The tumor microenvironment regulates cancer initiation, progression and response to treatment. In particular, the immature tumor vasculature may impede drugs from reaching tumor cells at a lethal concentration. We and others have shown that radiation therapy (RT) induces pericyte recruitment, resembling vascular normalization. Here, we asked whether radiation-induced vascular remodeling translates into improved tissue distribution and efficacy of chemotherapy. First, RT induced vascular remodeling, accompanied by decreased hypoxia and/or increased Hoechst perfusion in prostate PC3 and LNCaP and Lewis lung carcinoma. These results were independent of the RT regimen, respectively 10 × 2 Gy and 2 × 12 Gy, suggesting a common effect. Next, using doxorubicin as a fluorescent reporter, we observed that RT improves intra-tumoral chemotherapy distribution. These effects were not hindered by anti-angiogenic sunitinib. Moreover, sub-optimal doses of doxorubicin had almost no effect alone, but significantly delayed tumor growth after RT. These data demonstrate that RT favors the efficacy of chemotherapy by improving tissue distribution, and could be an alternative chemosensitizing strategy.