Herein, we are reporting a new pyrazole derived chemosensor named H2QPC [(E)-N’-((2-hydroxyquinolin-3-yl)methylene)-3-methyl-1H-pyrazole-5-carbohydrazide] exhibiting selective “off–on” fluorimetric response towards Al3+ ion in different solvents. The probe exhibited a submicromolar detection level (LOD = 0.37 μM) for the Al3+. The density functional theory (DFT) and time dependent DFT (TD-DFT) of the probe and corresponding Al3+-complex revealed that a change of structural conformation of probe H2QPC upon complexation. The pyrazole unit creates a specific cavity to tether Al3+, and consequently H2QPC shows as a promising molecule for Al3+ detection. Further, the probe has been used successfully for qualitative determination of Al3+ using filter paper strips. The in situ Al3+ ion cell imaging in HCT116 cells discloses the cellular penetrability of the sensor, and holds pronounced promise for application in biological and environment sciences.