Chai tea need to be quite sweet for the flavour to come through so adjust sweetness to preference.
Use quality gram masala, I used an organic ones containing cumin, cassia, coriander, cardamon, clove and nutmeg. But some mixes will have chilli in so vary according to taste.
This would taste great with coconut milk too.
Make caffeine free by using decaf tea.