The Data Drop · #035

The Anatomy
of a Scam.

43 major frauds. Hundreds of billions in investor losses, missing funds, and value destroyed. Different decades, different countries, different technology. Same seven steps. Every time.

$300B+
Lost, stolen, or destroyed
43
Major frauds
5
Key fugitives
The Playbook
Every scam follows the same 7 steps.

Scroll through the lifecycle. Each step reveals how the trick works.

Step 1 -The Promise
"Invest with us. 12% annually. Guaranteed."

Not 100%. Not "get rich quick." Just quietly better than the market. Year after year. No losses.

ScamPromisedLasted
Ponzi50% / 45 days8 months
MMM (Russia)1,000% annual5 years
BitConnect40% monthly2 years
Allen Stanford10-15% CDs18 years
Bernie Madoff10-12% annual17+ years
FTX15-20% yield3 years
The lower the promise, the longer the scam lasts. Ponzi promised 50% and lasted 8 months. Madoff promised 12% and lasted 17 years. The best liars are the modest ones.

Madoff's reported returns were positive in virtually every month over 17 years. The real market has down months roughly 35-40% of the time. That impossible consistency was the biggest red flag. Nobody noticed.

Step 2 -The Proof
They actually pay you.

The first investors genuinely get paid. For years. Real money. That's why they tell their friends.

"I've been with them for fourteen years. Not a single quarter of losses. My retirement is secure."
- Madoff investor, before 2008

Investor A's 12% "return" comes from Investor B's deposit. 70-90% of investors reinvest. They never withdraw. The statements look great. Why would they?

$17.5B
Actual cash deposited
$64.8B
Shown on statements
$300M
Left when arrested
Step 3 -The Network
"Don't tell everyone. We're exclusive."

Madoff turned people away. Country clubs, synagogues, charity galas. Spielberg. Elie Wiesel ($15.2M -everything). HSBC ($1B). Banco Santander ($2.87B). Some people begged to invest.

Try the math yourself:

Year
Year 1
$11.2M
Owed on paper
12
New investors needed
At year 17, you need 587 new investors to keep the original 100 happy. The pyramid must collapse. The only question is when.
Step 4 -The Trust
NASDAQ chairman. SEC registered. Stadium naming rights.

Madoff: Chairman of NASDAQ. SEC advisory committees. His niece married an SEC attorney. Floor 17 = fraud. Floors 18-19 = real business.

FTX: $40M in political donations. Miami Heat arena. Brady, Curry, Larry David endorsements. Testified before Congress.

Stanford: Knighted by Antigua. Built a cricket stadium. $20M match.

Harry Markopolos figured it out in 4 hours. Reported to the SEC in 2000, 2001, 2005, 2007, 2008. 21-page report: "The World's Largest Hedge Fund is a Fraud." SEC investigated 6 times. Found nothing. Madoff ran 8 more years.
Step 5 -The Peak
$64.8 billion under management.
ScamPeak claimReality
Madoff$64.8B$300M in bank
FTX$32B valuation$8B missing
Enron$90B market cap$74B hidden debt
Theranos$9B valuationTech never worked
Wirecard€24B, DAX 30€1.9B fabricated
2008: S&P crashed 38%. Madoff's fund was flat. Investors poured in MORE money. $7 billion in the final weeks. The crisis almost saved him. What killed him: $7B in redemption requests. He had $300M.
Step 6 -The Cracks
"I'd like to withdraw my funds."
ScamWhat triggered it
PonziBoston Post investigation
Madoff$7B redemptions, had $300M
FTXCoinDesk exposé triggered bank run
TheranosJohn Carreyrou, Wall Street Journal
WirecardDan McCrum, Financial Times (years of reporting)
Bre-XIndependent core sample: zero gold
Journalists and whistleblowers exposed more scams than regulators did.
Step 7 -The Collapse
It all goes to zero.

FTX: 10 days. Terra/Luna: 48 hours. Barings: one weekend. Madoff: one day.

Thierry de la Villehuchet. Lost $1.4B of client money to Madoff. Suicide at his desk, 11 days after arrest.

Mark Madoff. Helped turn his father in. Hanged himself two years later. Age 46.

Elie Wiesel Foundation. Nobel laureate. Lost $15.2 million. Everything.

All 43 Frauds
Same shape. Every time.

Click any card for the full story -how it worked, who fell for it, what happened.

Justice
Steal billions. Serve years. Maybe.
Still at Large
Five people. Billions of dollars. Gone.
Recovery
Almost nothing comes back.

Across these cases, recovery is usually partial -and often close to zero.

$300,000,000,000+
Lost, stolen, fabricated, and destroyed. Same trick. Same seven steps. For over 100 years. The next one is already running.
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