We apply special fuzzy techniques to analyze the gold price historical data. The main tools are the higher degree fuzzy transform and specific methods in fuzzy natural logic. First, we show how to apply the former for estimating the trend-cycle of the data. Then, we provide a methodology based on the latter for describing the behavior of the trend-cycle in natural language.