Our approach to maximizing user and advertiser value is by:
- Providing deep insights on end consumer needs and behavior, derived through algorithms, for maximizing clicks and conversions
- Estimating the correct value of impressions for bidding
- Optimizing across multiple campaigns
Clearly, achieving the above is no small feat, our biggest challenge being large and sparse data. We innovate on a daily basis to use machine learning algorithms to analyze billions of ads served, while matching them with the right user at the right time through user level information.
We have innovated on top of several state of the art machine learning algorithms to achieve these goals.