Ezoic leverages AI to enhance the value of advertising placements on your site through the real-time bidding protocol, which relies heavily on historical data. Each time there is a bid for a placement, that data is recorded and used to inform future bidding processes. This historical data plays a crucial role in determining the value of ad placements over time.
When there is a change in the layout of your site, it results in the loss of this bidding history in the exchanges. This means that the accumulated data, which was previously used to optimize bidding and maximize value, is erased, and the process has to start anew. While Ezoic employs AI to help rebuild this data, it is not just Ezoic that needs to relearn the information; the entire system of bidders needs to gather new historical data.
The more traffic your site receives, the quicker this takes. More traffic results in more bidding events, which in turn provides a larger pool of data for the AI to learn from and iterate upon. Consequently, the faster this data is accumulated, the quicker the value of ad placements can be optimized once more.