Historically, the aromatic essence of vodka in perfumery is linked to the ancient art of distillation, which dates back to the 8th century. Early alchemists developed techniques to ferment raw materials like grains, fruits, or potatoes into a low-alcohol "wash," which was then heated in stills to capture vaporized ethanol. This process allowed for the creation of the first alcoholic perfumes, such as the 14th-century Hungary Water. In traditional settings, vodka-like notes were also achieved through tincturing, where botanical materials were steeped in high-proof spirits for months to absorb their crisp, alcoholic piquancy.

In modern perfumery, the "Vodka" note is typically a sophisticated accord reconstituted by perfumers rather than a simple extract. Latest methods involve fractional distillation of rye, wheat, or potatoes to produce high-purity ethanol, which serves as a neutral base. Advanced fragrance chemistry now utilizes specific aromatic molecules—such as aldehydes, coriander, and synthetic musks—to mimic the "icy" sensation and peppery texture of chilled vodka. This allows the note to provide a transparent, ethereal lift and modern clarity to compositions without the instability of using commercial-grade spirits.

The most prominent use of the vodka note is found in By Kilian’s Vodka on the Rocks, a fragrance launched in 2014 that captures the sensation of an icy cocktail. The note itself is utilized as a crisp, clean accord, often paired with bright elements like Aldehydes and Coriander in the top, a floral heart of Lily-of-the-Valley and Pink Rose, and a cool base of Ambroxan and Oakmoss. This sophisticated scent exemplifies how the vodka note is used to add a sheer, cool elegance to a composition rather than a heavy alcoholic scent.

Other major designers and niche houses have also featured the note to evoke different olfactive sensations. Carolina Herrera employed the note in the popular men’s scent 212 VIP Men, blending it with notes like tobacco and juniper to add a boozy, energetic, and modern twist to a night-out fragrance. For a more classic and warming interpretation, Parfum d'Empire's Ambre Russe uses the vodka note to provide a mild, aromatic piquancy that complements its rich, resinous, and spicy amber profile, offering an allusion to traditional Russian spirits.

The note is also utilized extensively when the concept is explicitly boozy or cocktail-themed. Demeter Fragrance, known for its photorealistic scents, has created several fragrances centered around the note, including Moscow Mule, Black Russian, and Lavender Martini. Additionally, the French perfume house Paris Elysees has a dedicated 'Vodka Collection' featuring multiple interpretations like Vodka Diamond, Vodka Man, and Vodka Limited Ed, where the note serves as a defining concept for a line of modern, aromatic men's colognes.