Scams: Pump-and-Dumps, Fake Gurus, and Deepfakes
How today's most common investment scams work, from pump-and-dumps to fake investing group chats and AI deepfakes, the red flags they share, and what to do if you're targeted.
The short version
Investment fraud was the costliest type of internet crime reported to the FBI in 2025. In a pump-and-dump, promoters hype a small stock with false information, then sell to the buyers they attracted. Fake gurus run investing group chats, sometimes using deepfake video of real experts, and steer members to fake apps that show made-up profits, then charge fees to withdraw. Deepfakes can also clone a relative's voice or fake a CEO's announcement. The red flags repeat: guaranteed high returns, pressure, unregistered sellers, contact from strangers, and fees to get your own money back.
By the end of this lesson, you'll be able to
- Explain how pump-and-dumps, fake guru group chats, and deepfake scams work
- Recognize the red flags these scams share
- Know how to check a seller and where to report fraud
Why this matters
Investment fraud was the costliest type of internet crime reported to the FBI in 2025, with about $8.6 billion in reported losses, out of nearly $21 billion across all types.1 The tactics change as technology does, but the basic patterns don't. Learning them once protects you, and the people around you, for years.
Pump-and-dumps
In a pump-and-dump, promoters push up the price of a stock by spreading positive but false information, usually online through ads, fake news coverage, or social media. The hype draws in buyers and the price rises. Then the promoters sell their own shares before the hype ends, the price drops, and the remaining investors lose most of their money. Microcap stocks, the low-priced shares of the smallest companies, are especially vulnerable, because there's often little public information about them to contradict the story.2
All numbers are hypothetical.
| Stage | Share price | What's happening |
|---|---|---|
| Setup | $0.20 | Promoters quietly buy 2 million shares of a tiny company. |
| Pump | $0.20 to $1.50 | Posts, paid promotions, and fake news claim a breakthrough. New buyers pile in. |
| Dump | About $1.40 | Promoters sell everything, turning $400,000 into about $2.8 million. |
| Collapse | $0.10 | The buying stops and the price falls. |
Someone who bought at $1.20 during the hype has lost about 92%. The promoters' profit came directly from the late buyers.
Fake gurus and investing group chats
The SEC warns that fraudsters use investing group chats, often reached through social media ads, to draw people into scams. A chat may claim to be led by a well-known expert who is being impersonated, sometimes with deepfake video, or by someone who doesn't exist. Members are steered to an app or website where their account shows growing "profits." When they try to withdraw, they're told to pay a fee, a tax, or a deposit first, or are falsely told the SEC is freezing the account. After they pay, the contact stops and the money is gone.3
In one case the SEC describes, investment "clubs" on a messaging app each had a "professor" posting market commentary and an "assistant" handling members, and they promoted trade recommendations supposedly based on AI signals. Members posted screenshots of supposedly successful trades. Investors were directed to platforms falsely claiming regulatory licenses, then charged bogus fees to withdraw.3
The rest of this lesson is for members
Still to come in this lesson: Deepfakes and impersonation, The red flags they share, Protecting yourself, the key takeaways, and 2 quiz questions with explanations.
Membership opens every lesson in the curriculum, the capstone projects, the interactive tools, and the members-only channels in the Hyperion Entities Discord. The first lesson of every module stays free.
Go deeper
- Security and Common Crypto Scams coming soonCrypto and Digital Assets (depth track)
- Market Manipulation coming soonEthics, Regulation, and Market Integrity (depth track)
- Investor Protections and Complaints coming soonEthics, Regulation, and Market Integrity (depth track)
Notes and sources
- Federal Bureau of Investigation, Internet Crime Complaint Center. 2025 IC3 Annual Report. Checked 2026-09-30. Back to text
- Investor.gov, U.S. Securities and Exchange Commission. Artificial Intelligence (AI) and Investment Fraud: Investor Alert (January 25, 2024). Checked 2026-10-01. Back to text
- Investor.gov, U.S. Securities and Exchange Commission. Group Chats as a Gateway to Investment Scams: Investor Alert (December 22, 2025). Checked 2026-10-01. Back to text
- FINRA. About BrokerCheck. Checked 2026-09-26.