Vibe Check – UX Benchmark for vibe designs

Name: Vibe Check – UX Benchmark for vibe designs
Availability: InStock
Author: aEJ04Izw5HYm

by aEJ04Izw5HYm·Mar 31, 2026·5 points·1 comment

Visit Project View on HN

AI Analysis

●●SolidBig BrainSolve My Problem

AI navigates your site like a user — UserTesting alternative with audit trails.

Strengths

•Thinking audit trail shows why AI took each action during simulation.
•Quantitative metrics like time-on-task and miss-click prediction.
•SOC 2 compliance and zero data retention policy for enterprise trust.

Weaknesses

•AI simulation accuracy varies by persona — admits case-by-case limitations.
•Pricing jumps from free to $49/month with only 5 free simulations.

Post Description

Vibe check shares benchmarking insights on any vibe coded URLs like: Make, Lovable, Claude code, V0, etc. Provide a link and we'll share your 'time-to-value'.

Provide a URL, Set a challenge("Find pricing and subscribe") then AI navigates in real-time, just like a user. We then generate a UX insights report: Interactions, time-on-task, drop-off, etc.

Here is an example of simulation Playback on A VibeBank Prototype: https://app.appvelocity.io/vibe/simulation/8321db67-883b-445...

And an example report: https://appvelocity-io.pmailroute.net/x/d?c=50527836&l=694a7...

======

What's cool about this is that it gives you some quantitive data to act upon in improving the UX of product journeys. If anyone shares some early Vibes, I'll run Vibe Check on your behalf and share some insights.