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Introduction: the ravaging COVID-19 pandemic has worsened the levels of unmet need (UMN) for family planning (FP). A pulse survey showed that FP services were interrupted during the lockdown in 68% of countries. There is a need to investigate the demand gap for FP among women in the postpartum period. This study aimed to determine the prevalence and predictors of UMN of FP among women in the extended postpartum period attending immunization clinics. Methods: this was a facility-based cross-sectional study among 485 women recruited from 5 health facilities using a random sampling technique and proportional to size allocation. Data was collected using an interviewer-structured questionnaire. Analysis was done using IBM SPSS version 26. Adjusted odds ratios with 95% confidence intervals were computed. The level of significance was 5%. Results: the total unmet need was 45.4% (95% CI: 40.2--50.7) with a higher need for child spacing (60.4%) compared to limiting pregnancies (39.6%). The mean age was 30.3 ± 6.1 years. The significant predictors included age [35-39 years (aOR=5.39, 95% CI: 1.61-18.06); ≥ 40 years (aOR= 32.48, 95% CI: 6.48-162.77)], lower education status (aOR= 5.21, 95% CI: 2.09-13.01), lower income (aOR =2.21, 95% CI: 1.10-4.46), rural residence (aOR= 4.27, 95% CI: 2.15-8.47), denomination [Pentecostal (aOR= 4.09, 95% CI: 1.77-9.43); Orthodox (aOR= 5.44, 95% CI: 2.03-14.58)] and poor knowledge of postpartum FP (PPFP) (aOR= 33.93, 95% CI: 13.21-87.12). The commonest reason for FP non-use was fear of side effects. Conclusion: close to half of the women in the extended postpartum period experienced UMN for PPFP. Policymakers should consider these factors when designing FP interventions. [ABSTRACT FROM AUTHOR]