Open exchanges are highly susceptible to bot traffic and low-quality MFA (Made for Advertising) websites. To buy media supply effectively, look into:

The closer you get to the publisher, the better your media supply becomes.

Deploy algorithms that prioritize viewability and attention metrics over simple impressions.