The COVID-19 pandemic erupted in early 2020. The Swiss Federal Council implemented a semi-lockdown in March 2020, asking people, particularly older adults, to stay at home to limit the transmission of the disease and to use digital tools to maintain their social relations and activities. This study inquired how older adults confronting precarity experienced these restrictions, how digital tools functioned in this context, and what learning could therefore be imbibed for the post-pandemic era. We conducted semi-structured telephone interviews with adults aged between 66 and 90 years living in a rural and mountainous Swiss region. The obtained data were subsequently thematically analyzed. The results revealed that the respondents experienced ageism during the semi-lockdown and reported limited or non-existent opportunities to use digital tools to maintain online social contact. This predicament increased their sense of loneliness and amplified their feelings of rejection by the outside world. These observations elucidate the need for the enhancement of non-ageist social support for older people, including individuals with limited social and material resources. We advocate the adoption of innovative initiatives in the post-pandemic era to better include precarious older people in our localities and neighborhoods.