Abstract: One or more techniques and/or systems are provided for bid optimization. A bid test component is configured to receive a notification from a content recommendation auction engine that a user has requested that the bid test component test various bidding parameters for a content scheme used to bid on opportunities to show content to users. Accordingly, a set of test content schemes are created. Varying bid levels, budget allocations, and/or other bidding parameters are set for the test content schemes. The test content schemes are submitted to the content recommendation auction engine for bidding on opportunities to show content. Test content scheme statistics, regarding the performance of the test content schemes, are collected. Recommendations are providing and automated content scheme management is facilitated based upon the test content scheme statistics.

Abstract: One or more techniques and/or systems are provided for bid optimization. A bid test component is configured to receive a notification from a content recommendation auction engine that a user has requested that the bid test component test various bidding parameters for a content scheme used to bid on opportunities to show content to users. Accordingly, a set of test content schemes are created. Varying bid levels, budget allocations, and/or other bidding parameters are set for the test content schemes. The test content schemes are submitted to the content recommendation auction engine for bidding on opportunities to show content. Test content scheme statistics, regarding the performance of the test content schemes, are collected. Recommendations are providing and automated content scheme management is facilitated based upon the test content scheme statistics.

Abstract: One or more techniques and/or systems are provided for bid optimization. A bid test component is configured to receive a notification from a content recommendation auction engine that a user has requested that the bid test component test various bidding parameters for a content scheme used to bid on opportunities to show content to users. Accordingly, a set of test content schemes are created. Varying bid levels, budget allocations, and/or other bidding parameters are set for the test content schemes. The test content schemes are submitted to the content recommendation auction engine for bidding on opportunities to show content. Test content scheme statistics, regarding the performance of the test content schemes, are collected. Recommendations are providing and automated content scheme management is facilitated based upon the test content scheme statistics.

Abstract: One or more techniques and/or systems are provided for bid optimization. A bid test component is configured to receive a notification from a content recommendation auction engine that a user has requested that the bid test component test various bidding parameters for a content scheme used to bid on opportunities to show content to users. Accordingly, a set of test content schemes are created. Varying bid levels, budget allocations, and/or other bidding parameters are set for the test content schemes. The test content schemes are submitted to the content recommendation auction engine for bidding on opportunities to show content. Test content scheme statistics, regarding the performance of the test content schemes, are collected. Recommendations are providing and automated content scheme management is facilitated based upon the test content scheme statistics.