Official safety data underreport the burden of cycling safety incidents. In Vancouver, British Columbia only 1 in 8 cycling incidents were reported to insurance claim. The burden of cycling safety incidents is much greater than official data sources suggest. Innovations are needed for cycling safety surveillance.