Dusk Maiden of Amnesia S01 E03 Maiden of Dusk

Teiichi is not the only one who can see ghosts; he receives a letter to meet with the sender. They tell Teiichi he is being haunted and will be dragged down. Do they not see the same Yuuko, he sees?