This smells like Atomic Fireballs. Or Red Hots. Or Hot Tamales. Pick your cinnamon candy of choice. It tastes like cinnamon candies too, just without the “bite” they have. Since I love spicy things I miss that part of it, but what can you do? To be fair, since I do like spicy stuff so much, your “not spicy” and my “not spicy” may be very different.
Go easy on the sweetener if you add any. This tea is very sweet, and even a spoonful of sugar can make it cloying.