The direct inhibitory effect of geniposide on TLR4/MyD88 activation contributes to the suppression of STAT3/Sp1‐dependent VEGF overexpression in HCC angiogenesis and pulmonary metastasis. Here, SP1 is linked to hepatocellular carcinoma.