Skip to main content

One post tagged with "analytics"

View all tags

The Quiet Quitter Pattern: Why Your AI Engagement Metrics Are Lying to You

· 10 min read
Tian Pan
Software Engineer

There's a specific failure mode that quietly destroys AI product metrics without anyone noticing. Your dashboard shows a 34% suggestion acceptance rate, strong DAU, and growing feature engagement. What the dashboard doesn't show is that 60% of those accepted suggestions get immediately rewritten, the users who "engage" most are the ones who click the AI output, select all, and type their own response anyway, and the feature has zero measurable effect on downstream task completion.

The Quiet Quitter Pattern: Why Your AI Engagement Metrics Are Lying to You

This is the quiet quitter pattern: users who systematically route around an AI feature while still generating all the surface metrics of engaged users. They don't disable the feature — they just ignore its output. In your analytics, they look identical to your best AI users.