Despite the long-term application of Caffeine Liquid, I still lose a lot of hair? Are there some cases in which the product doesn't work?

The effectiveness of all products depends on the metabolism of the individual. Even the effectiveness of pharmaceuticals is not guaranteed, because each individual reacts differently. Some effects are also not perceived immediately, e.g. severe hair loss may be reduced but is still slightly higher than normal.