V0

V0

v0.app

B2B · Software Development

Generates React/Tailwind UI components from a text prompt, deploys straight to Vercel.

Autonomy & Control: 50/100Safety & Error Prevention: 50/100Self-Improvement & Feedback: 38/100Understandable & Transparent: 63/100Recommendation & Prediction: 50/100Enrolment & Mental Models: 75/100Trust Fingerprint

Audited Flow Audited: App builder

Summary

Autonomy & Control: 50/100Safety & Error Prevention: 50/100Self-Improvement & Feedback: 38/100Understandable & Transparent: 63/100Recommendation & Prediction: 50/100Enrolment & Mental Models: 75/100

Autonomy & Control

4 of 8 points

Safety & Error Prevention

4 of 6 points · 1 not exercised

Self-Improvement & Feedback

3 of 4 points · 2 not exercised

Understandable & Transparent

5 of 8 points

Recommendation & Prediction

3 of 6 points · 1 not applicable

Enrolment & Mental Models

6 of 8 points

Every score is out of what was actually assessed.

Not exercised — Things that were not shown or visible in the audit

Not applicable— criteria that don’t apply to this product.

Key Findings

Agent writes files and runs browser commands without confirmation

1Autonomy & Control

Agent writes files and runs browser commands without confirmation

What’s wrong

After the user submits a single prompt, the agent immediately writes market-data.ts, globals.css, layout.tsx, growth-chart.tsx, calculator.tsx, and page.tsx, then runs agent-browser commands, all without pausing for approval. No confirmation step names what is about to be written or asks whether to proceed.

What to fix

Before the first file write, show a plan listing the files to be created and the browser actions to be taken, with a Proceed button. Subsequent writes in the same run can be batched, but the initial scope must be confirmed.