Various methods and systems for providing batch search interfaces that support operations for dynamically generating batch search queries, executing batch search queries, and causing display of batch search query result items are provided. In operation, a batch search query interface for inputting images is generated. An image is received. A first feature and a second feature of the image are detected from the image. A first tag for the first feature and a second tag for the second feature are displayed on the batch search query interface. The tags refer to attributes associated with different features of the image. A batch search query based on the first and second tag is communicated to cause execution of the batch search query to generate search results. A first and second plurality of results associated with the respective tags are simultaneously displayed using feature-tag-specific results display portions of the batch search results interface.