Telmisartan is an angiotensin II receptor antagonist used in the cure of hypertension and other heart diseases. In the current research work, the synthetic route of Telmisartan, including those of starting materials, was evaluated to identify nine potential genotoxic impurities (PGIs) (impurities I–IX) by making use of the literature-, statistical-, and rule-based methods. To date, no suitable methods have been developed for the separation and quantification of these nine impurities in Telmisartan at the threshold of toxicological concern (TTC) level. Based on the identified impurities, four chromatographic methods were developed and validated as per the International Council on Harmonisation (ICH) guidelines. The developed methods are practical and efficient in the detection as well as quantification of PGIs and may be adopted to guarantee the safe use of Telmisartan.