StoryStocks.ai
Introducing Echo

What matters today, without the noise.

Five curated StoryStocks each day, selected through a research-backed framework built from 1.8M+ historical setup events.

Echo, our AI analyst, uses the StoryStocks framework to surface the names, stories, and setup context worth your attention.

Or look up any stock

802,000+
Historical Events
7
Setup Families
11,000+
Stocks Tracked
2003–Present
Coverage Period
The Core Loop

Framework first. Then you decide.

StoryStocks is built as a single loop. Start broad, go deeper on what interests you, and evaluate through the lens of Setup, Archetype, and Structural Qualities.

1

Start at the Desk

See today's most interesting setups, filtered through the framework. The Desk shows you which stocks are at structural inflection points and why.

Open the Desk
2

Go deeper on any stock

Look up any ticker and see its full framework profile: archetype, active setup, structural context, and what the historical evidence says.

Look up a stock
3

Understand the framework

Learn how Setup, Archetype, and Structural Qualities work together — and why we built our own language to describe what we found.

How it works
4

Join the beta

StoryStocks is in private beta for serious discretionary traders. Join the waitlist to get early access.

Join the waitlist
Why This Is Different

Most tools stop at the setup. We didn't.

Scanners detect patterns. StoryStocks evaluates them — through a framework born from studying what actually separates the strongest outcomes from the rest.

Framework, Not Just Signals

Every stock is evaluated through three lenses: Setup (the chart pattern), Archetype (the business story), and Structural Qualities (the conditions that separate winners from the rest).

Research-Born, Not Assumed

The framework came from studying 1.8M+ historical events, not from theory. Datasets include delisted stocks and failures. Walk-forward tested across multiple market regimes.

Deterministic Analytics

All statistics are computed from the visible dataset. Same inputs, same outputs, every time. The AI interprets — the data verifies.

Grounded, Not Generative

Echo answers from the stock's actual framework profile — not from training data or narrative hallucination. It tells you when the data is thin.

See the framework in action.

Start at the Desk for today's most interesting setups, go deeper on any stock, and join the beta when you're ready.