If you log into a service, that service can inform arbitrary third parties that you've logged in. By requesting your photo from google it is doing so, but how

If you log into a service, that service can inform arbitrary third parties that you've logged in. By requesting your photo from google it is doing so, but how would you stop this at the protocol level?