Outperform the market with AI
Track top stocks rated by our transparent, science-backed AI engine
Analyzed weekly across thousands of data points and factors.
Potential outperformance versus lowest-rated stocks.
Methodology and results stay fully transparent.
Science-Backed Trading Intelligence
Our AI analyzes far more factors than any human can, delivering insights that traditional analysts miss — backed by published research.
AI-Powered Deep Analysis
Our AI processes thousands of data points per stock, far more than any human analyst can evaluate at once.
Research-Backed Forecasting
Peer-reviewed studies show AI stock ratings correlate with actual future returns and earnings.
Recommended Portfolios
A portfolio built from the highest-ranked stocks is tracked live, with weekly updates and rebalancing.
Updated Weekly
Every stock is re-rated on a set weekly schedule as new market information becomes available.
Early Warning on Risks
The AI identifies shifting market dynamics and flags potential risks before they become obvious.
Fully Transparent
All performance and methodology are published openly. Past results are never changed after the fact.
Built on Research, Tested in the Real World
Peer-reviewed academic research shows AI can meaningfully improve investment outcomes. We're putting that to the test in a live, public system.
Peer-Reviewed Study
Published in
“Can ChatGPT assist in picking stocks?”
A peer-reviewed paper studying how AI-generated stock ratings connect to actual market outcomes, including earnings accuracy and return prediction.

Chart from the published study showing AI rating groups vs market performance
Key Research Findings
AI earnings forecasts significantly correlate with actual earnings outcomes.
AI stock ratings correlate with future stock returns.
AI reacts to new information faster and with less bias than human analysts.
Outperformance is particularly strong during volatile market conditions.
AI processes far more factors simultaneously than any individual analyst can.
Follow-up Research
“Can ChatGPT improve investment decisions? From a portfolio management perspective”
Extended research examining AI's ability to select assets and build diversified portfolios that outperform random selection across stocks, bonds, commodities, and more.
Portfolio-Level Findings
ChatGPT's asset selections show statistically better diversification than random selection.
Portfolios built from AI picks outperform randomly constructed portfolios.
AI can identify abstract relationships between assets across different classes.
Demonstrates AI potential as a co-pilot for portfolio management decisions.
How Performance Is Tracked
All performance and methodology are published openly. Here's what we measure and track.
Total Return
CAGR
Max Drawdown
Sharpe Ratio
% Months Beating Market
Growth Chart
Comprehensive, industry-standard performance tracking, with 100% transparency.
Ready to Beat the Market With AI?
See the AI's top-ranked stocks, follow the live portfolio, and track real performance as our system aims to outperform the market — transparently.
What you'll get:
- AI rankings on every top-100 stock, updated weekly
- Recommended portfolio with rebalancing guidance
- Detailed explanation and risk context for each stock
- Transparent performance tracking and methodology
- Early warnings on shifting market dynamics and risks