In many applications, ads are displayed together with the prices, so as to provide a direct comparison among similar products or services. The price-displaying feature not only influences the consumers' decisions, but also affects the advertisers' bidding behaviors. In this paper, we study ad auctions with display prices from the perspective of mechanism design, in which advertisers are asked to submit both the costs and prices of their products. We provide a characterization for all incentive compatible auctions with display prices, and use it to design auctions under two scenarios. In the former scenario, the display prices are assumed to be exogenously determined. For this setting, we derive the welfare-maximizing and revenue-maximizing auctions for any realization of the price profile. In the latter, advertisers are allowed to strategize display prices in their own interests. We investigate two families of allocation policies within the scenario and identify the equilibrium prices accordingly. Our results reveal that the display prices do affect the design of ad auctions and the platform can leverage such information to optimize the performance of ad delivery.
翻译:在许多应用中,广告会与价格一起显示,以便在类似产品或服务之间提供直接比较。价格展示功能不仅影响消费者的决策,而且还影响广告商的投标行为。在本文中,我们从机制设计的角度研究了带有展示价格的广告拍卖,其中要求广告商提交其产品的成本和价格。我们对具有展示价格的所有激励兼容拍卖进行了表征,并用它来设计两种情况下的拍卖。在前一情况下,假定展示价格是外生确定的。针对这种情况,我们推导出任何价格方案的最大福利和最大收益拍卖。 在后一种情况下,广告商被允许根据自身利益来制定展示价格。我们研究了该场景下的两类分配策略,并相应地确定了平衡价格。我们的研究结果揭示了展示价格确实影响了广告拍卖的设计,平台可以利用这些信息优化广告投放的性能。