Provided herein are novel agents that modulate AhR activity for use in therapeutic compositions and methods thereof for inhibiting cancer cell proliferation and tumor cell invasion and metastasis. The agents comprise AhR inhibitors or non-constitutive AhR agonists of Formula (I) and (II) for the inhibition of cancer cell growth and parameters that characterize tumor metastasis, such as tumor cell invasiveness.