A churn-prediction and intervention tool for SMB SaaS: connects to billing and product-usage data, flags accounts at risk of churning based on usage decline, support tickets, and payment signals, then triggers a recommended playbook (in-app message, CSM task, save offer) so a small team can act before the cancel, no data scientist required
Is the demand real?
Strong and direct. Churn is the silent killer of SMB SaaS, and the smaller the company the less it can afford a data scientist to build a churn model or a full customer-success platform to act on one. The pain is acute (every churned account is lost revenue the founder feels immediately) and the willingness to pay ties straight to retained MRR, which makes the value obvious and easy to price.
Growing or fading?
Retention and net-revenue-retention focus keeps rising as cheap growth ends and investors reward efficiency. Risk: customer-success platforms (Vitally, Custify, ChurnZero) sit adjacent and could move down, so you must own the no-data-scientist, act-now wedge for small teams they price out.
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- Competitor teardown and how to beat each one
- The grand slam offer to lead with
- Outreach scripts that book replies
- Where to source the customers
- The first 90 day plan