Surely there's a lot more sophisticated high-volume trading algorithms taking place than what I did.
Take a look at GDAX's full book [1] -- Even going all the way down to a BTC price of $8600 (-50% current prices), there's only outstanding buy orders to consume 5169 BTC if someone entered a market sell order. Obviously that would trigger a lot of automated trades that don't live on the book but I think the assumption that "trading volume" == "liquidity" is very dangerous.