COVID-19 pandemic has given rise to a collective scientific effort to study its viral causing agent SARS-CoV-2. Research is focusing in particular on its infection mechanisms and on the associated-disease symptoms. Interestingly, this environmental pathogen directly affects the human chemosensory systems leading to anosmia and ageusia. Evidence for the presence of the cellular entry sites of the virus, the ACE2 and the TMPRSS2 proteins, has been reported in non-chemosensory cells in the nose and mouth of the rodents, missing a direct correlation between the symptoms reported in patients and the observed direct viral infection in human sensory cells. Here, mapping the gene and protein expression of ACE2 and TMPRSS2 in the mouse olfactory and gustatory cells, we precisely identified the virus target cells to be of basal and sensory origin and we revealed their age-dependent appearance. Our results not only clarify human viral-induced sensory symptoms but also propose new investigative perspectives based on ACE2-humanized mouse models.