1. A computer-based method for positioning point-of-interest (POI) data in a planar panorama image, comprising: receiving first POI data, comprising a first geo-location, corresponding to a first POI, and second POI data, comprising a second geo-location, corresponding to a second POI different than the first POI; creating a first data tag, comprising at least a portion of the first POI data, corresponding to the first POI, and a second data tag, comprising at least a portion of the second POI data, corresponding to the second POI, at least one of the first data tag or the second data tag not comprising street-side imagery associated with the planar panorama image; and clustering the first data tag corresponding to the first POI and the second data tag corresponding to the second POI at a cluster geo-location displayed in the planar panorama image, the cluster geo-location based at least upon the first geo-location and the second geo-location, at least a portion of the clustering performed by a processing unit.