diff --git a/push/topology.go b/push/topology.go
index f2b917cd..a69bdba3 100644
--- a/push/topology.go
+++ b/push/topology.go
@@ -70,7 +70,7 @@ func PushTopology(c echo.Context) error {
 	}
 
 	var idsToDelete []string
-	if err := ctx.DB().Model(&models.Component{}).Select("id").Where("topology_id = ?", data.TopologyID).Where("id NOT IN ?", returnedIDs).Find(&idsToDelete).Error; err != nil {
+	if err := ctx.DB().Model(&models.Component{}).Select("id").Where("topology_id = ?", data.TopologyID).Where("deleted_at IS NULL").Where("id NOT IN ?", returnedIDs).Find(&idsToDelete).Error; err != nil {
 		return dutyAPI.WriteError(c, dutyAPI.Errorf(dutyAPI.EINTERNAL, "error querying old components: %v", dutydb.ErrorDetails(err)))
 	}