Kühlmann was born in Constantinople. From 1908 to 1914, he was councillor of the German embassy in London, and was very active in the study of all phases of contemporary political and social life in Great Britain and even in Ireland. During World War I, he was initially councillor of embassy at Constantinople. In October 1914 he founded the News Bureau which became a vehicle for German propaganda in the Ottoman Empire. This included postcards of ruined Belgian churches, which were used to appeal to the Jihadist sentiments held by those who had participated in massacres of Christians in Constantinople in 1896
He was subsequently minister at The Hague and, from September 1916 until August 1917, ambassador at Constantinople.
In July 1918, he delivered in the Reichstag a speech on the general situation, in the course of which he declared that the war could not be ended by arms alone, implying that it would require diplomacy to secure peace. This utterance was misinterpreted in Germany, and the higher command was drawn into the controversy which arose over it, so that Kühlmann's position became untenable. He was practically thrown over by the Chancellor, Georg von Hertling, in a speech intended to explain away his statement and, after an interview with Emperor Wilhelm II at the front, he tendered his resignation in July 1918.