Meijer Visser was a son of Samson Salomon Visser and Eva Bakkem. He married in Amsterdam on 23 July 1884 to Keetje Vieijra, who however passed away on 30 June 1904. Meijer and Keetje had eleven children together: Jansje, Eva (married to 534698), Judith, Sophia, Jacob, Samson, Israel, Leendert, Annie, Rachel and Samuel.
After the death of Keetje Vieijra, Meijer Visser remarried on 9 August 1905 to …