How to Spot Trading Scams: Signals, Bots and Fake Returns

Trading scams follow a few patterns: promises of returns nobody can promise, results you can't check, and pressure to move money where you can't get it back. This guide covers the warning signs that US regulators keep flagging, from "AI bots" and signal groups to pump-and-dump chats and fake trading apps, plus how to check a seller and where to report.

OOSClub lists trading software only: never signal groups, managed accounts or anything promising returns. Nothing here is financial or legal advice.

Guaranteed or fixed returns#

Every scam on this list rests on the same promise. The SEC calls high returns with little risk "a classic sign of investment fraud," and FINRA says legitimate firms don't guarantee returns. Watch for:

• "Daily", "weekly" or fixed percentage returns;
• "Can't lose", "risk-free" or "100% win rate";
• screenshots of huge gains as the only proof.

In September 2026, the CFTC charged a firm over an alleged $950 million scheme pitched with "expert traders, proprietary algorithms, and artificial intelligence" and returns of up to 15% a week.

"AI trading bots"#

AI is the latest label on an old pitch. The SEC warns that claims of AI that can guarantee returns are a red flag. The CFTC's advisory, titled "AI Won't Turn Trading Bots into Money Machines," flags returns in the thousands of percent and perfect win rates, and cites a bot scheme that took about $1.7 billion in bitcoin from at least 23,000 people.

Real trading software exists, and OOSClub lists it. The difference: honest tools describe what they do and leave the trading decisions and the money with you. Scams promise results, and often ask for your money or your account login.

Signal groups and alert rooms#

Paid groups that post trades for members to copy are everywhere on Discord, Telegram and WhatsApp. Not all are frauds, but the CFTC warns that signals, software and "education" sold on social media often carry hidden costs or don't perform as promised. Red flags:

• Flashy lifestyle marketing: cars, cash, vacations.
• A record you can't check, or only winning screenshots.
• Upsells: a "VIP" tier, a private mentorship, a special trade for a big fee.
• Pressure to join now, before a price rise or a "big move."

OOSClub doesn't list signal groups or alert rooms run by a person.

Pump-and-dump chats#

In a pump-and-dump, promoters buy a cheap, thinly traded stock, hype it to followers, and sell as the price rises. In 2022, the SEC charged eight people with an approximately $100 million scheme run through Twitter and Discord, in which they promoted stocks and secretly sold into the rise. The SEC's 2026 bulletin on social media scams describes the newer version: ads that lead into group chats where people posing as "advisers" push members toward smaller companies.

If a chat urges everyone to buy one obscure stock at once, assume someone is selling to you.

Fake trading apps and withdrawal fees#

Some scams run on a fake platform. The SEC warns that fake trading apps can even appear in official app stores and show made-up profits. When you try to withdraw, you're told to pay a "fee," "tax" or "deposit" first. That money is gone too. FINRA adds that apps offering "trial periods" with promised gains are a red flag, and that real firms don't block withdrawals.

Relationship scams#

Sometimes called "pig butchering," these start with a friendly contact: a wrong-number text, a dating match or a social media friend. The scammer builds trust over weeks, introduces an investing "opportunity," shows fake profits on a spoofed platform, then demands withdrawal fees. The SEC, CFTC, FINRA and state regulators have warned about these together.

Impersonators#

Scammers copy the names, photos and registration numbers of real advisers and firms. A joint FBI and SEC alert advises contacting firms only through the details in their official filings, never through the link or number in a message.

Copy trading, managed accounts and prop-firm challenges#

Be careful with anything that asks for your broker login or your money rather than selling you software:

• Managed accounts and pooled funds run by unregistered people.
• Copy trading that needs your broker credentials or deposits held by someone else.
• Prop-firm "challenges" and services that promise to pass them for you. Whop, the marketplace many trading sellers use, bans prop firms and unregistered investment products.

OOSClub doesn't list any of these.

How to check a person or firm#

• FINRA BrokerCheck (brokercheck.finra.org): brokers and brokerage firms.
• SEC adviser search (adviserinfo.sec.gov): registered investment advisers.
• NFA BASIC: futures and forex firms and individuals.

Many people selling indicators or alerts aren't registered. Selling general-purpose software usually doesn't require registration, but it means no regulator has checked them. Check the seller's terms, refund policy and real customer reviews. Our guide to buying on Whop explains how to check a seller and get a refund there.

Where to report#

• SEC: sec.gov/tcr, for stock and securities fraud.
• CFTC: cftc.gov/complaint, for futures, forex and crypto fraud.
• FBI's IC3: ic3.gov, for online fraud of any kind.
• FTC: ReportFraud.ftc.gov.

After a loss, beware of "recovery" services that promise to get your money back for a fee. The FBI says IC3 never contacts victims directly and doesn't work with recovery firms.

A seller's backtest isn't proof of results; our guide to backtesting and paper trading explains why.

Software, not promises#

Legitimate trading tools explain what they do, which platforms and markets they cover, and what they cost. Our guides to indicators and algos and options flow and scanners explain what to check before you pay, and our guide to options basics explains the risks of the instruments many scams push. The stocks and options niche on OOSClub lists software only, never publishes results, and labels any results claim as the seller's.