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.