Churn Prediction

Spot churn risk early — long before it shows up in your numbers

See which accounts are cooling off, understand what changed, and act before the relationship slips.

Stay ahead of churn with live behavioural signals, not lagging indicators.

Churn prediction dashboard

Why churn prediction matters

Churn rarely happens suddenly. Engagement drops, activation stagnates, key users stop logging in — but most teams only notice after the renewal is lost. Churn prevention starts with knowing who is drifting and why. Accoil gives you a real-time view of risk using product behaviour, not gut feel or outdated reports. You see the early signals long before customers say they're unhappy.

  • See early signals before customers complain
  • Understand who is drifting and why
  • Act on behaviour, not lagging indicators

Key capabilities

  • Risk segments

    Create dynamic segments for cooling accounts, stalled trials, inactive users, and more.

  • Account-level risk scoring

    Measure churn risk using a 0–100 engagement score that reflects real product usage.

  • Behaviour-based alerts

    Trigger actions when engagement drops, champions disappear, or usage patterns shift.

  • Context on what changed

    Get a clear view of the behaviours contributing to risk.

Risk segments
Account-level risk scoring
Behaviour-based alerts
Context on what changed

How it works

01

Track engagement drops

Scores update continuously as users adopt (or stop adopting) your product.

02

Monitor segment changes

See when accounts move from healthy → cooling → cold → high risk.

03

Highlight behavioural shifts

Spot changes in usage patterns, key user activity, or feature adoption.

Stay ahead of churn with live behavioural signals.

Integrations & actions

Connect churn signals to your existing tools — so every team can act on risk before it's too late.

CRM sync

Send risk signals to Salesforce or HubSpot for workflow automation.

CSM alerts

Alert CSMs automatically when risk thresholds are crossed.

Signals Feed

Add risk indicators to the Signals Feed for team visibility.

Messaging sequences

Trigger email or messaging sequences for declining accounts.

What this unlocks

For customer success

  • Prioritise the right accounts before renewal season
  • Catch silent churn — accounts who haven't told you they're disengaged
  • Build proactive outreach based on behavioural shifts

For sales & revenue

  • Understand renewal risk early
  • Focus expansion on stable or improving accounts
  • Prevent surprises during QBRs or renewal discussions

For product teams

  • See which features correlate with declining engagement
  • Identify steps where users commonly stop progressing

For leadership

  • A real-time health view of your entire customer base
  • Predictable retention forecasting
  • Early warning signals for product or onboarding issues

Accoil gave us visibility into risk weeks earlier than our old tools. Our team finally feels ahead of churn, not behind it.

See how Accoil works

Discover how churn prediction — and the rest of Accoil's features — can help your teams stay ahead of risk and retain more customers.

  • Spot risk before customers leave
  • Based on real product engagement
  • Alert teams and trigger workflows automatically