Easily synthesizable, carbazole-based organic nanoaggregates have been designed for selective detection of D-(À )-ribose at physiological pH. The addition of D-ribose results in a ratiometric change in fluorescence color from green to cyan (LOD: ~12 μM). The mechanistic studies indicate the presence of multipoint noncovalent interactions, such as hydrogen bonding and CH•••π interactions between D-ribose and acyl hydrazone and terminal pyridyl units of the probe molecule. However, such multipoint interactions dissociate the preformed self-assembled nanoclusters and induce change in optical response. The probe molecule was further exploited in analyzing D-ribose content in biological fluids (diluted human urine and blood serum) and oral supplements. The small standard deviation values (2-3.8 %) with nearly quantitative recovery (93.5-105.5 %) indicate the high accuracy of the presented method. Further, low-cost portable device based coated paper strips were designed for 'on-location' rapid, detection of Dribose even at remote locations.