Google confirmed that these apps were committing ad fraud, and told me that ad fraud is against Play store policy. Yet the company was going to keep the apps in the store. That didn't make sense to me. Fortunately, they reversed their position.
(Also, in case it matters, I didn't submit my story here. But I always appreciate the interesting threads on my ad fraud stories.)