Regarding Google and LinkedIn, I keep complaining to them about a stupid feature of Gmail. If I get an invitation from someone, Gmail puts "accept" as a button in the subject of the email - so if you aren't careful you can accept while you are scrolling through the subject lines. That is just the worst feature to put in their subject line.