What’s your biggest frustration when analyzing product data?
AnswerResponsesPercent
Too much data, not enough insight45
Inconsistent tracking / missing events62
Slow or manual reporting26
Hard to connect metrics across teams26
Lack of trusted source of truth15
13

Verified survey results from Userpilot customers on: “What’s your biggest frustration when analyzing product data?”. Survey of 187 respondents, verified by UserEvidence on November 24, 2025.