Abstract: Systems and methods for automatically associating content characteristics to a third-party content are provided. A uniform resource locator identifying a resource is received from a content provider. The content is rendered to produce an object tree. A first node of the object tree is determined, where the first node represents a content slot. A second node of the object tree proximate to the first node is identified. The second node has a content characteristic, which is extracted. The extracted content characteristic is associated with the first node and stored.

Abstract: Systems and methods for optimizing content layout using behavior metrics are provided. Behavioral data is collected for a content item presented on a client device. The behavioral data indicates various locations within a display area of the content item at which a user action (e.g., clicking) occurs. The behavioral data is used to assign weights to various components of a layout scheme for the content item. A user action that occurs within an area of the content item associated with a particular component of the layout scheme contributes to the weight of the corresponding component. The weights associated with each component of the layout scheme are used to optimize the layout for the content item. Components with greater assigned weights are highlighted or emphasized. The display sizes of components in the optimized layout scheme may correspond to the weights associated with the components.

Abstract: A system for automatically generating a content item may include receiving a content item template having a set of elements for creating a content item and content item data for the set of elements. In some implementations, the content item data may include one or more assets that are selected based on contextual data for a content item request. The contextual data may include a connection type or speed. A placeholder for each element of the set of elements of the content item template may be generated and a space allocation for each element may be determined based on the generated placeholders for each element. A determination if a conflict exists based on the determined space allocations for each element may be made and, responsive to determining no conflict exists, a content item may be generated using the content item data and the determined space allocations.

Abstract: A content conversion computer system for converting static image content to dynamic content includes a memory for storing data and a processor in communication with the memory. The processor is configured to receive a static image content having a plurality of image characteristics, analyze the static image content to determine the plurality of image characteristics, determine a plurality of dynamic content characteristics used for converting the static image content to a dynamic content, and generate the dynamic content based upon the image characteristics and the dynamic content characteristics.

Abstract: Systems and methods for optimizing content performance using click types are provided. A content generation system receives request for a content item for presentation on a client device. The request includes an indication of a serving context for the content item. The content generation system uses a click type performance model and the serving context for the content item to calculate a predicted performance metric for the content item for multiple different potential click types. Each of the potential click types defines different criteria for triggering an event that occurs in response to a user interaction with the content item when the defined criteria are satisfied. The content generation system selects one of the potential click types based on the predicted performance metrics and generates a content item having the selected click type. The click type performance model is updated using event data from the client device.

Abstract: Systems and methods for optimizing content layout using behavior metrics are provided. Behavioral data is collected for a content item presented on a client device. The behavioral data indicates various locations within a display area of the content item at which a user action (e.g., clicking) occurs. The behavioral data is used to assign weights to various components of a layout scheme for the content item. A user action that occurs within an area of the content item associated with a particular component of the layout scheme contributes to the weight of the corresponding component. The weights associated with each component of the layout scheme are used to optimize the layout for the content item. Components with greater assigned weights are highlighted or emphasized. The display sizes of components in the optimized layout scheme may correspond to the weights associated with the components.

Abstract: A system for automatically generating a content item may include receiving a content item template having a set of elements for creating a content item and content item data for the set of elements. A placeholder for each element of the set of elements may be generated and a space allocation for each element may be determined based on the generated placeholders for each element. A determination if a conflict exists based on the determined space allocations for each element may be made and, responsive to determining no conflict exists, a content item may be generated using the content item data and the determined space allocations.

Abstract: Systems and methods for automatically generating display content are provided. A uniform resource locator identifying a landing resource is received from a third-party content provider. One or more images are extracted from the landing resource. The extracted images are analyzed to detect the visual content and semantic content thereof. The extracted images are scored based on at least one of the detected visual content and the detected semantic content. The highest-scoring image is selected from a set of images that includes the images extracted from the landing resource. A third-party content item that includes the selected image is generated and served to a user device. The third-party content item is configured to direct the user device to the landing resource.

Abstract: A computerized method for automatically generating display content includes receiving a uniform resource locator, wherein the uniform resource locator specifies a landing resource and extracting visual information from the landing resource, wherein the visual information defines one or more images, texts, and colors displayed on the landing resource. The method further includes selecting one or more images, one or more text snippets, and one or more colors based on the visual information extracted from the landing resource, generating a layout for a content item based on one or more of the selected images or selected text snippets, and assembling the content item by applying the selected images, the selected text snippets, and the selected colors to the generated layout.