Stop Silent Churn Before It Starts
Churn prediction SaaS with cold outbound GTM playbook and founder knowledge.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Retention Risk Predictor from MVP shell to operating business.
The GTM is repeatable: targeted outbound to a clear buyer persona with a proven demo cadence. TAM is substantial (18k SMB SaaS companies) with a real pain point (churn forecasting) that incumbent pricing excludes. At 2,900 dollars annually, the positioning sits in a defensible gap between free tools and expensive incumbents. Demo-heavy sales compress the CAC for a small team.
Data integration complexity is the primary killer: each customer has a unique CRM, analytics, and billing stack, creating massive onboarding friction and support overhead that erodes unit margins. Companies with fewer than 150 accounts lack sufficient churn history, silently shrinking the real addressable market. Gainsight and ChurnZero can undercut pricing aggressively when they detect a threat. Year 1 shows negative profitability, demanding flawless execution.
Ideal operator is a solo SaaS founder or small agency with technical depth in data pipelines and existing relationships in the SMB SaaS community. Must be comfortable with direct sales execution and willing to invest in customer success to overcome integration friction. Industry experience in customer retention or analytics is a significant advantage.
From contract signing to operating business.
Three ways in, depending on how much you want to build yourself.
Read the full buyer brief on every product in the catalog. All Fermi math, all agent specs, all sales kits, all skeptic memos. Cancel any time.
The full asset bundle transfers to your accounts. Brand, domain, landing, agent spec, financial model, sales kit, founder persona, video. You own it.
A Roll Digital chief operator builds Retention Risk Predictor for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.