COMPASS AI SIGNAL-STACKING PLAYBOOK
Stack signals, compound retention
How top Compass customers stack four AI signals for 2.4x lift over single-signal play — the order, the cadence, the compounding math.
Get the playbookTop-decile teams stack signals. Median teams stack one. The math is brutal.
The four signals to stack first
The four signals to stack first
Subscriptions
Why stacking compounds
Launch subscriptions your way
Single-signal plays plateau fast. The top decile stacks four signals — decline reason, predicted intent, engagement decay, LTV bracket — in a compounding sequence the median doesn't run.
Grow revenue, minimize churn
Stack two signals: 1.6x lift. Stack four: 2.4x lift. The math compounds because each signal eliminates a different false positive in the layer below it.
Scale as big as you want
Top-decile vs. median: 3x retention spread. The playbook walks the order, cadence, and guardrails so you don't stack signals that cancel each other out.
Commerce
Decline reason: the foundation signal
Use tools like cancel flows, win-back offers, and intelligent retry logic to keep customers longer.
Support memberships, bundles, and prepaid plans with no-code setup, pricing experiments, and API integrations.
Offer subscribers a self-service portal to skip, swap, or cancel plans.
Engage
Predicted intent: layered cancel-save offers
Predict cancellations and trigger targeted flows that retain subscribers.
Build and test subscriber paths that drive product adoption.
Sync subscriber actions, like upgrades/downgrades to Recurly Billing instantly.
RevRec
Engagement decay + LTV bracket: the compounding pair
Cut revenue compliance costs and time by removing manual, error-prone work.
Automate ASC-606 and IFRS-15 compliance.
Get real-time reporting and analytics in prepackaged reports built for subscriptions.
What the top decile runs
Acquire and retain more
- Personalized acquisition and retention offers
- Real-time, in-product engagement
- AI-powered subscriber insights
Launch quickly, iterate often
- Flexible plan launches and testing without engineering
- Personalized journeys with unified billing + engagement data.
- Built-in retention tools and insights to prove impact
Simplify complexity, and scale securely
- Secure platform for billing and payments
- Low-code plan management for faster launches
- Seamless integration with ERP, CRM, and data systems
Automate compliance, improve forecasting
- Automated billing, invoicing, and recognition
- Smart revenue recovery tools that reduce churn
- Real-time reporting and forecasting
How signals stack inside Compass
The math behind 2.4x lift
2.4x
lift over single-signal play
4
signals stacked in production
3x
retention spread, top decile vs median
1.6x
lift from stacking just two signals
RECURLY COMPASS
Compass: the signal-stacking engine
Compass routes every retention action through four stacked signals — decline reason, predicted intent, engagement decay, LTV bracket — so each layer eliminates the false positives in the layer above it.
Explore Compass
Configure instantly
Layer 1: decline reason. Soft fails get instant retry with Compass's issuer model — no calendar, no blanket retry windows.
Customize without coding
Layer 2: predicted intent. Cancel-save offers fire only on subscribers Compass scores as movable — half the discount cost, 4x the save rate.
Detect anamolies
Layers 3-4: engagement decay + LTV bracket. Catch silent churn early, route every action by lifetime value, and protect the top 20% first.
The signal-stacking playbook
The four signals top-decile teams stack — in the right order, with the right cadence, and the guardrails that prevent compounding bugs in production, including:
- The “pause” dividend: How top merchants drove a 337% increase in pause usage to retain customers who would have otherwise canceled
- The AI-driven subscriber: Why 43% of consumers are now comfortable with AI managing subscriptions, especially for fraud prevention and content personalization
Get the playbook to see the full four-signal stack and the cadence top-decile teams use.
See the data
Stack four signals, compound the lift
Get the signal-stacking playbook — four signals, the order to ship them, and the math behind 2.4x lift.
Get the playbook