Methods and apparatus to measure exposure to streaming media are described. An example method includes demultiplexing a closed captioning transport stream from a media stream, the media stream intercepted intermediate a media device and a display. Metadata is extracted from the closed captioning transport stream. At least one of the metadata or data based on the metadata is exported to a media measurement server.