An aerosol perfume dispenser that uses a negative pressure pipette in communication with a fragrance bottle and a gas delivery device to continuously deliver gas over the top side of the negative pressure pipette for causing a venturi effect to generate negative pressure adsorption in the negative pressure adsorption hole of the negative pressure pipette. Subject to this negative pressure adsorption effect, the molecules of the fluid fragrance are carried through the opposite drainage hole of the negative pressure pipette into the inside of an air duct around the negative pressure adsorption hole and delivered by the gas from the delivery device through an air outlet toward the outside open air. Based on the negative pressure adsorption structure, the aerosol perfume dispenser is safe in use.