Thanks for this. Giving less weight to orders that are farther from the mid-price in determining exchange liquidity could work. It's more difficult to game that formula compared to faking the volume. Exchanges can still beat it but it's much riskier on their end and they'll probably need to sacrifice more resources if they want to top the list on CMC.