Herein, we developed a homogeneous enzyme-free, ultrasensitive and isothermal fluorescent biosensor for nucleic acid detection with dual-signal output to enhance the reaction rate and sensitivity by combining an entropy-driven catalysis strategy with a catalytic hairpin assembly reaction.