The warning comes less than two weeks after two people died and more than a dozen were taken to hospital after falling ill at a festival on the south coast.
Illicit drug makers often press pills into shapes resembling famous logos or brands, making potentially deadly substances appear innocuous or attractive to young people.
"We want to remind the public about the dangers of drugs," West Yorkshire Police said on Twitter.
"Drugs are often given catchy names to appeal to young people. We had an incident involving two females in hospital after taking 'Snapchat pills'.
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"Any person offered drugs refuse & report via 101 or crime stoppers 0800 555111."
No specific images have been released of the Snapchat pills in question, although some examples are described as small, yellow, brick-shaped tablets bearing the mobile app's logo.
Tommy Cowan, 20, and Georgia Jones, 18, both from Havant in Hampshire, died after attending Mutiny Festival in Portsmouth on May 26.
Ms Jones, a carer for people with learning and physical difficulties, was described by her family as a "very strong-willed and opinionated young lady".
Mr Cowan, also known as Tommy Bakeer, who is understood to have a one-year-old son, was described as a "caring father".
The pair were among 15 revellers admitted to Queen Alexandra Hospital from the event that night, with organisers issuing a warning of a "high strength or bad batch" of drugs.
The second day of the festival, which Craig David and Sean Paul were due to headline, was cancelled as a "safety precaution".