Ep. 128 - Session Diagnostic: Why should you do a diagnostic before you apply AI to your GTM - Part 3 cover art

Ep. 128 - Session Diagnostic: Why should you do a diagnostic before you apply AI to your GTM - Part 3

Ep. 128 - Session Diagnostic: Why should you do a diagnostic before you apply AI to your GTM - Part 3

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In this episode of Selling Intelligence, KK Anderson, Mark Petruzzi, and Alan Rudolph continue their Diagnostic Session series by focusing on the most underinvested side of the go-to-market bow tie: customer retention and expansion.The conversation explores why enterprise value is built not just through acquiring customers, but through keeping, expanding, and delivering value to them over time. Alan breaks down the difference between gross retention and net revenue retention, why time to value has become one of the most critical metrics in modern SaaS, and how broken retention models create pressure that sales teams can never fully outrun.The team also discusses the dangers of applying AI to flawed systems, why bad data and weak customer alignment create compounding problems at scale, and how CROs can build healthier, more profitable businesses through stronger metrics, ICP discipline, and operational alignment.What You’ll Learn:Gross vs. Net Revenue Retention: Why both metrics matter and how world-class SaaS companies measure customer health.Time to Value as a Growth Driver: Why TTV belongs on the CRO scorecard and how faster customer outcomes drive expansion.The Cost of Poor ICP Alignment: How selling to the wrong customers destroys retention, profitability, and scalability.Diagnose Before You AI: Why AI amplifies broken systems and how to avoid accelerating bad processes.Metrics That Protect Enterprise Value: The KPIs every CRO should monitor to improve retention, forecasting, and operational efficiency.Key Topics:Customer retention and expansion strategyGross retention vs. net revenue retentionTime to value and customer onboardingDiagnosing broken retention models before implementing AIICP alignment and customer fitEnterprise SaaS growth metricsAI-driven forecasting and operational efficiencyData quality and AI readinessCustomer churn and expansion motionsBuilding scalable revenue operationsGuest Spotlight: Alan RudolphAlan Rudolph is a strategic advisor at AGS with deep expertise in enterprise software, revenue operations, customer retention, and scaling go-to-market organizations. He has worked closely with growth-stage companies and executive leadership teams to improve operational discipline, retention performance, and enterprise value creation.Resources & Mentions:AGS Revenue Blueprint DiagnosticBenchMarketKey Metrics Discussed:Gross RetentionNet Revenue Retention (NRR)Time to Value (TTV)CAC PaybackWin Rate by ICPTopics:Diagnose Before You AICustomer Health MetricsAI Readiness in Revenue Organizations🎧 Listen now and follow Selling Intelligence for more insights on AI, revenue growth, enterprise operations, and go-to-market strategy from today’s leading operators and advisors. Subscribe wherever you get your podcasts.KK Anderson (00:29)Welcome back to another exciting episode of our diagnostic sessions. And today we're going to pick up right where we left off with the last one in chatting with Mark and Alan about the go to market bow tie and specifically the last, the right side of the bow tie, what we call Keetmore, which is all around customer retention and expansion. And I know Alan will agree with this when we say thatThis is really the most under invested side of the bow tie and where enterprise value truly has the opportunity to compound. so, Mark, I'll hand it over to you to kick us off and we're excited to have another great session.Mark Petruzzi (01:08)great. So Alan, that last segment of the bow tie that KK is describing, that customer retention expansion, this is your home turf. So what does diagnosis look like here? And why is this side the side most CROs just under invest in?Alan Rudolph (01:25)Do we have enough time? I'll be here for hours. ⁓ No, think it's just there needs to be a focus on gross retention, on net retention, on the whole structure of how does sales and account management and customer success, how do all these pieces come together? And we know that it drives growth and it drives value overall for the company.But the under investment mark to your point, I probably have two, three, four conversations today. I was just talking to an exec this morning from a leading research firm and he was telling about one of his clients and their churn numbers are down, their sales numbers are off and obviously they're not growing. And if your churn numbers are too high, i.e. lack of gross retention, then it puts undue pressure.on the sales team because we think, we can just go sell our way out of the box. And we know that doesn't work, right? We know for a healthy software company, we need to keep the gross retention north of, ideally north of 90%. Best in class is 95 % to 97%. And so this is where the pieces need to come together, right, in terms of selling, account management. Oh, let's not forget aboutproduct because it's all about driving value to the customer. So it's definitely the art of the deal, right? It's more than just science. There's art here, in other words...
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