Why Traders Still Miss Liquidity Red Flags — and What a Real-Time Screener Actually Solves
Here’s the thing. I used to think on-chain liquidity was simple. It wasn’t. Wow—prices moved in ways my models didn’t expect. At first glance, a pair with big volume looks safe, right? But that first impression often lies; my instinct said somethin’ was off more times than I liked. Hmm… Seriously, liquidity depth and distribution tell a different story than raw volume does. Initially I thought volume was king, but then realized slippage and concentrated liquidity matter far more for actual trade execution. On one hand, you can watch hourly volumes spike and feel confident. On the other hand, if those volumes sit in a single whale’s hands, a single sell can wipe out gains—and actually that happens a lot. Short-term pumps fool almost every newcomer. Really? Yes. Most screeners show price action, not true liquidity health. A better tool surfaces order book analogs and recent liquidity migrations. Check depth