Guanylate cyclase C (GC‐C), a receptor expressed on the apical membrane of intestinal mucosal cells, is activated by heat‐stable enterotoxin (STa) produced by enterotoxigenic Escherichia coli, as well as the endogenous ligands guanylin and uroguanylin. In this study, novel peptides that interact with GC‐C were generated using the cDNA display method, and their binding affinity and biological activity were evaluated. While the linear peptide library did not yield peptides with sufficient affinity for GC‐C, three cyclic peptides (GCC‐P1, GCC‐P2, and GCC‐P3), each containing two cysteine residues within a 15‐residue sequence, were obtained from a cyclic peptide library containing nine‐residue random sequences. GC‐P2 exhibited significant binding affinity in Biacore assays, although the affinity was lower than those reported for known ligands. Notably, GCC‐P2 and GCC‐P3 demonstrated enhanced cGMP activity when used in combination with linaclotide. However, the agonist activity of these peptides was minimal, indicating that further modifications may be necessary to develop them for clinical applications. This study successfully extracted consensus sequences of peptide motifs that bind to GC‐C from a highly diverse nine‐residue random sequence library, which provides fundamental insights for the discovery and optimization of novel GC‐C ligands.