One Point Of Retention, Five Points Of Profit

CONTENTS

Companies reward what they measure. On the report, the brightest number is new customers, so budgets rush toward acquisition. Growth keeps a company alive, and new customers keep growth alive — the instinct is not wrong; the mistake is giving it all the applause. Acquisition wins are reported every month; retention victories go unwritten. Yet bottom-line profit lives somewhere else. People who worked at AIG ran the numbers, and the numbers are cold and clear: the report and the bottom line answer two different questions — one decides how loud the story sounds, the other decides how much cash remains. There is a tidy definition for the ideal posture: customer centricity, putting the customer at the center of every decision. Fine word, different ledger — what a company actually pays for, row after row, is the report’s question.

One Point Of Retention, Five Points Of Profit

At AIG they built a lapse-prediction model. It started at 89% accuracy and finished at 92%. What the model does is no mystery: find who is in danger of leaving, and catch them before they go. Those three points rescued customers who were already on the books. The accounting came after: every one-point increase in retention added about 5% to the bottom line — a five-to-one exchange rate. The rate never sits in the visible rows of a report, yet it sits in the old nest of profit. More important, this account is hidden by design: what the model saves is churn that never happened, and churn that never happened has no line item on any report. The reward system sees every dollar spent on acquisition; it never sees the money retention quietly keeps. In plain English: new customers feed the story, existing customers feed the cash.

The Multiple Is Insurance’s; The Direction Is Not

The strongest objection says this exchange rate is an insurance specialty. Policies are signed into years of renewal, so retention comes easy — the industry hands it over for free. In fast-moving consumer goods or on platforms, customers were never going to stay, and extending an insurer’s arithmetic into a universal law is passing off a special case as general truth. This objection deserves a straight answer, and the answer splits in two. The specific multiple is indeed insurance’s, and nobody elsewhere should copy it. But the direction of the exchange belongs to every renewal-based business. Why? Acquisition is billed from zero every year — the customers paid for this year must be paid for again next year, and the year after, if growth is to continue. Retention is paid for once, at the top; after that, it is harvest. Every customer a lapse model rescues is already on the books, and keeping that person costs far less than acquiring a replacement. The multiple moves; the direction does not. Acquisition first, retention after — nobody disputes the order. The lecturer said so himself: a customer has to be won before a customer can be kept. What gets disputed is not the order; it is the accounting.

Indiscriminate Retention Is What Kills The Future

A further objection: chase retention too hard and a company turns defensive — all its money spent keeping old customers, new markets missed. Nokia kept its feature-phone users and lost the future. The question undersells retention. A lapse model’s essence is identifying who is about to leave and spending the budget precisely on those people; that is an offensive way to spend, not indiscriminate defense. What truly kills the future is indiscriminate retention: trying to keep everyone, splitting the budget into an equal share for each, and keeping nobody in the end. Nokia’s error lay in the indiscriminate part, not in retention itself. Retention and offense are never mutually exclusive; the books simply have to be kept separately.

Pull The Attrition List First; Talk Growth After

The relationship has to run in both directions, too. Traffic that flows from one side only does not flow for long; the lecturer summed it up as retention and development — nurture customers, grow together with them, and the relationship extends with the years. Acquisition carries the halo; retention carries the profit. New customers make the numbers look good, old customers make the cash real. Whoever pulls the attrition list first earns the right to talk about growth. However well the report answers its question, the answer sheet for the bottom line sits in the hands of the customers who stay.

Fengyu WANG
Fengyu WANG

Markets, investing, engineering — one person, one underlying logic.