The most important and most difficult feature to implement to a bot would be a way for it to be profitable in all conditions. I am talking about bull market, sideways markets and bear markets.

Most bots function well in one or the other. Some even function well in bull or bear as long as they are trending one way or the other. However they won’t function well if the markets get stale.

Hence the bot needs to detect what type of market we are in and adapt to that market to stay profitable or at least stop losing money.