We present an IFN-associated 96-gene blood transcriptional signature of recent SARS-CoV-2 exposure which was strongly upregulated in recently infected COVID-19 contacts across three independent cohorts from diverse settings, with the temporal dynamics of the response closely following the in vivo SARS-CoV-2 viral load. The gene discussed is IFNA1; the disease is COVID-19.