The surname Zamzami is believed to have originated from the Arab world, particularly within the regions around the Arabian Peninsula. The name likely emerged around the early medieval period, though precise dating is uncertain due to the nomadic and spread-out nature of many early Arab tribes. The name is deeply rooted in the Arabic lexicon and appears to be related to historical occupations or geographic elements significant to the Arabic-speaking communities.

Zamzami could derive from the Arabic root "zamzam," referring to the Zamzam Well, a famous well located within the Masjid al-Haram in Mecca, Saudi Arabia. The well holds significant religious importance in Islam, being associated with the story of Hagar and her son, Ishmael. The word "Zamzami" itself can be interpreted as a patronymic or adjectival form, indicating a familial or geographical connection to the holy site.

Historical references to the surname Zamzami are sparse, yet they do appear in classical Islamic manuscripts and genealogies documenting the esteemed families connected to the Islamic holy sites. One of the earliest mentions can be traced back to the 12th century during the Islamic Golden Age, appearing in works that detailed the custodians of Mecca and its sacred sites.

Among the notable individuals bearing the surname is Ahmad ibn Abdul-Rahman al-Zamzami, an Islamic scholar from the 14th century who made substantial contributions to Islamic jurisprudence. Another prominent figure is Hussein ibn Ahmad al-Zamzami, a 16th-century historian known for his chronicles of the Ottoman influence on the Arabian Peninsula.

During the 18th century, Abdul-Qadir al-Zamzami gained recognition for his literary works and poetry that highlighted the socio-political dynamics of the Hejaz region. Additionally, in the 19th century, the name appears again with Mohammad al-Zamzami, an advocate for educational reforms within the declining Ottoman Empire territories.

In more recent historical contexts, Abdul-Hamid al-Zamzami from the early 20th century played a significant role in the independence movements against colonial powers in the Middle East. His efforts were well-documented in several nationalist accounts from that period.

These individuals collectively showcase the surname Zamzami’s deep historical connections to religious, scholarly, and political undertakings within the Arab world, underlining its distinguished heritage tied closely to the revered Zamzam Well in Mecca.