Our Edge
Statistically validated insights for smarter market decisions
40+ Unique Custom Metrics
AudioAlpha provides over 40 unique custom metrics derived from our AI-powered analysis of 100+ finance and crypto podcasts. These metrics go far beyond simple sentiment scores, capturing nuanced market dynamics including:
- α-Sentiment scores and momentum
- Narrative intensity and persistence
- Consensus and agreement measures
- Surprise and novelty factors
- Market psychology indicators
- Attention share and theme tracking
Full documentation of all metrics is available in our Metrics Guide.
Statistically Significant Predictive Power
We have conducted extensive statistical analysis to validate our metrics. The results demonstrate that our podcast-derived insights have statistically significant predictive power for future returns of multiple assets.
This rigorous analysis goes beyond correlation, employing proper statistical methodology to establish the genuine predictive value of our unique metrics across markets.
In-Depth Research Article
A detailed article has been published in Coinmonks providing an in-depth analysis of how our 40+ metrics demonstrate statistically significant predictive power for cryptocurrency returns. This analysis covers methodology, results, and implications for traders and investors.
Read the full analysis on CoinmonksReproducible Code
For full transparency and reproducibility, we have made the Python notebook with all analysis code publicly available on GitHub.
View the analysis notebook on GitHubWhy This Matters
In the noisy world of market analysis, many tools offer opinions without evidence. AudioAlpha takes a different approach: we combine cutting-edge AI with rigorous statistical validation to ensure our insights provide genuine value.
By demonstrating statistically significant predictive power, we give you confidence that our metrics capture real market dynamics that can inform your investment decisions. This is not just sentiment analysis — it's validated market intelligence.
Disclaimer: Past statistical significance does not guarantee future results. AudioAlpha provides AI-generated analysis for informational purposes only. All insights may contain errors and should not be considered financial advice. Always do your own research before making investment decisions.