TradeThesis: AI that explains stock market moves — not just predicts

Hey Product Hunt 👋 I’m Mohit, a software engineer and the builder behind this project. The idea started from a simple frustration: most stock tools either overwhelm you with indicators or give black-box buy/sell signals without explaining the reasoning. I wanted to explore a different approach — AI that focuses on **explainability instead of prediction**. Instead of telling you what to buy, the tool breaks down *why* a setup might exist by combining: • technical structure • fundamentals context • sector strength • news impact • potential risks and invalidation conditions The goal is to act more like an **AI research assistant for market analysis**, not a trading bot. Right now this is an early version, and I’m mainly validating whether people actually find this kind of structured reasoning useful. I’d genuinely love your feedback: • Would something like this help your decision making? • What would you want the analysis to include? • What tools do you currently rely on? Thanks for checking it out 🙏

Forum Threads

p/tradethesis

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7mo ago

Why do most AI stock tools focus on predictions instead of explanations?

I ve been exploring AI tools for stock analysis and noticed that most focus on predictions or buy/sell signals.

But in markets where uncertainty is high, I personally find reasoning more useful than predictions.

For example:
What factors support a setup
What contradicts it
What risks exist
What would invalidate the thesis

Curious how others think about this.

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