Geanes was last seen in Rowlett, Texas on September 22, 2004. She cleaned a home in Rowlett and was supposed to go clean another home in Coppell, Texas but never arrived there. She resides in Richardson, Texas. Geanes has never been heard from again. Her 1998 Ford Escort was found abandoned the next day at an apartment complex near Interstate 30 and Samuell Boulevard in south Dallas, Texas, near White Rock Creek, more than twenty miles from her intended destination and in an area known for its high crime rate. The back windshield was broken out and Geanes's purse and identification, the car's tire rims, and a vacuum cleaner were missing from the vehicle. There was also a bullet hole in the side of the car. The keys were still in the ignition. There was no sign of Geanes at the scene.

Foul play is possible in Geanes's disappearance. She has two children and ran a house cleaning business with her husband at the time of her disappearance. Geanes's husband says they normally spoke on the phone five or six times a day and it is extremely uncharacteristic of her to leave without warning. He last spoke to her at 11:00 a.m. on the day of her disappearance. Her case remains unsolved.