The invention discloses a quick search method of influence factors of ranking trends and ranking stability. The method includes the following steps: step 1, acquiring and screening ranking data to obtain a time sequence ranking set; step 2, carrying out clustering on the time sequence ranking set, which is processed in the step 1, according to the ranking trends; step 3, storing clustering information of the step 2, wherein an index structure is clustering IDs, and the clustering IDs include ranking object information, ranking criteria information, ranking time information, and ranking information of ranking objects; step 4, respectively visualizing the clustering in the step 3 to obtain a corresponding first visualization image, wherein the first visualization image shows the ranking trends and the overall ranking stability of all the ranking objects in the clustering; and step 5, selecting an image of the needed ranking trend and stability in the first visualization image of the step 4 according to a requirement. The method can quickly obtain the ranking object with the needed high ranking trend and stability from the complex ranking data.