This scoping review provides an overview of the impact of fruit and vegetable (FAV) consumption on cognitive function in adolescents and young adults between January 2014 and February 2024. A comprehensive search across six databases, CINAHL, PubMed-MEDLINE, ProQuest, Web of Science, Scopus, and Embase, identified 5,181 articles, of which six met the inclusion criteria after deduplication and screening. This scoping review focused on individuals aged 11–35 years in schools, colleges, universities, and communities. Following a descriptive and narrative synthesis of the data, tables and figures were used to present the findings. Across the six included studies, most consistently demonstrated a positive association between higher fruit and vegetable (FAV) intake and improved cognitive performance among adolescents and young adults. This association was evident in both cross-sectional and longitudinal studies, with stronger effects observed for whole fruits and vegetables high in fibre and polyphenols. Cognitive domains positively impacted included psychomotor speed, memory, attention, and mood. However, findings varied by type of food and cognitive domain; while whole FAVs were generally beneficial, results for fruit juice were mixed—some studies showed acute benefits. Differences in study designs, dietary assessment tools, and cognitive measures contributed to variability. Despite these inconsistencies, the overall trend supports a beneficial role of FAV consumption in promoting cognitive health during adolescence and early adulthood. This review demonstrates that increased fruit and vegetable consumption is consistently linked to improved cognitive function in adolescents and young adults. However, further research is needed to establish its long-term effects on cognitive ageing and disease prevention