Incorporating the so-called Knowledge Gradient approach to Optimal Learning, the GuestSae and ORA AI algorithms are able to execute an optimal ad campaign strategy by seeking new conversion opportunities in real-time and redistributing the ad campaign budget accordingly. What’s more, GuestSage and ORA AI is capable of closing ad groups that are perceived to be underperforming, therefore eliminating the undesirable campaign expenses. Unlike deep learning-based algorithms, however, it is able to derive its solutions from much smaller data sets

For active ad groups GuestSage and ORA AI allows our digital marketing partners to achieve profits approaching optimal levels, profits that could be realized with the complete information/perfect knowledge of future bid prices.

Thanks to its Machine Learning engine, GuestSage and ORA AI is able to dynamically adapt to changing competitive environment like changing bid pricing and conversion rates, even for newly created ad campaigns. At the same time, the time required for the GuestSage and ORA AI algorithms to perform at optimal levels (i.e., the time required to „learn”) is cut down significantly.