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Stock Expert AI

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MoonshotScore: Compressing Stock Analysis Into One AI Number (0–100)

If you've ever researched a stock, you know the problem: you open ten tabs — financials, charts, news, analyst takes — and an hour later you're more confused than when you started.

We built MoonshotScore to fix exactly that. It's a single number from 0 to 100 that answers one question: how much upside potential does this stock have right now?

What goes into the score

MoonshotScore isn't one metric dressed up — it's a blend of signals our models weigh together:

  • Fundamentals — revenue growth, margins, debt load, free cash flow
  • Technical structure — trend, momentum, support and resistance
  • Sentiment — news flow and how the market is positioned
  • Valuation — is the price ahead of the story, or behind it?

Each stock is re-scored as new data arrives, so the number reflects now — not last quarter.

The Legends Council

Numbers alone miss nuance, so we layered on perspective. The Legends Council runs each stock through the lens of investing legends — Buffett's quality focus, Dalio's macro caution, Lynch's growth-at-a-reasonable-price, Simons' quant rigor. You see where they'd agree, and where they'd argue.

Why a single number?

Because decisions need an anchor. MoonshotScore doesn't tell you to buy — it tells you where to look first. A 78 means "dig in." A 31 means "probably skip it." It turns a two-hour research session into a two-minute filter.

We cover 35,000+ stocks, and it's free to use.

👉 Try it: stockexpertai.com


If you were designing a score like this, what would you want it to factor in? Curious to hear takes in the comments.

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