Trading automation tools are easy to find and often easy to start. Some only explain or simulate; others connect to real accounts and act on your behalf. The difference matters enormously, and marketing does not always make it clear. This guide gives you five plain questions to ask before you try any tool, along with the warning signs that U.S. regulators have described in their alerts about AI trading scams.
You do not need technical knowledge to use these questions. You only need to slow down and ask them in order.
Why these questions matter right now
The popularity of AI has made it a favourite word in sales pitches, honest and dishonest alike. In a joint investor alert, the SEC's Office of Investor Education and Advocacy, NASAA (the association of state securities regulators) and FINRA warn that bad actors are using the growing popularity and complexity of AI to lure victims into scams. They quote the kind of claims to watch for, such as a system that "can't lose."
The U.S. Commodity Futures Trading Commission has issued its own advisory, titled "AI Won't Turn Trading Bots into Money Machines." It describes claims of returns of tens of thousands of percent and "100 percent win rates," and reminds readers that AI technology can't predict the future or sudden market changes. In one case it describes, the operator used demo accounts to show fake customer balances while very little money was actually traded.
None of this means every tool is a scam. It means the burden is on the tool to explain itself clearly, and on you to ask.
Question 1: What does this product actually do?
Start with the simplest question, and insist on a one-sentence answer. Tools usually fall into one of these groups:
- Education or simulation: explains concepts or runs scenarios on sample data. No real money involved.
- Research or signals: produces analysis or buy/sell suggestions, but you place any trades yourself.
- Execution: connects to a brokerage account and places real orders automatically.
Each group carries a different level of risk. An execution tool can lose real money while you sleep. Also ask who is offering it. The joint AI alert notes that securities firms, professionals and platforms are generally required to be registered, and that a lack of registration should prompt more investigation before you invest anything. Investor.gov offers a free search tool to check registration and any disciplinary history.
Question 2: What data are the results based on?
Every performance figure comes from somewhere. Ask:
- Is this a backtest (a strategy applied to past data), a simulation on made-up data, or a record of real trades?
- Which period does it cover, and does it include both rising and falling markets?
- Are costs included?
The SEC's bulletin on performance claims explains that back-tested results are hypothetical and do not reflect actual performance, and suggests asking what the actual historical performance was. It also warns about cherry-picking, showing only the good periods. If a tool cannot tell you plainly where its numbers come from, treat the numbers as decoration. Our guide to reading a strategy chart goes into this in more detail.
Question 3: How does it treat your accounts and data?
Security questions matter most for tools that connect to real accounts, but they apply to any sign-up:
- What personal information does it ask for, and why?
- If it connects to a brokerage, what permissions does it request? Could it move or withdraw money, or only read balances or place trades?
- Can you disconnect it easily, and what happens to your data afterwards?
Never share your brokerage password with a tool or a person. The SEC's bulletin on protecting online investment accounts recommends strong, unique passwords and turning on two-step verification, where a one-time code is sent to your phone or email when you log in from a new device. Any tool or "account manager" that asks you to switch that off, or to read them a code, is a serious warning sign.
Question 4: What does it really cost?
Costs come in layers: a subscription, per-trade fees, the spread (the gap between buying and selling prices) and slippage (getting a slightly worse price than expected). The SEC and FINRA alert on automated investment tools advises reading the terms and conditions, including fees and expenses, and finding out how you can stop using the tool.
A worked example: subscription cost versus account size
All numbers here are illustrative. Imagine a tool that costs 49 per month, or 588 per year.
| Account size | Yearly subscription | Return needed just to cover the subscription |
|---|---|---|
| 2,000 | 588 | 29.4% |
| 5,000 | 588 | 11.8% |
| 20,000 | 588 | 2.9% |
For a small account, the subscription alone demands a return that would be exceptional before a single trading cost is paid. Add spreads and fees on every trade, and the bar rises further. Doing this short calculation before signing up is one of the most protective habits a beginner can have.
Question 5: What am I expecting, and is that realistic?
This question is about you, not the tool. Write down, in a sentence, what you hope will happen. Then compare it with what regulators describe as warning signs. The joint AI alert calls claims of high returns with little or no risk classic warning signs of fraud, and reminds readers that investment claims that sound too good to be true usually are.
A realistic expectation for a first experience with any ai trading bot is learning: understanding how rules behave, how often they are wrong, and how costs add up. If your goal is to replace your income or recover past losses quickly, that is a good moment to pause and, as the CFTC suggests, talk it through with someone you trust.
The five questions on one page
| Question | What a good answer looks like | Red flag |
|---|---|---|
| 1. What does it do? | A clear one-line description, and who offers it | Vague "AI magic", unregistered promoter |
| 2. What data? | Named data, period, costs included or not | Only a rising chart, no explanation |
| 3. Security? | Minimal permissions, easy disconnect | Requests for passwords or withdrawal rights |
| 4. Costs? | Full fee list, simple cancellation | Hidden fees, hard-to-exit contracts |
| 5. Expectations? | Learning-focused, risks stated | Promised returns with little or no risk, "can't lose" |
A safer place to start
Asking these questions is much easier once you understand the mechanics underneath. If terms like signal, rule or drawdown still feel fuzzy, start with how an AI trading bot works. Aerolith's learning paths let you practise on synthetic data, with no account connection and no money involved.
