Advertisers bid for online ads based on demographics and other data provided by publishers. Granular data can improve ad matching but also reduce publishers’ revenues by reducing bids for specific inventory. Both parties can benefit from auctions with mixed bundles of inventory types that broaden competition but also improve targeting.
