Product-Led Growth: Use AI to Detect UX Friction Before Churn

Enterprise users rarely complain. They just leave. The gap between friction and churn is where revenue disappears.

Most teams only learn about the issue after the renewal is already lost.

Dashboards show aggregate trends but hide the specific steps where users struggle. Raw logs are too large to interpret quickly.

This delays action and leaves teams guessing about the real cause of churn.

AnonView Oracle lets teams ask targeted questions and get answers tied to real interaction data, without exposing personal data.

const question = "Where did enterprise users stall most this week?";
const answer = await oracle.ask({
  question,
  segments: ["enterprise"],
  window: "7d",
});

• Define critical paths for activation and expansion.
• Ask weekly friction questions by segment.
• Fix the top two friction points before quarterly renewals.