Growth Play

Customer Drop-off Prediction

Your best customers won't tell you they're leaving. Detect drop-off early with predictive AI scoring and decisioning that chooses the right action to protect revenue. Every time.

Intelligently predict customer drop off.
Protect revenue before it’s gone.

Identify risk in real time

Combine transactional history, engagement patterns, and behavioral signals from your warehouse with real-time profile updates.

Predictive AI scoring continuously evaluates drop-off likelihood as behavior changes, not on a weekly report or after revenue has already declined. Risk surfaces early enough to act while retention is still economical.

Let AI decisioning select the right action

Retain revenue with AI-powered decisioning that assesses risk in real time—evaluate CLV, discount sensitivity, and channel responsiveness to trigger the right action, instantly.

Not every at-risk customer needs an incentive. Choose the action that protects revenue within your guardrails.

Coordinate retention across channels from a unified profile

Deliver retention actions across email, push, web, and paid media from a single unified profile.

Suppression and sequencing operate at the profile level (not inside disconnected channel tools), so the moment a customer re-engages, messaging adjusts everywhere.

Frequently Asked Questions

What is Customer Drop-off Prediction?
How does Customer Drop-off Prediction work?
How can I implement Progressive Profiling?
What data is required for Customer Drop-off Prediction?
How does AI decide which retention action to use?
How is Customer Drop-off Prediction different from Dormant Customer Reactivation?
When should I use the Customer Drop-off Prediction Growth Play?

Growth Plays

Stop Waiting And Start Growing

When you understand every customer and act fast, growth compounds across the entire journey.

Awareness
Lookalike Audience Expansion

Identify high-value audiences who behave more like your best customers.

Intent-Based Targeting

Improve ROAS by optimizing media spend around high-intent audiences.

AI Discovery Optimization

Expand brand discovery and capture demand within consumer AI assistants.

Consideration
Anonymous Visitor Identification

Convert anonymous engagement into known profiles you can act on.

Progressive Profiling

Capture declared preferences to deepen customer understanding over time.

Vwam

Guide purchases with an AI shopping assistant to increase CVR and AOV.

Purchase
First-Purchase Acceleration

Shorten the path from browsing to buying through real-time personalization.

Abandon Cart Recovery

Turn at-risk revenue into conversions with timely, personalized offers.

Order Value Expansion

Intelligently grow AOV with personalized add-ons and smart recommendations.

Customer Reactivation

Bring back inactive customers with tailored outreach that turns  browsing into purchase.

Loyalty & Advocacy
Loyalty Tier Progression

Drive repeat purchases & engagement with personalized, timely loyalty incentives.

Smart Replenishment Upselling

Protect revenue and capture additional purchases tailored replenishment offers.

Customer Drop-off Prediction

Identify early signs of attrition and intervene before you lose customers.

Advocacy Growth

Lower CAC by turning your best customers into a referral engine for new customers.