Yes, "fake" or unlicensed taxis (often called "gypsy cabs" or "hustlers") are a persistent issue in New York City, particularly at major airports like JFK, LaGuardia, and Newark. These are private vehicles with no official markings that hang around arrival halls; the drivers often approach travelers saying, "Taxi? Uber? Ride?" This is strictly illegal in 2026. Official NYC "Yellow Cabs" have a distinct medallion number on the roof and hood, a "TPEP" screen in the back, and specific flat-rate pricing for airport trips. Unlicensed drivers often scam passengers by charging triple the standard rate or claiming their "meter" is broken. It is a peer-to-peer "safety essential" to never get into a vehicle that was not hailed through an app (Uber/Lyft/Revel) or found at a designated, supervised taxi stand. If a driver approaches you inside the terminal, ignore them and head to the official ground transportation area. Real NYC taxis will never have a driver walking around the luggage claim looking for customers.