The disclosure relates to systems and methods for processing a location input that specifies one or more geographically definable locations for input to individual ones of a plurality of social media or other content providers that have different input formats for specifying locations. A geo-location input may be normalized to an input format that conforms to a particular content provider, which may use a format for the geo-location input that is different that a format used by another content provider. The formatted geo-location input may be communicated to the particular content provider to obtain content from the content provider. The formatting may result in artifacts such as over-inclusive results having excess content and/or under-inclusive results that omit content that should have been provided. The obtained content obtained may corrected based on a determination of whether the content is over-inclusive and/or under-inclusive by removing obtained content and/or adding new content.