YouTube Strategy Tester: AI Extracts and Backtests Trading Videos

The problem: promises without proof

Trading YouTube is full of confident titles: "This strategy never loses", "I made 300% with one indicator", "Best scalping strategy". Most videos do not provide a real backtest with fees and baselines.

YouTube Strategy Tester exists to turn claims into tests.

How it works: 3 steps, 30 seconds

1. Paste the title or concept of a trading video
2. The AI extracts the implied strategy rules
3. Strategy Arena backtests the rule and compares it with Buy & Hold

The output is not a verdict from vibes. It is a simulation.

5 presets to discover the tool

Presets help beginners test common ideas quickly: RSI scalping, moving-average crossover, breakout systems, mean reversion and trend-following logic.

Each preset shows how a popular trading idea behaves once converted into rules.

Integration with the backtest engine

The tool connects with the Backtester, which means the strategy can be evaluated with historical data, fees and basic robustness checks.

A strategy that looks good in a video may fail once the rules are applied mechanically.

Going further: Monte Carlo

Monte Carlo testing helps detect whether performance depends on one lucky path. If a strategy collapses under randomization, it should not be trusted.

This is the difference between a backtest used as marketing and a backtest used as research. A single equity curve can be lucky. A strategy that survives many shuffled or resampled paths is more interesting.

Why this matters

The point is not to attack creators. The point is to protect learners. A video can be educational and still contain a weak strategy.

By testing rules, you learn which ideas survive contact with data.

It also teaches precision. Many videos describe entries vaguely: "buy when momentum is strong" or "sell when trend weakens." The AI has to turn that language into exact rules. If the rule cannot be made precise, it cannot be tested properly.

That alone is a useful filter. A strategy that cannot be written clearly is usually not ready for automation.

Try now

Open the YouTube Strategy Tester, paste a trading idea and compare the result with simple baselines. If it cannot beat Buy & Hold or survive fees, treat it as a lesson, not a system.