Radiocarbon dating plays a pivotal role in establishing reliable chronologies in both archaeological and paleoenvironmental studies, spanning the last 55,000 years. Pottery, pervasive in the archaeological record, offers a crucial avenue for dating human activity during the Holocene. Traditionally, radiocarbon dating of pottery has involved the targeting of different carbonaceous fractions, e.g., temper, or by measuring associated materials like bone and charcoal. Inaccuracies can arise, however, if the targeted fraction does not reflect the timing of vessel use or if there are stratigraphic ambiguities. Over the past decades, researchers have pursued an alternative avenue; leveraging lipid residues, particularly fatty acids absorbed into pottery walls during the processing and storage of plant and animal-derived foods, for radiocarbon dating. This approach holds promise for delivering highly accurate measurements directly correlating to vessel use. At the Oxford Radiocarbon Accelerator Unit, efforts have been made to refine this methodology through compound-specific radiocarbon dating of pottery, employing gas chromatography (GC)- preparative fraction collector (PFC). Here, we delineate the developed methodology and present preliminary findings, including analyses conducted on pottery samples sourced from an archaeological site with a well-established chronology.