Abstract: A computer implemented advertisement method for matching a user with a computer generated advertisement that is compatible to a users of the methods preferred aesthetic. In one example the method comprises: receiving a profile generated by recording user choices from a field of images displayed to the user; applying a logistics regression model to the image choices to create a baseline aesthetic template used to determine the most appropriate model or actor to be inserted into the background of a still or video advertisement. Any results within a desired confidence level are returned to the user as and advertisement with the appropriate model or actor inserted by means of current and available technology into the ad to be displayed on the user's mobile or video device.

Abstract: A computer implemented advertisement method for matching a user with a computer generated advertisement that is compatible to a users of the methods preferred aesthetic. In one example the method comprises: receiving a profile generated by recording user choices from a field of images displayed to the user; applying a logistics regression model to the image choices to create a baseline aesthetic template used to determine the most appropriate model or actor to be inserted into the background of a still or video advertisement.

Abstract: A computer implemented matching method for matching a user with one or more romantically compatible users of the method. In one example the method comprises: receiving a profile generated by recording user choices from a field of images displayed to the user; applying a logistics regression model to the image choices to determine compatibility between two users. Creating a baseline template of the user's aesthetic preferences then applying this model to templates created from other users of the method. Any results within a desired confidence level are returned to the user. For mutual compatibility the user's own image is compared to that of the query's preference template to determine the presence of mutually compatible aesthetic attraction. Users can also use facial recognition to run personality test on themselves or potential matches to determine a if there is personality compatibility to the combination as well.