A series of novel fluorescent pyrazoline coumarin derivatives were synthesized. From them, we screened a compound possessing strong growth inhibitory effects on lung cancer cells. By taking advantage of fluorescence combined with LC-MS/MS and chemoinformatics technique, we successfully identified HSP90 as the target of the compound.