“参观者”常见的英文表达是 visitor 。
例句：
The museum attracts a large number of visitors every day.（这个博物馆每天吸引大量参观者。）
The visitors were impressed by the beautiful scenery in the park.（参观者们对公园里的美丽景色印象深刻。 ）