Cytoplasmic male sterility (CMS)/restorer-of-fertility (Rf) is an economical and efficient system to produce F1 hybrid seeds. Although the CMS/Rf system has been used to produce hybrid seeds of hot peppers, this system has never been used for sweet pepper seed production, presumably due to the inability to select stable restorer lines during the breeding process. To test the feasibility of the CMS/Rf system in sweet pepper breeding, we investigated the distribution of haplotypes of previously developed, CMS-associated markers (orf456, atp6-2, CRF-SCAR, OPP13-CAPS, PR-CAPS, and PR-SNP) in 27 commercial sweet pepper F1 hybrids and 12 breeding lines. When CMS-associated cytoplasmic markers orf456 and atp6-2 were applied, male sterile cytoplasm was not detected in commercial sweet pepper cultivars. When nuclear haplotype markers linked to Rf were applied, all sweet pepper cultivars showed haplotype 3, haplotype 1, and the rf genotype for OPP13-CAPS, PR-CAPS, and CRF-SCAR, respectively. In contrast, we were able to detect male sterile cytoplasm in some breeding lines, and we were also able to detect polymorphisms for PR-CAPS between stable and unstable maintainer lines. The 17T7-SNP also showed polymorphisms between unstable and stable maintainer (or restorer) lines. In conclusion, we expect that it will be possible to develop stable A, B, and C sweet pepper lines using CMS-associated markers and that this will eventually lead to successful implementation of the CMS/Rf system to produce F1 hybrid sweet pepper seeds.