playing against the bots is in most circumstances just a waste of time, market makers usually reposition themselves only milliseconds after you initiate your order, so even if it looks like you're the top-bidder at a point in time, you're probably not, and the website just hasn't been able to refresh at a high enough rate for you to know that you're behind.
The advantage of being the maker of the price is that you would pay lesser compared to being a taker in some exchanges. In Bittrex, I believe the trading fee for maker and taker is just the same while in other exchanges, 0.15% fee for maker while 0.25% fee for the taker that's why some would put the bid or ask price higher or lower respectively to avoid paying the higher trading fee.
As for my trading style, I would just see the potential support of the coin and put the buy order there. I don't care if it is few pages away in the order book because if my speculation would turn out to be right then I would have bigger profit.