Eye-tracking biomarkers can improve autism diagnosis in children. Combining eye-tracking with primary care evaluations increased diagnostic accuracy to 91% sensitivity and 87% specificity. This approach could reduce the long wait times for autism evaluations, enabling timely interventions. The research marks a significant step toward faster, more accurate autism diagnosis.