Amazon Technologies, Inc.

Suyash Parth

Ian Michael Menzies

Ashlesha Vishnu Kadam

Cristian Grub Rodriguez

Techniques for sending prompt data related to content output on a voice-controlled device are described. In an example, a computer system receives request for audio output at a user device. The computer system determines a recommendation for content. The computer system also generates customization data for prompt data based on one or more user features, context features, metadata features, and a history of customization data. The prompt data includes the customization data and an acknowledgement associated with the request. The computer system sends the prompt data to the user device.

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Redmond, WA, United States of America

Suyash Parth