The number of reported COVID-19-related deaths was enhanced by implementing SARS-CoV-2 post-mortem testing of out-of-hospital natural deaths and linking mortuary registers with COVID-19 laboratory test data and case line lists. Harmonising COVID-19 data collection tools and linkage with death registers is recommended to improve reporting of COVID-19-related deaths.