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Fish is a highly nutritious yet perishable commodity with increasing statistics of annual loss and waste. This study investigates the application of pH\u2010sensitive indicators on fish products, aiming to analyze and highlight the importance of comprehensive monitoring of the physicochemical alterations and their interactions with the headspace composition during refrigerated storage of fresh fish. Insights into this process can contribute to developing more practical spoilage indicators and dynamic shelf life prediction methods. A brief case study is presented on the development and application of a smart indicator prototype. The freshness pH indicator was prepared by incorporating methyl red into a starch and cellulose matrix using the dip coating method and was tested for its sensitivity to pH, ammonia vapor, and the detection of gilthead sea bream spoilage. The deterioration in the quality of sea bream fillets, as indicated by the observed color change of the indicator, was confirmed through microbiological and chemical analyses of the fish flesh. 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