We help B2B SaaS startups proactively reduce churn by identifying which customers are most likely to leave β before they actually do.
We use your historical customer and behavioral data to build customized churn models, generate cohort insights, and deliver reports and dashboards to support action.
This is designed for small to mid-sized B2B SaaS startups, especially those with:
- Subscription billing models (monthly or annual)
- At least 12 months of customer or usage data
- A desire to reduce churn and improve retention with data
To get started, weβll ask for:
- Subscription Data (account-level billing start/end, plan, MRR)
- Usage or behavioral data (logins, events, feature usage)
- (Optional) Any churn labels, feedback, or cancellation reasons
You can share it as spreadsheets, CSVs, or export it from your analytics tools (like BigQuery, Mixpanel, or Segment).
Tools like Mixpanel are great for tracking usage trends and creating funnels.
Our service goes a step further β we use statistical and ML models to:
- Predict churn likelihood
- Detect behavioral patterns behind churn
- Provide segment-specific retention advice
You donβt need to set up event tracking or dashboards β we do it for you.
Once we receive your data, youβll get your first churn insights report within 3 weeks.
If your data is clean and well-structured, we can move even faster.
Not yet. For now, itβs a freelance service β you send data, I build the model, analyze it, and send you custom reports + recommendations.