Scour depths at nine British offshore wind farms (OWFs) were analysed. Site-specific scour drivers were identified, including the relative water depth, relative median grain size, Keulegan–Carpenter number, and sediment mobility. These findings improve our understanding of scour behaviour at different scales and lay the groundwork for enhancing scour prediction frameworks at future offshore wind farms, thereby supporting the expansion of sustainable energy.