Deeper signal.
Different approach.

Analytics show you where users drop off. Human panels tell you what an incentivized tester thinks. coldrun signs up as a truly cold first-time user and diagnoses exactly why your friction exists. Here's how they stack up.

coldrun compared to human usability testing panels, analytics and session replay tools, and onboarding tour builders, across setup, perspective, and primary use case
Capability
coldrunAI diagnostic agent
Human panelsUserTesting, Maze
AnalyticsHotjar, PostHog
OnboardingAppcues, Pendo
Setup & prerequisites
Needs existing traffic to work
Zero traffic needed
YesYes
Requires a code snippet
Just a URL
YesYes
Time to first actionable insight
Minutes
DaysRecruiting
WeeksData gathering
N/ABuild tool
Perspective & output
Truly “cold” first-time perspective
Guaranteed unbiased
VariableProfessional testers
Narrates reasoning step by step
Structured reports
YesRaw video/audio
Diagnoses confusing copy or UI
Yes
Impliedvia rage clicks
Primary job to be done
Fixing top-of-funnel signup frictionCore focus
Secondary use case
Secondary use case
Not designed for this
Guiding users already onboarded
Measures retention
Core focus

Stop guessing why users bounce before experiencing your value.

See a live report