The Pomp Podcast
Clay Collins, Co-Founder and CEO of Nomics: Identifying Fake Volume & Exchange Data Transparency
- How cryptocurrency market data is derived, priced, and distributed across platforms like CoinMarketCap and Nomics, involving complex methodologies that anchor to fiat pairs and handle outliers differently than competitors.
- The prevalence of "shenanigans" in crypto exchange data: ticker stuffing, wash trading, spoofed orders, and inflated volumes on lesser-known exchanges that distort price signals.
- Regulatory and institutional adoption trends requiring exchanges to provide transparent, auditable, granular historical trade data—a shift from the traditional stock exchange model of data monopolies.
- The ongoing "arms race" between data quality improvement and new manipulation tactics, similar to spam detection, with no permanent solution expected.
- Nomics' strategy: deep integration across 400+ exchanges with algorithmic quality rankings rather than aggregating multiple third-party indicators; focus on solving "boring basics" like data normalization and wash-trading detection.
- The importance of Bitcoin infrastructure as the second most critical component of crypto after Bitcoin itself, with institutional investors prioritizing liquidity over regulatory status when choosing exchanges.