A Google R&D post describes analyzing historical search trends patterns to predict future search trends. See, On the predictability of Search Trends.
Predicting search trends based on historical search trend patterns is a difficult challenge. There may be insurmountable obstacles embedded in these sayings: 1) Expect the unexpected, and 2) The only thing that is constant is change.
These are my previous posts about Google Trends: