Nature creates definite architecture with fluorescence capabilities and superior visual adaptation in many organisms, e.g., cephalopods, which differentiates them from their surroundings in the context of colour and texture that allows them to use this in defence, communication, and reproduction. Inspired by nature, we have designed a coordination polymer gel (CPG)-based luminescent soft material where the photophysical properties of the material can be tuned using a low molecular weight gelator (LMWG) with chromophoric functionalities. Herein, a water-stable coordination polymer gel-based luminescent sensor was created using zirconium oxychloride octahydrate as a metal source and H₃TATAB (4,4′,4′′-((1,3,5-triazine-2,4,6-triyl)tris(azanediyl))tribenzoic acid) as a LMWG. The tripodal carboxylic acid gelator H₃TATAB with a triazine backbone induces rigidity in the coordination polymer gel network structure along with the unique photoluminescent properties. The xerogel material can selectively detect Fe³⁺ and nitrofuran-based antibiotics (i.e., NFT) in aqueous medium through luminescent ‘turn-off’ phenomena. This material is a potent sensor because of the ultrafast detection of the targeted analytes (Fe³⁺ and NFT), with consistent efficacy in quenching activity up to five consecutive cycles. More interestingly, colorimetric, portable handy paper strip, thin film-based smart detection approaches (under an ultraviolet (UV) source) were introduced to make this material a viable sensor probe in real-time applications. In addition, we developed a facile method to synthesize CPG–polymer composite material that can be utilized as a transparent thin film to protect against UV radiation (200–360 nm), with approximately 99% absorption efficacy.