Enhancing photon absorption by light trapping is an important way to improve efficiency of photovoltaic devices. In this work, we discuss one such method called aluminium induced texturization (AIT) which can help textured glass act as a scattering element in solar cells and introduce a sustainable fabrication method by understanding the different parameters that can control the texturization. The optical properties of AIT glass were studied using UV–VIS-NIR spectrophotometer which shows the haze of these textured glass is directly related to the surface roughness which can be tuned by thickness of Aluminium deposited. We have done a comparative study of acidic and alkaline etching techniques optimized for lower thermal budget and lesser operational hazard by eliminating concentrated (49%) hydrofluoric acid in the process. Investigation of the surface topography using atomic force microscopy and scanning electron microscopy corroborates the change in haze that comes from the change in rms roughness due to differences in surface morphology from different etch conditions. The AIT glass we developed has a high transmittance (~93%), peak haze value between (70%-25%) and rms roughness between 40 and 190 nm which can be tuned by changing the aluminium thickness and etch conditions. A proof of concept of forming superpositioned texture in combination with transparent conducting oxides to use the AIT glass as an active component of the device has also been elucidated.