Geniposide inhibited secretion of VEGF by HCC and suppressed the migration of endothelial cells and the formation of intra‐tumour blood vessels, without cytotoxicity and independently of the transcription factor HIF‐1α. Here, HIF1A is linked to hepatocellular carcinoma.