What does an industry recruiter want to know my Ph.D. GPA for?
The most likely motive is your recruiter believes PhD GPAs are as relevant as undergrad GPAs.  My guess is this recruiter has a plethora of office jobs and doesn't usually work with academics.

It is perfectly acceptable to tell the recruiter you're not interested in working with them