I had the same exact issue with three different dealers as well and was forced to have to deal with one of them because they actually had my car in stock.
First dealer tried to tell me they had the car in stock when I got there and there was no car, they tried to sell me some horrible color config someone ordered and abandoned. Next they tried to tell me they had the car (Built in TN) in "Port" .
I had them actualy agree to a price sign a contract and then try to slip a new contract in at MSRP me. After a good amount of yelling at the GM, telling all the other customers in the show room about what they tried to pull on me and leaving the dealership, they called me back exactly 30mins later and gave me the car at the original price. So I took the car because I wanted to take a great quote my old car from Car max.
All the dealers I dealt with I slammed on Google maps reviews, but this problem is industry wide. Before buying my Passat I visted Audi, BMW, and Volvo dealers and they were all the same.
*** is wrong with these ppl what is so hard about a simple car buying experience.