Churn is predictable. So is growth.

Field notes and playbooks on customer health, churn prevention, and expansion revenue, for the teams who own the number.

Guides

Customer Success Maturity Model: What Each Stage Hires

Every published maturity model asks you to grade your own behaviour, and none can tell you what the distribution looks like. We measured the one thing that leaves a public record, what a company separates, and three in four have separated nothing at all.

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CS
Guides

Customer Retention Cost: The Formula and What Goes In

27 min read

Every published formula agrees on the arithmetic and none agrees on the scope. We counted what 4,090 live post-sale adverts are hired to do, and two thirds of the people you would put in the numerator are also paid to grow the account.

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Guides

Customer Success Platform Business Case: The Numbers That Win

24 min read

Every template tells you to promise expansion revenue. We counted what post-sale teams are measured on across 4,090 live job adverts, and expansion is not it. Here is the case finance signs, the cost line most people underfill, and the two benefits you should delete.

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Careers guide

How to Break Into Customer Success: Where the Entry Roles Are

19 min read

Start in support, get certified, expect a catch-22: the advice is identical everywhere and none of it is measured. We read every live post-sale job advert instead. The entry roles exist, they are not where the advice sends you, and not one of them asks for a certification.

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Guides

AI Skills for Customer Success Managers: What Employers Want

19 min read

Every customer success job advert seems to mention AI now. Read the sentences instead of counting the word and most of it turns out to be the employer describing itself. A much smaller share asks you to use AI at all, and what they ask for is plainer than the noise suggests.

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Careers guide

Cost to Serve per Account: The Number Your CFO Will Ask For

21 min read

Your CFO asks what it costs to serve one customer for a year. Every published answer divides a salary by a book size the author picked. We measured the part everyone assumes, and the same salary produces anything from under a thousand dollars an account to over seven thousand.

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Careers guide

Partner-Led Customer Success: Who Owns the Customer

22 min read

Every guide to through-partner customer success tells you to align with your partners. None of them reads the contracts. We did. In the reseller agreements we could obtain, the vendor hears that a customer is leaving from the partner, weeks before the date.

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Guides

Customer Success Operations: The Role Most CS Teams Lack

25 min read

Every guide to customer success operations lists what the role owns and tells you to hire one when the team is struggling. None of them says how many companies have one. Across the live post-sale job market, about one software company in eight shows any sign of the function at all.

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Careers guide

Customer Reference Program: How to Build One Sales Can Use

24 min read

Every guide to customer references assumes the hard part is recruiting advocates. Across 876 software companies hiring now, about one in twelve asks customer success to produce references, and almost none names a programme to produce them through. The duty is assigned, the system is not.

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