Time-to-Value Is Still the Single Best Predictor of Retention. AI Just Made It a Lot Faster to Fix.
If you could only track one leading indicator of retention, most CS leaders would pick time-to-value: how quickly a customer reaches their first meaningful outcome after purchase. It predicts churn earlier and more reliably than almost any lagging metric, which is exactly why it’s weighted as a Foundational dimension, equal…
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