Stop losing customers before you see it coming
Churn prediction SaaS that alerts SMB founders before customers leave.
Every artifact below transfers to your accounts on day one. The whole engine.
Custom scope to take Customer Retention Analyzer from MVP shell to operating business.
The TAM is substantial: 130k SMBs spend roughly $600 annually on retention tooling, indicating real budget. Cold email playbooks validate the motion with 20 demos per month from founders with genuine churn pain. Three closes per month at $99/mo generates $36k in annualized recurring revenue. Retention is table-stakes for SaaS founders, and no vendor owns SMB churn analytics decisively.
Messy CRM data kills prediction accuracy within the first month, eroding customer trust. Incumbents like Mixpanel, Amplitude, Intercom, and HubSpot all ship native retention analytics, making a standalone tool a tough sell without clear differentiation. SMB buyers churn quickly if they don't see a saved customer within their billing cycle. Year one shows negative take-home. Success probability sits at seventeen percent.
A former SaaS CS director or agency founder with an existing network of SaaS executives and comfort with cold outreach. Must understand Shopify and HubSpot ecosystems. Not suitable for first-time founders without SaaS or sales experience. Works best as a side business for someone with adjacent credibility in the space.
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 Customer Retention Analyzer for you. AI-amplified: unlimited Claude + Codex tokens. What used to take weeks, days at our speed.