Bladder cancer is a highly prevalent malignancy that presents significant difficulties in the management of wounds following surgery. The present study investigated the critical necessity to optimize wound healing techniques in patients undergoing bladder cancer surgery by contrasting conventional approaches with advanced modalities in order to promote recovery and mitigate complications. The study assessed the efficacy of conventional and advanced wound healing methods in these patients, taking into account the complex interaction of patient‐specific factors and surgical complexities. A cross‐sectional analysis was performed on 120 patients who underwent bladder cancer surgery at the first affiliated hospital of Wenzhou Medical University. In addition to medical record evaluations and direct wound assessments, patient interviews were utilized to gather information regarding demographics, surgical specifics, wound healing methodologies and postoperative results. Survival analysis and logistic regression were utilized in statistical analysis, with potential confounding variables such as age, comorbidities and type of surgery being accounted for. Advanced wound healing techniques, such as negative pressure wound therapy, tissue‐engineered products, bioactive dressings and platelet‐rich plasma (PRP), exhibited distinct advantage in comparison with conventional suturing. The aforementioned techniques, especially PRP, resulted in expedited wound healing, decreased rates of complications (p < 0.05) and enhanced secondary outcomes, including curtailed hospital stays and decreased rates of readmissions. PRP therapy, in particular, demonstrated significant improvements with the faster mean time to wound healing of 9 ± 2 days and lower complication incidence of 2 (6.7%) (p < 0.05), indicating its superior efficacy. A subgroup analysis revealed that younger patients, males and those undergoing laparoscopic surgery exhibited superior outcomes (p < 0.05). The results were further supported by logistic regression and Cox proportional hazards models, which further indicated that sophisticated techniques, notably PRP therapy with a hazard ratio of 3.00 (2.00–4.50) and adjusted odds ratio of 0.20 (0.09–0.43), were effective in improving postoperative recovery. The research clarified the significant advantages that advanced wound healing techniques offered in postoperative care of patients diagnosed with bladder cancer. By customizing these methods to suit the unique requirements of individual patients and specific circumstances of surgical procedures, they can significantly enhance the recuperation process after surgery and set a new standard for patient care.