How It Works

We bring transparency to financial content by tracking predictions and comparing them against real market outcomes.

📺 Data Collection

We monitor YouTube channels of popular Indian finance content creators. Our system automatically extracts transcripts from videos that contain market predictions, stock picks, or economic forecasts.

🎯
What counts as a prediction?

Any statement about future market direction, specific price targets, timing of events, or stock recommendations with expected outcomes.

🤖 AI-Powered Extraction

Using Google's Gemini AI, we analyze video transcripts to identify and structure prediction statements. For each prediction, we extract:

  • Statement — The exact claim made
  • Asset — What's being discussed (NIFTY, specific stocks, Gold, etc.)
  • Direction — Bullish, bearish, or neutral outlook
  • Target — Any specific price or return targets
  • Timeframe — When the prediction should materialize
  • Timestamp — Exact moment in the video for verification

📈 Market Verification

Once a prediction's timeframe has passed, we verify it against actual market data from NSE, BSE, and other trusted sources. Our verification considers:

40%
Direction Accuracy

Was the bullish/bearish call correct?

40%
Target Accuracy

How close were price targets? (±10% tolerance)

20%
Timing Accuracy

Did it happen within the stated timeframe?

⚠️ Important Disclaimers

Not Financial Advice

This tool is for informational and educational purposes only. Past accuracy does not predict future performance.

AI Limitations

Our AI extraction may occasionally misinterpret context or miss nuance. We continuously improve accuracy.

Data Sources

We rely on publicly available YouTube videos and official market data. Gaps may exist.

Fair Assessment

We aim to be objective. Predictions are evaluated on their stated terms, not hindsight interpretations.

🙋 Suggest a Creator

Know a finance YouTuber who should be tracked? We're always looking to expand our coverage.

📊 Current Coverage