The number of scientific articles that need to be considered to cover a research topic is ever‐increasing and quite difficult for a newcomer to assimilate. This is particularly true in dynamic discipline like Molecular Magnetism. In order to help young researchers in this field, this article proposes a "review of reviews" also known as an "umbrella review" on lanthanide‐based single‐molecule magnets (4f‐SMM). As a preamble, various bibliographic search techniques and AI‐based tools for bibliographic search, indexing, and summarization are proposed and commented. Then, the main milestones in 4f‐SMM are identified. In the core of the paper, books, book articles, and reviews dealing with 4f‐SMM are contextualized and classified by subtopics. This article is therefore proposed as a gateway to the 4f‐SMM field.