How to Evaluate AI Market Analysis
An AI market report can sound convincing before you have checked a single fact. This guide gives you a repeatable way to inspect the report, record what you can verify and separate a useful explanation from an unsupported prediction.
Start with the evidence, not the conclusion
The SEC, NASAA and FINRA warn that AI-generated investment information can be inaccurate, incomplete, outdated or invented, even when the input is accurate. Their alert also identifies promises of guaranteed AI returns as a warning sign. Read the joint investor alert.
For a learning exercise, make two columns in a notebook: “claim in the report” and “evidence I checked”. Put a statement in the second column only after you have found its underlying source. A polished explanation, a confident tone and several decimal places are not sources.
Five checks before interpreting a report
- Identity: write down the exact instrument, venue, currency and chart interval. A company name and its ticker are not interchangeable with a similarly named token.
- Time: record the report time and the time of each input. “Today” without a date and time zone is ambiguous. A daily chart and a five-minute chart answer different questions.
- Observations: identify what the report actually measured. Can you locate the stated high, low, volume or event in the source it cites?
- Interpretation: highlight words such as “might”, “because” and “likely”. These usually introduce a proposed explanation rather than a directly observed fact.
- Limits: list missing data, alternative explanations and what would make the proposed scenario inconsistent with its own assumptions.
If a required input is absent, write “not verified”. Filling that gap with a guess would make the exercise less useful.
A worked example: turn a sentence into questions
“Example Asset is near resistance at 105 and could move higher if it breaks that level.” The asset, number and sentence are invented for this exercise; they are not a live quotation or a trade idea.
First ask where 105 came from. Was it an earlier high on an identified chart, a calculation, or just a number supplied in the prompt? Next ask what “breaks” means in this report: a brief touch, a completed bar above it, or another stated condition? Finally ask which observation would contradict the scenario.
A useful notebook entry might read: “The report labels 105 as a reference zone, but does not provide the chart date or a definition of a break. I cannot verify those two inputs.” This records the problem without inventing a probability or making a buy/sell decision.
Compare reports without creating a vote
Several agreeing AI responses can still share the same incomplete input. For practice, compare the evidence and assumptions in each response rather than counting how many say “up”. Save the original question and a dated copy of the output so you can see what was stated before later information arrived.
Use the same asset, interval and input date when comparing explanations. A different prompt may change the wording, so a second answer is not automatically an independent test of the first. Our guide to price levels and scenarios explains how to write a conditional statement without turning it into a promise.
What a checked report can and cannot establish
This process can show whether a report identifies its inputs, distinguishes observations from assumptions and gives you something to verify. It cannot establish that its future scenario will occur. A source check and an investment decision are different tasks.
GeekAlpha is an educational market-analysis tool. Use this checklist to question an explanation, not as a trading instruction. For personal investment decisions, consider a qualified professional in your jurisdiction.
Source notes
The sources support the definitions and cautions linked above. Worksheets and fictional examples were created for this guide.