Most companies are structurally optimized to acquire customers, not keep them successful.
Product teams often prioritize features that help win new customers instead of fixing the friction existing customers encounter every day—sometimes adding functionality customers aren’t asking for or ready to absorb.
Sales is typically incentivized on new logos, not long-term customer outcomes.
Meanwhile, retention functions—customer success, support, education—serve the majority of company revenue but receive a fraction of the investment.
Companies invest like acquisition drives growth…
even though most revenue comes from customers they already have.
And now we’re hoping AI will solve the problem by cutting cost out of customer engagement.
But if the underlying investment model hasn’t changed, AI may simply make the same structural imbalance more efficient.
By the Numbers
