AI Predictive Analytics

Know Who's About to Churn. Even Before They Do.

Turn early warning signals into action. Identify at-risk customers, prioritize outreach, and prevent churn before it impacts growth.

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Product Growth with Userpilot.

Why Predict

Everything you need to stay ahead of your accounts

Traditional analytics

Tells you what happened and why, after the fact. By the time you see the signal, the damage is done.

Userpilot predict

Tells you what will happen next — with enough time to intervene, automate, and prevent churn before it starts.

Userpilot Predictive Modeling dashboard

Predict any outcome that matters

Choose the outcome — churn, activation, expansion, feature adoption — and Userpilot builds a predictive model around it.

Account health at a glance

See every account scored by risk and opportunity. Know which accounts need attention before they ask for it.

See which events predict success — or failure

Choose the outcome — churn, activation, expansion, feature adoption — and Userpilot builds a predictive model around it.

Intervene automatically

Set automated in-app experiences, Slack alerts, and email nudges to trigger the moment a risk threshold is crossed.

How It Works

Four steps from product signal to timely intervention

Connect all your signals

Set up a project around any outcome — retention, monetization, activation, or engagement. Lia tracks it 24/7, surfaces the data, and predicts where it's heading.

Choose the outcome to predict

Select churn, activation, expansion, or feature adoption. Userpilot automatically builds a model calibrated to your product and your users.

Know which accounts to act on and why

Every account is scored by risk and opportunity. See the exact signals driving each prediction so your team knows exactly where to focus.

Trigger interventions automatically

Set thresholds once. When a risk score crosses the line, Userpilot fires the right in-app experience, Slack alert, or email — no manual step required.

Connect all your signals
Choose the outcome to predict
Know which accounts to act on and why
Trigger interventions automatically
Intelligent Automation

Predict plugs into your entire AI stack

Always-On Agent

Always-On Agent

Set up a project around any outcome — retention, monetization, activation, or engagement. Lia tracks it 24/7, surfaces the data, and predicts where it's heading.

Chatbot

Chatbot

Available anywhere in Userpilot. Ask about your data, summarize user feedback, or session replays, build in-app guides, reports, and more.

Built For Your Entire Team

One dashboard. Different answers for every team member.

Get ahead of every at-risk account

Predict gives CS teams a live view of every account's health, so they can prioritize outreach, respond faster, and intervene before a customer ever considers leaving.

  • Retention drivers
  • Features correlation
  • Predictive scores
  • Activation analysis
Predictive modeling for Product teams

See friction before it becomes churn

Understand which product experiences correlate with disengagement, identify drop-off patterns in key flows, and redesign with confidence before users leave.

  • Drop-off prediction by flow
  • Feature correlation analysis
  • Engagement trend forecasting
  • Friction point identification
Predictive modeling for UX Design teams

Never be surprised by a churned account again

Every account is scored by health and risk in real time. Your CS team sees exactly which accounts need attention — and exactly why — before the renewal conversation starts.

  • Per-account health scores
  • Churn risk ranking
  • Renewal likelihood tracking
  • Expansion signal detection
Predictive modeling for Customer Success teams

Identify expansion signals before they go cold

Pinpoint accounts showing upgrade intent, segment by predicted lifetime value, and time your campaigns to land when users are most likely to convert.

  • Expansion likelihood scoring
  • Predictive audience segmentation
  • Activation funnel forecasting
  • Campaign timing optimisation
Predictive modeling for Marketing teams

Enterprise-grade AI, built on trust & security

We designed Userpilot AI with one principle: your data is yours. We are committed to an architecture of trust where your business data is protected, isolated, and used exclusively to generate insights for you.

  • Protected, isolated, and never shared.
  • Built to meet SOC 2 and GDPR standards.
  • Continuously monitored to stay ahead of threats.
GDPR, HIPAA, SOC 2 compliance badges

MCP Server

Bring your Userpilot data into any AI tool you use.

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Lia Agent

Your AI product growth partner — analyze, engage, and act on user data.

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Agent Analytics

Analyzes your product data, generates content, and executes actions.

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Brandkit

Official Userpilot logos, marks, and company description. Download any asset as SVG or PNG.

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Company description

Userpilot is a product growth and analytics platform that helps SaaS teams turn user insights into better product experiences. Product, growth, and customer success teams use Userpilot to understand user behavior, onboard new users, drive feature adoption, collect feedback, and reduce churn, all without code. More than 1,200 companies use Userpilot to accelerate product growth.