I had this experience when shopping for a highly rated doctor. Luckily I was able to get in on a great doctor after a few weeks of casually calling around, and now can get appointments no problem.

When I was younger on crap insurance, I was able to quickly find one by having no standards other than "be a medical physician". And the doctor I went to was definitely lower rung.