Google also faces tests internationally, especially in high-growth areas like China, India and Russia, where the company's track record has been mixed, Valdes said.

"Google's challenges are visible on the horizon and it's likely that new blood, a new perspective, is needed," he said.

(Additional reporting by Joab Jackson, Marc Ferranti and Robert McMillan.)