TRUE vs Perplexity for market research.
Both cite their sources, which already puts them ahead of most AI tools. The difference is what they're citing: Perplexity cites the web. TRUE cites market data.
For research and education. Not financial advice.
The short version
Perplexity is very good at what it does — searching the live web, reading what it finds, and showing you the links. For most research questions this is exactly right.
Markets are an awkward exception. When you ask "why is this stock down?", the web's answer is a pile of articles, each confidently asserting a reason that was written after the move and reverse-engineered to fit it. Search surfaces the commentary. It doesn't independently check the commentary against the data.
TRUE starts from the data instead. It works from live prices, fundamentals, filings and a macro calendar as its primary source, and treats news as something to be cross-checked rather than believed. When the headline and the data disagree, it tells you.
TRUE vs Perplexity
| TRUE | Perplexity | |
|---|---|---|
| Primary source | Structured market data | The web |
| Cites sources | Yes | Yes |
| Live prices & fundamentals | Directly connected | Whatever a page says |
| Cross-checks news against data | Yes | No |
| General web research | Not its job | Excellent |
| Breadth of topics | Finance only | Everything |
| Places trades | No — research only | No |
We've tried to be fair here, including about where the other tool wins. If you think we've got something wrong, tell us and we'll fix it. Comparisons reflect our understanding at the time of writing; other products change.
Where Perplexity is the better choice
Genuinely — these are the cases where we'd point you at them instead.
Researching anything else
For any question where the answer lives on the web rather than in a data feed, Perplexity is the better tool.
Finding what's been written
If you want the range of published opinion on a topic, search is exactly the right instrument.
Obscure or qualitative topics
Things with no structured dataset behind them. TRUE would have nothing to work from.
The honest verdict
Use Perplexity to find out what people are saying. Use TRUE to find out whether the data agrees with them.
For markets specifically, we think starting from the data and treating commentary sceptically is the more honest order of operations — but Perplexity is a genuinely excellent product, and for general research it's the better choice.
Neither tool will tell you what to buy, and neither should.
Frequently asked questions
Is Perplexity good for stock research?
It's good at finding and citing what has been written about a stock. It is not connected to a market data feed, so it inherits whatever the pages it reads happen to claim. Useful for commentary; less reliable for figures.
What does TRUE do differently?
It treats structured market data as the primary source and news as something to be checked against it. When a headline's explanation doesn't fit what the data did, TRUE says so.
Judge it yourself.
Ask TRUE a question you already know the answer to, and see whether it earns your trust.
For research and education. Not financial advice.