Pickering emulsions, stabilized by solid particles instead of traditional surfactants, have garnered significant attention for their potential applications in the food industry. This review explores the fundamental principles, and provides a comprehensive overview of the mechanisms behind the stabilization of Pickering emulsions, with theories on the adsorption of solid particles at the oil-water interface mechanisms, significant parameters affecting the stability of emulsion such as wettability, particle size, shape, surface charge, etc. Additionally, various preparation methodologies for creating Pickering emulsions, including high-energy and low-energy methods are mentioned. Their key applications in beverages, dairy products, sauces, dressings, packaging, and preservation are highlighted along with a brief description of how they enhance texture, stability, and product performance is reported. Their advantages, particularly the role in creating stable, natural, and clean-label food products and challenges for their commercial applications been discussed. Being a novel approach in emulsion technology. Pickering emulsions are the active area for research for developing sustainable emulsions for the food industry.