The efficacy of angiogenesis inhibitors in cancer is limited by resistance mechanisms that are poorly understood. Notably, instead of inducing angiogenesis, some cancers vascularize by the non-angiogenic mechanism of vessel co-option. Here we show that vessel co-option is associated with a poor response to the anti-angiogenic agent bevacizumab in patients with colorectal cancer liver metastases. Moreover, we find that vessel co-option prevails in human breast cancer liver metastases, a setting where results with anti-angiogenic therapy have been disappointing. In our preclinical mechanistic studies, we show that cancer cell motility mediated by the Arp2/3 complex is required for vessel co-option in liver metastases in vivo and that combined inhibition of angiogenesis and vessel co-option is more effective than inhibiting angiogenesis alone in this setting. Vessel co-option is therefore a clinically relevant mechanism of resistance to anti-angiogenic therapy and combined inhibition of angiogenesis and vessel co-option may be a warranted therapeutic strategy.