How Should Traders Evaluate the Risk of Relying on a Single Historical Market Analogy?

A trader may compare current conditions with a past event to anticipate what could happen next. How do you determine whether the comparison is genuinely informative or based on superficial similarities? What differences in policy, positioning, liquidity, or economic context should be examined before using the analogy?