When I purchased my Garmin it came with a round, plastic disk with adhesive tape. I pulled off the paper, stuck it to the top of the dash and it has been there every since. I much prefer this location to the windshield.

As Mike said, maybe you had some treatment on the dash. I didn't, mine stuck.