Chemotherapy-induced alopecia (CIA) significantly impacts patients' emotional and psychological well-being and treatment regimen. Phenylephrine, a topical vasoconstrictor, can potentially reduce hair loss by limiting chemotherapy drug delivery to hair follicles. However, effective delivery of Phenylephrine through the skin remains challenging. This study investigates lipid vesicles as delivery vehicles to enhance Phenylephrine's skin permeation and sustained release due to their biocompatibility and encapsulation capabilities. This study aimed to formulate and compare different lipid vesicles of Phenylephrine HCl for enhanced permeation through the skin for deep dermal delivery with sustained release of the drug so as to achieve local vasoconstriction. Phenylephrine-loaded ethosomes, invasomes, and transfersomes were prepared and characterized for particle size (PS), polydispersity index (PDI), and entrapment efficiency (EE %). These lipid vesicles were incorporated into hydrogels to facilitate sustained drug release to deep dermal layers where they could target local vasculature and cause vasoconstriction. The prepared vesicular gels were evaluated for various permeation parameters. The entrapment efficiencies of the developed vesicles ranged from 49.51 ± 3.25% to 69.09 ± 2.32%, with vesicle sizes ranging from 162.5 ± 5.21 nm to 321.32 ± 3.75 nm. Statistical analysis revealed significantly higher flux values (Jss, μg/cm2 h) of 0.6251, 0.6314, and 0.4075 for invasomal gel, ethosomal gel, and transfersomal gel, respectively, compared to plain gel (0.1254) (p < 0.005). The enhancement factors were 4.9848, 5.0350, and 3.2496 for invasomal gel, ethosomal gel, and transfersomal gel, respectively, indicating superior permeation abilities of ethosomal and invasomal formulations. The results demonstrate that ethosomal and invasomal formulations were efficient in delivering the drug to deep dermal layers of skin in a sustained manner. These findings suggest that these Lipidic vesicles would be able to target the local vasoconstrictor to vasculature, causing reduced hair loss by limiting chemotherapy drug delivery to hair follicles and managing chemotherapy-induced alopecia.