in a plane crash (lifetime, US adult, ~2 flights/yr)",
      "lifetime_us_adult": 0.000017
    }
  ],
  "personal_factor_multipliers": [
    {
      "factor": "Age 20-29",
      "multiplier": 1.3,
      "notes": "Younger adults report losing money to scams more frequently than older adults, per FTC 2024 data"
    },
    {
      "factor": "Age 70+",
      "multiplier": 0.8,
      "notes": "Older adults report fewer fraud incidents, but median loss per incident is 2-4x higher ($1,000-$1,650 vs $417 for age 20-29)"
    },
    {
      "factor": "Active cryptocurrency user",
      "multiplier": 2,
      "notes": "Crypto-related fraud complaints drove $9.3B of $16.6B in IC3-reported losses in 2024; investment fraud via crypto is the dominant loss category"
    },
    {
      "factor": "No online financial accounts",
      "multiplier": 0.3,
      "notes": "Most reported fraud involves online payment, bank transfer, or crypto; minimal digital financial footprint substantially reduces exposure"
    }
  ],
  "short_label": "Online scam loss",
  "myth_framing": "calibrated",
  "outcome_severity": "moderate_harm",
  "exposure_pattern": "recurring",
  "outcome_type": "financial",
  "valence": "negative",
  "caveats": "This is not a death risk; it is the probability that a US adult loses money to fraud at least once during their adult life. The number is highly sensitive to what counts as a \"loss.\" The FTC floor (~0.38% per year filing a report) counts only cases serious enough to prompt a federal complaint. The AARP survey ceiling (~41% lifetime) includes any self-reported fraud experience, down to a small unauthorized charge the bank reversed. The 40% central estimate sits in the middle of this definitional range. Investment fraud and romance scams drive the largest per-victim losses (median >$9,000 for investment scams per FTC 2024), while phishing and imposter scams drive the highest case counts. The demographic pattern inverts the stereotype: adults aged 20-49 report more fraud incidents than those 60+, but older victims lose substantially more per incident (median $1,650 for age 80+ vs $417 for age 20-29). Individual behavior — particularly around cryptocurrency, social-media engagement, and responses to unsolicited contact — moves the personal risk meaningfully in both directions.\n",
  "quality_score": {
    "d1": 5,
    "d2": 5,
    "d3": 4,
    "d4": 4,
    "d5": 5,
    "d6": 4,
    "d7": 5,
    "d8": 4,
    "avg": 4.5,
    "scored_by": "claude-code-8d",
    "scored_at": "2026-05-25",
    "methodology_version": "1.2"
  },
  "reviewer": "likelier-seed",
  "last_reviewed": "2026-04-11",
  "reviewed": true,
  "generated_at": "2026-04-11",
  "image": {
    "alt": "A single fishing hook dangling from a thin line against a pale grey background, flat vector illustration."
  },
  "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/online-scam-loss"
}