Abstract: Methods, apparatus, systems and articles of manufacture are disclosed to identify non-named competitors. An example method includes identifying, with a processor, a target item to evaluate in connection with historical market activity data, and improving model evaluation efficiency by optimizing, with the processor, erroneous selection of competitive products by: identifying a rest-of-category (ROC) subset of items in the historical market activity data that exclude a same manufacturer as the target item, identifying a rest-of-manufacturer (ROM) subset of items in the historical market activity data that are associated with the same manufacturer as the target item and exclude a same brand as the target item, and identifying a rest-of-brand (ROB) subset of items in the historical market activity data that are associated with the same brand as the target item and exclude the target item.

Abstract: A method and system for customizing form elements in a form building application. According to one embodiment, a form builder receives an identification of a user of the form building application, the form building application providing a graphical user interface for the manipulation of a set of form elements, and enables access to a subset of the form elements according to authorization rules, and an access manager determines the authorization rules associated with the user.

Abstract: A method and system for customizing form elements in a form building application. According to one embodiment, a form builder receives an identification of a user of the form building application, the form building application providing a graphical user interface for the manipulation of a set of form elements, and enables access to a subset of the form elements according to authorization rules, and an access manager determines the authorization rules associated with the user.

Abstract: A method and system for generating output modules in a form-based application runtime environment. According to one embodiment, a form manager receives an indication that a reusable form element has been changed, determines which output modules from a set of output modules are affected by the changed form element, and invalidates the affected output modules, and a runtime manager receives a request for an output module from the set of output modules and regenerates the requested output module if the requested output module has been invalidated.