Is There an Under-Resourced Problem?

Most publishers don't have the scale of inventory to easily test all these different solutions against each other. Live ramps ramp ID is able to produce much higher CPMs off an audience match than others. There's questions around how viable some of these determinants like IDs are going forward, given the changes again to privacy laws.