In this cross-sectional study including 9439 participants based on NHANES surveys conducted between 2005 and 2018, we found a non-linear, approximately L-shaped dose-response relationship between the AIP and uric acid levels as well as the prevalence of hyperuricemia, with inflection points at 0.588 and 0.573, respectively. This evidence concerns the gene AIP and hyperuricemia.