Who killed ruling party advertiser Erol Olçak during Turkey’s 2016 coup attempt, and why?

There are many lingering questions regarding how and by whom Erol Olçak, the advertising campaign manager for the ruling Justice and Development Party (AKP), was killed on the night of Turkey's 2016 coup attempt. Why might Olçak have been targeted?