This report shows that by 'listening' into the social web, unforeseen phenomena may be revealed. Specifically, it is evident that advanced technological solutions and signal detection algorithm were able to detect neuropsychiatric events (side effects) in the case of Singulair, more than 2 years prior to any official warning by the regulator or the manufacturer.