Systems and methods are provided for determining whether certain color image metadata is accurate. A color image and associated color image metadata provided by a source for inclusion in an electronic catalog are accessed. A color palette corresponding to the color image is generated. A color name associated with the color palette is determined. A determination is made as to whether the image metadata comprises a color name. If the image metadata comprises a color name, a determination is made as to whether the color name included in the image metadata corresponds to the color name associated with the color palette. If the color name included in the image metadata does not correspond to the color name associated with the color palette or if the image metadata does not comprise a color name, the color name associated with the color palette is added to the color image metadata.