Plastic pollution remains a global challenge, with low recycling rates and increasing production. Pyrolysis oil derived from chemical recycling of plastic waste can serve as feedstocks for precision fermentation using microorganisms capable of metabolizing hydrophobic substrates. By optimizing process parameters and applying in situ product recovery (ISPR) techniques, the efficient conversion of plastic-derived oils into valuable bioproducts is explored, supporting circular solutions for plastic waste.