Moment 2026: Survey Results: Benchmarking AI in CS in 2026
Posted Nov 02, 2026 | Views 2
# CS Week 2026
# Customer Success Week 2026
# Moment 2026
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Speaker
YouMon Tsang
Founder and CEO @ ChurnZero
Founder and CEO | ChurnZero
@youmon
https://churnzero.com
You Mon is the founder and CEO of ChurnZero, which helps subscription businesses fight churn with a real-time Customer Success platform. Before ChurnZero, he was the CMO of Vocus (now Cision) and CEO of its marketing automation business unit, OutMarket. He is a repeat entrepreneur, having founded four software companies, including ChurnZero, Biz360, and Engine140.
About ChurnZero
ChurnZero is the platform and partner for Customer Success, dedicated to helping subscription businesses grow and succeed at scale.
ChurnZero’s automation, in-app communication, health scoring, actionable reporting, revenue forecasting, and Customer Success AI™ help Customer Success teams work efficiently, deliver greater customer value, and drive more revenue. The ChurnZero team prides itself on being a top-rated partner, consultant, and coach to Customer Success teams worldwide who use ChurnZero to increase and scale their impact. Founded in 2015, ChurnZero is a remote-first company with headquarters in Washington, D.C., and an
office in Amsterdam.
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SUMMARY
Fresh benchmark data on how customer leaders are actually using, funding and measuring AI, and why NRR hasn't moved.
ChurnZero's seventh annual Customer Revenue Leadership Study surveyed customer leaders, 70% of them director or above, on how they are using AI. The headline: 97% now use it, AI deniers are gone, and AI is a well-protected budget line. Yet most use is still tactical, 63% of CS teams can't measure its impact, and NRR has been flat for three years. YouMon Tsang walks through the numbers so you can see exactly where your team stands.
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CONTENT & TRANSCRIPT
Speaker: YouMon Tsang, Founder & CEO, ChurnZero
Session Content: 80% of leaders formally fund AI, 70% have built a tool, and 88% are optimistic or cautiously optimistic. But 63% use AI for tactical work and only 16% strategically, and about 20% let AI make decisions. Measurement lags: 49% of all respondents, and 63% of CS teams, have no consistent way to measure impact, and most who do measure time saved rather than revenue. YouMon suggests book of business per head as a practical ROI proxy and NRR points as the best one. Money follows AI: growing budgets go to AI first, shrinking budgets come mostly out of headcount, 52% of headcount reductions were attributed to AI absorbing work, and only 14% plan to add headcount in the next 12 to 18 months. 45% say their company's public AI story outpaces reality.
NRR has been flat for three years despite AI, which YouMon attributes to shifts in the market: the move away from seat licenses, AI spend crowding out other budgets, build versus buy, and changing ways of working, so many companies must find product-market fit again. Teams using AI strategically fare better: 65% of them report NRR of 100% or more. His optimistic view is that the CSM role finally becomes what job descriptions always asked for, a strategic, consultative advisor with a bigger book. His caution is that this year feels less like the dot-com boom and more like COVID: the future feels unknowable, so plans must be made and remade.
