The claims, checked
"Javice faked Frank's user numbers"
Established in court, in unusually vivid detail. Frank was a startup that helped students fill in financial-aid forms. When JPMorgan came to buy it in 2021, Javice pitched a user base of more than four million students. The real number of people who had actually signed up was a small fraction of that, in the hundreds of thousands.
Here's the part that removed any ambiguity about intent: when the bank asked for the customer list during diligence, evidence at trial showed a data scientist was paid to generate millions of synthetic records, fake names with plausible-looking details, so the list would match the pitch. That is not optimistic rounding or "everyone inflates metrics." That is manufacturing evidence to complete a sale.
In March 2025 a federal jury in Manhattan convicted Javice of defrauding JPMorgan over the $175 million acquisition, including fraud and conspiracy counts. She was sentenced later that year to about seven years in prison. She maintained her innocence through trial; the verdict went the other way.
"JPMorgan sued"
True, and the sequence matters because people often mix it up. The civil case came first. After the deal closed, the bank tested its new asset: it sent marketing emails to a sample of the acquired customer list. The results were catastrophic, with bounce rates and engagement so bad they made no sense for a list of real, engaged students. The bank dug in, concluded the user base had been fabricated, and filed a civil lawsuit against Javice in late 2022.
The criminal machinery engaged afterward: federal prosecutors and securities regulators brought charges in 2023, and that case produced the 2025 conviction. So when someone says "JPMorgan sued her," that's true, but it undersells the record. She wasn't just sued by an embarrassed buyer. She was convicted by a jury on the same underlying facts.
What this case teaches
Two things. First, diligence failures don't erase fraud: JPMorgan was widely mocked for not testing the list before paying $175 million, and the mockery was fair, but "the victim should have checked" is not a defense and the jury treated it accordingly. Second, fabricated growth is the most traceable lie in startups. Real users leave real footprints; synthetic ones collapse under the first marketing email. For the same dynamic at much larger scale, see Elizabeth Holmes, and for what an actually verified growth story looks like, see Melanie Perkins.