Whale Behavior Prediction
ML prediction for high-value fan behavior in creator economies
Whale Behavior Prediction identifies fans with high lifetime value potential before they reveal it and predicts which existing high-value fans are showing early disengagement signals. Connects via API to your platform data and delivers daily risk and opportunity scores per subscriber.
MRR
$14,320
+12% this month
Active
487
+23 this month
Churn
1.8%
-0.4% this month
$14K/mo
Verified revenue
73%
Choose annual
98.7%
Uptime SLA
<2min
Setup time
The Problem
Sound familiar?
High-value fans (whales) drive 80% of revenue but are treated the same as average subscribers until they spend — by then, personalization opportunity is missed
Whale disengagement is invisible until they unsubscribe — agencies have no warning system to intervene early
The Solution
Whale Behavior Prediction fixes this.
Whale Identification Model
ML classifier trained on engagement patterns (message frequency, tip history, content interaction) to score each subscriber's whale probability within the first 72 hours.
Disengagement Early Warning
Detects declining engagement patterns in existing high-value subscribers and alerts the chatter team 7-14 days before a predicted unsubscribe.
Personalization Recommendations
For each flagged whale, generates a content and interaction recommendation based on their historical engagement pattern.
How It Works
Set up in under 2 minutes. No complex configuration.
Whale Identification Model
ML classifier trained on engagement patterns (message frequency, tip history, content interaction) to score each subscriber's whale probability within the first 72 hours.
Disengagement Early Warning
Detects declining engagement patterns in existing high-value subscribers and alerts the chatter team 7-14 days before a predicted unsubscribe.
Personalization Recommendations
For each flagged whale, generates a content and interaction recommendation based on their historical engagement pattern.
Daily Score API
REST API delivers daily updated scores per subscriber for integration into your existing agency dashboard or chatter workflow.
Why not the alternatives?
Same result. A fraction of the price.
| Product | Price | Core feature |
|---|---|---|
| Whale Behavior Prediction | $99/mo | ML prediction for high-value fan behavior in creator economies |
| Enterprise tool | $149/mo | Overkill for most teams |
| DIY approach | 40+ hrs dev | High maintenance burden |
Integrates with your stack
Simple, Transparent Pricing
No per-user fees. No hidden costs. Cancel anytime.
Intelligence
- Up to 10,000 subscribers scored
- Daily score updates
- Disengagement alerts
- Personalization recommendations
- REST API access
Frequently Asked Questions
How much historical data is needed to train the model?
The model uses platform-wide patterns and requires only 30 days of your own subscriber interaction data to calibrate. Useful predictions begin from day one using transfer learning.
Does this integrate with Agency OS?
Yes. Whale Behavior Prediction scores are natively displayed in Agency OS subscriber profiles when both products are connected.
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