According to the source, AI models combined with on-chain analytics can surface tokens before major CEX listings by tracking Smart Money inflows, rapid DEX liquidity growth, and accelerating unique holder counts; these patterns are documented in practitioner research and dashboards. source: Nansen Research; Kaiko Research Monitoring newly created liquidity pools, contract deployments linked to labeled market makers, and unusual bridge inflows to exchange-associated wallets improves pre-listing screening and timing. source: Arkham Intelligence; Nansen Research Listing catalysts often bring extreme short-term volatility; historical order book and liquidity data show wider spreads and higher slippage around announcement windows, warranting staged entries, tight stops, and smaller sizing. source: Kaiko Research