Abstract Background Previous results of our trial demonstrated that the addition of induction chemotherapy (IC) prior to definitive chemoradiotherapy (CRT) failed to significantly improve the response rate or 3-year survival in patients with locally advanced esophageal squamous cell carcinoma (ESCC). Here, we report long-term results and exploratory analyses to further evaluate the therapeutic value of IC. Methods Patients with previously untreated, unresectable, stage II-IVA ESCC were randomly assigned to receive IC followed by CRT or CRT alone. The relationship between tumor response to IC and long-term survival was analyzed. Baseline tumor biopsies were collected for RNA-Seq to identify patients who may benefit from IC. Results Eligible patients were randomized to either the IC + CRT group (n = 55) or the CRT group (n = 55). With a median follow-up of 74.9 months, the 5-year overall survival rate was 31.8% in the IC + CRT group and 29.1% in the CRT group (P =.675; HR, 0.91; 95% CI, 0.58-1.43). Similarly, no significant differences were identified in 5-year progression-free survival between groups (30.5% vs 25.5%, P =.508; HR, 0.86; 95% CI, 0.56-1.34). Patients who responded to IC had significantly better survival than nonresponders. A risk-score model incorporating 6 key genes to predict IC efficacy was also constructed. Conclusions Compared with definitive CRT alone, the addition of IC before CRT still failed to demonstrate superior survival in patients with unselected ESCC, based on long-term follow-up. However, because IC responders were associated with more favorable survival, potential molecular biomarkers were identified for selection of benefit population from IC. Clinical Trials Registration NCT02403531.