| Answer | Responses | Percent |
|---|---|---|
| Predictive insights (e.g., churn or adoption forecasts) | 80 | — |
| Automated reporting and summaries | 101 | — |
| AI-generated insights or recommendations | 86 | — |
| Cross-team dashboards and data sharing | 48 | — |
| Built-in experimentation / A/B testing tools | 64 | — |
| 11 | — |
Verified survey results from Userpilot customers on: “What would make analytics significantly more valuable for your team? (Select up to two)”. Survey of 183 respondents, verified by UserEvidence on November 24, 2025.