Polyunsaturated fatty acids (PUFAs) have been shown to protect against fine particulate matter in aerodynamic diameter ()-induced hazards. However, limited evidence is available for respiratory health, particularly in pregnant women and their offspring. We aimed to investigate the association of prenatal exposure to and its chemical components with allergic rhinitis (AR) in children and explore effect modification by maternal erythrocyte PUFAs. This prospective birth cohort study involved 657 mother-child pairs from Guangzhou, China. Prenatal exposure to residential mass and its components [black carbon (BC), organic matter (OM), sulfate (), nitrate (), and ammonium ()] were estimated by an established spatiotemporal model. Maternal erythrocyte PUFAs during pregnancy were measured using gas chromatography. The diagnosis of AR and report of AR symptoms in children were assessed up to 2 years of age. We used Cox regression with the quantile-based g-computation approach to assess the individual and joint effects of components and examine the modification effects of maternal PUFA levels. Approximately and 8.07% of children had AR and related symptoms, respectively. The average concentration of prenatal was . was positively associated with the risk of developing AR [hazard ratio ; 95% confidence interval (CI): 1.16, 2.96 per ] and its symptoms (; 95% CI: 1.22, 2.62 per ) after adjustment for confounders. Similar associations were observed between individual components and AR outcomes. Each quintile change in a mixture of components was associated with an adjusted HR of 3.73 (95% CI: 1.80, 7.73) and 2.69 (95% CI: 1.55, 4.67) for AR and AR symptoms, with BC accounting for the largest contribution. Higher levels of n-3 docosapentaenoic acid and lower levels of n-6 linoleic acid showed alleviating effects on AR symptoms risk associated with exposure to and its components. Prenatal exposure to and its chemical components, particularly BC, was associated with AR/symptoms in early childhood. We highlight that PUFA biomarkers could modify the adverse effects of on respiratory allergy. https://doi.org/10.1289/EHP13524.