Prompt Truth Checklist

Prompt Truth Checklist is a free quality-control layer for AI outputs.

The problem: AI generates confident-sounding text that contains subtle errors, invented facts, and false certainty. If you ship that to users or clients, you lose trust fast.

This checklist gives you:

• A compact verification pass to run before publishing any AI-generated content
• Questions that surface false confidence, invented sources, and sloppy claims
• A habit that makes your outputs more trustworthy over time

Best for: anyone shipping AI-generated content to real humans — emails, reports, product copy, deliverables.

Honest scope: This is a checklist, not an automated system. It's fast to use and catches the most common failure modes.