Built an AI layer for backtesting that auto-populates portfolios from natural language
🚀 Just shipped: AI-powered backtesting
You can now CHAT with your backtesting platform.
"What would've happened if I bought gold every time inflation spiked?"
→ AI suggests the exact portfolio
→ Auto-fills the form
→ Run in one click
The problem with backtesting:
- Too many tickers (296 on our platform)
- Too many time periods
- Analysis paralysis before you even start
Now you just... ask.
Real examples that work:
"I want to test tech vs energy during 2022"
→ AI recommends: AAPL, GOOGL, XOM, CVX
→ Sets benchmark: S&P 500
→ Period: Jan 2022 - Dec 2022
Run backtest. See results. Learn.
Lost a backtest? Ask why.
"My crypto portfolio underperformed, what went wrong?"
AI analyzes your ACTUAL results:
- Entry timing issues
- Correlation blindspots
- Benchmark selection
Education, not just data dumps.
This isn't a ChatGPT wrapper. It's AI that knows our 296 tickers, 5 periods, and your backtest history.
Try it free:
1. Sign up (Google auth, <10 sec)
2. Go to Portfolio Builder
3. Ask the AI anything
No credit card. No paywall for AI.
https://permabulls.win

Replies