How do you confirm trend direction before trusting Stochastic signals?

Stochastic fails during strong trends, giving early reversal signals that never materialize. Traders confirm trend direction first using structure or moving averages, then use Stochastic only for timing within that trend. How do you confirm trend direction before trusting Stochastic?