Why do exceptionally high-performing companies attract accusations of fraud?

Adam Foroughi · published Apr 27, 2026

When a company's accomplishments are inexplicable to outsiders, people default to assuming it is cheating.

Much of what AppLovin has accomplished simply doesn't make sense to people, and in a world where things don't make sense, people assume cheating.

0:00 20VC: Applovin: $160BN Market Cap, $5.48BN Revenue, $10M EBITDA Per Head | Why the Best Do Not Need Mentorship | Why Founders Should Not Angel Invest | Why Kindness in Business Will Slow You Down with Adam Foroughi

Adam Foroughi · published Apr 27, 2026

Applovin's financial profile — ~84% EBITDA margins, ~70% year-over-year growth, expansion without adding headcount — has no comparable business in the world, and when a business doesn't make sense to observers they conclude it is cheating rather than that it built exceptional technology.

Rule of 40 around 150 and this margin structure are unprecedented; unfamiliarity breeds suspicion.

Scope: figures given from memory, approximate

48:25 20VC: Applovin: $160BN Market Cap, $5.48BN Revenue, $10M EBITDA Per Head | Why the Best Do Not Need Mentorship | Why Founders Should Not Angel Invest | Why Kindness in Business Will Slow You Down with Adam Foroughi

Paul Graham · published Jun 2026

Some politicians distrust startup wealth because they don't understand the math of exponential growth and therefore assume the rich must have cheated.

Exponential growth generates outcomes that seem impossible, so those who can't do the math infer wrongdoing.

Scope: some politicians

source How to Earn a Billion Dollars

Andrew Dudum · published Apr 4, 2026

Hims attracts more public criticism than peers because it is genuinely disrupting how Americans access care, and real disruption creates friction

Hims applied regulatory and consumer pressure that helped cut prices of the century's most important medicines by 80% and expand coverage; pushing on incumbents' behalf of consumers causes backlash

47:10 Disrupting incumbents is what generates the backlash