NPS segments respondents into Promoters (9–10), Passives (7–8), and Detractors (0–6). NPS = % Promoters minus % Detractors. While criticized for being a lagging indicator, NPS surveys paired with open-text analysis using LLMs can surface specific product and experience issues at scale, transforming qualitative feedback into actionable product roadmap signals.