An increasing body of evidence suggests that solid tumours do not require the generation of new blood vessels, i.e. angiogenesis, to successfully grow, and to colonize normal tissue. Instead, many tumour cells make the best use of what they find: pre-existing blood vessels of the host. In these cases, the host vasculature is incorporated by the growing tumour, resulting in a new organ consisting of malignant and non-malignant cell types. In consequence, pre-existing vessels are exploited by the tumour for optimal access to oxygen and nutrients. In this perspective article, the argument is made that tumour cells might gain even more: that is, access to the very special microenvironment of the perivascular niche. Here, specific cues for invasion, metastasis, survival, stem-like features, dormancy and, potentially, also immune escape exist -for non-malignant and malignant cells alike. The consequence of the hijacking of normal blood vessels and their perivascular niches by tumours is that antiangiogenic agents have little chance to work, and that tumour cells are better protected from the adverse effects of cytotoxic and targeted therapies. Thus, disturbing vascular hijacking could make tumours less resistant to established therapies. Concepts of how to do this are just starting to be explored.