Anoikis is programmed death of epithelial cells triggered by detachment from a basement membrane or extracellular matrix, and anoikis resistance is a critical step in metastasis. Triple-negative breast cancers (TNBC) have a high rate of metastasis in the first 3 years following diagnosis, and although TNBC cell lines are more resistant to anoikis than estrogen receptor positive lines, little is known regarding pathways that support anoikis resistance. Gene expression and metabolomic profiling of TNBC cells in forced suspension culture revealed multiple genes in the kynurenine pathway of tryptophan catabolism upregulated by TNBC cells in suspension, including tryptophan 2,3-dioxygenase (TDO2). Increased production of kynurenine, a key metabolite of this pathway, by TNBC in suspension activated aryl hydrocarbon receptor (AhR) transcriptional activity. Pharmacological inhibition or knockdown of TDO2 decreased kynurenine production, increased anoikis sensitivity, and inhibited proliferation, migration, and invasion. Likewise, AhR inhibition or knockdown also decreased proliferation, migration, and anchorage-independent growth. Mining publically available data, TDO2 was found to be higher with increasing grade, higher in estrogen receptor negative than positive breast cancer, and associated with shorter overall survival. This study reveals a TDO2-AhR signaling axis activated by TNBC cells in suspension in an NF-κB dependent manner, and suggests TDO2 inhibition as a targeted therapy for TNBC. Indeed, pharmacological inhibition of TDO2 activity decreased lung colonization in a preclinical model of TNBC.