See ahead: who to win back, what not to miss
Forecasts turn purchase history and social trends into a map of the future: who is about to churn, where the seasonal peak is, which action matters most. Decisions — before the customer is gone.
Retaining is cheaper than re-acquiring
Churn shows up when it is already too late. Forecasts surface risk early and tell you where to spend effort now for the most return — and where to prep for a seasonal surge.
- Churn prediction. Who is about to leave — and how likely they are to come back.
- Seasonality. Demand peaks and dips in advance, from history and trends.
- Risk and reward. What to de-risk and what not to miss — weighted by value.
- Action priority. A queue by volume × value, not by gut feel.
Churn signal
An early flag from behavior: dropping frequency, longer gaps between purchases.
Seasonal windows
When to prep stock and a campaign to catch the peak, not chase it.
Risk × reward
Balancing de-risk and dont-miss-growth — per segment.
Action queue
Priority: who to win back first, who to upsell, who to leave alone.
Trends in the model
Social Recon signals strengthen the forecast — demand shows before sales.
Straight into action
A forecast fires a flow in Quill or a reminder in Bookings.
From history to a decision for today
Data
Purchases, frequency, gaps from CDP.
Context
Social signals and seasonality.
Map
Risks, peaks, priorities.
Launch
A flow in Quill or a reminder.
Be the first to see ahead
Request access — we will connect forecasts to your base at launch.