Abstract: Methods and apparatus for managing content may include receiving feedback information for content associated with a device having a set of device characteristics. The methods and apparatus may further include determining a compatibility rating of the content based on the feedback information. The methods and apparatus may also include providing a message based on a portion of the compatibility rating of the content for an other device having a portion of the set of device characteristics.

Abstract: Methods and apparatus for managing content may include receiving feedback information for content associated with a device having a set of device characteristics. The methods and apparatus may further include determining a compatibility rating of the content based on the feedback information. The methods and apparatus may also include providing a message based on a portion of the compatibility rating of the content for an other device having a portion of the set of device characteristics.

Abstract: Implementations relate to systems and methods for aggregating and presenting data related to geographic locations. Geotag data related to geographic locations and associated features or attributes can be collected to build a regional profile characterizing a set of locations within the region. Geotag data related to the constituent locations, such as user ratings or popularity ranks for restaurants, shops, parks, or other features, sites, or attractions, can be combined to generate a profile of characteristics of locations in the region. The platform can generate recommendations of locations to transmit to the user of a mobile device, based for instance on the location of the device in the region as reported by GPS or other location service and the regional profile. Geotag data can include audio data analyzed using region-specific terms, and user recommendations can be presented via dynamic menus based on regional profiles, user preferences or other criteria.