Churn Prediction Software

Catch churn before the cancel

AI scores every account for churn risk daily and shows the exact signals driving it — so you reach at-risk customers 30+ days before they cancel, not after.

Built for B2B SaaS products with product usage.

Churn Risk
4
High risk

Score 4 of 5

Churn drivers

Disengagement trajectory

High

Solo plan, monthly billing

High

0 active users · 7 days

High

Stable MRR

Low

By the time they cancel, it's too late

Most churn builds quietly for weeks. The signals are there — almost nobody is watching them.

97%

of churning customers never contact support — they leave silently.

70–80%

show clear warning signs at least 30 days before they cancel.

40–60%

of SaaS cancellations happen within the first 90 days.

How AI predicts churn

The signals that actually predict churn

CustomerScore learns what preceded churn in your own data, then scores every account daily across four signal categories — with the specific drivers behind each score. Churn risk is the predictive half of our customer health score, which also scores upsell.

  • A 1–5 churn-risk score for every account, refreshed daily.
  • Up to three risk drivers and brakes — the why behind the score.
  • 30+ days of lead time, while a save play can still work.

Engagement trend

Usage measured against each customer's own 30- and 90-day baseline — the drop that flat metrics miss.

Billing signals

Annual→monthly downgrades, failed payments, seat reductions — the highest-signal data most scores ignore.

Activation & adoption

Onboarding milestones and feature breadth in the first 90 days, where most churn is decided.

Support & relationships

Ticket volume and sentiment, and champion changes detected through your CRM.

Rule-based vs. AI churn prediction

Rule-based scoring hits a ceiling fast. The signals that matter are hard to capture in a weighted sum of thresholds.

CustomerScore (AI)
Rule-based
Finds patterns you didn't code
Adapts as your product changes
Per-account driver explanations
Compares to each customer's baseline
Needs you to set weights & thresholds
Drifts without manual recalibration

Prediction is only half the job

A score nobody acts on changes nothing. CustomerScore turns rising risk into action automatically.

Step 1

Risk score rises

An account crosses into churn risk. You get an alert in Slack and a task in your CRM — with the drivers.

Step 2

A playbook fires

Personalized outreach, in-app nudges, or a CSM task trigger automatically — no manual monitoring.

Step 3

The account is saved

You intervene inside the 30–60 day window, while there's still time to change the outcome.

AI Agent & MCP

Ask your customer base anything

The AI agent answers questions about your customers in plain language and surfaces what needs attention. Connect it to Slack for live alerts, or to your own AI tools over MCP — your customer data, wherever you work.

  • “Who should I worry about this week?” — answered instantly.
  • Churn-risk and NRR alerts posted straight to Slack.
  • MCP server exposes your scores to Claude and other AI tools.
Customerscore AI AgentBeta

I found 3 things in your data

10 customers trending toward churn$487 MRR
10 customers upsell-ready$673 MRR
Customer health distribution585 at risk
Ask about your customers…

We watch 1.3M users at:

Connects to the stack you already use

Billing, product analytics, CRM, and support — unified into one score, and pushed back into your tools via native integrations, webhooks, and API.

Stripe
Stripe
HubSpot
HubSpot
Mixpanel
Mixpanel
PostHog
PostHog
Salesforce
Salesforce
Segment
Segment
Intercom
Intercom
Chargebee
Chargebee
API & Webhooks
MCP

For the first time, AI monitors churn risk across all 4,500 customers automatically — including the low-touch accounts that used to churn silently.

Fabian Rohlfing

Fabian Rohlfing

Head of Growth, awork

Read case study →
awork

Enterprise-grade trust, built in

Everything your security and procurement teams need to say yes.

White-glove onboarding

Dedicated setup and hands-on training with our team. You're live in days.

Security & compliance

ISO 27001 certified, audited to your security team's standard.

ISO 27001
SLA
EU hosted
Encrypted

EU hosting & GDPR

Hosted in the EU, fully GDPR compliant.

SLAs & data policies

Clear SLAs and data policies your procurement team can sign off fast.

Frequently asked questions

Predict churn before it costs you

Connect your data and watch AI flag every at-risk account — with the drivers and the lead time to act.