1. A computer-implemented method for visualization of user sentiment for one or more product features, comprising: providing one or more product image templates, a product image template having a location representing a product feature; obtaining an aggregated sentiment score for a product feature from user generated content; mapping the aggregated sentiment score to a score visualization on a visualization scale; and representing the location in the product image template relating to the product feature with the mapped score visualization for the aggregated sentiment score to provide a visualization of the product.