# Vibe Reality Check

> A free eight-question self-assessment for founders with AI-built software. Results organize reported gaps and areas to verify into a practical checklist.

Sponsored by George Rios Consulting LLC

[georgerios.com](https://georgerios.com)

These results reflect your answers. They do not establish that your system is secure, compliant, or ready for a particular load.

## Public content

- [Vibe Reality Check | Is Your AI-Built App Ready for What's Next?](https://viberealitycheck.com/index.md): Take an eight-question self-check for gaps in your AI-built app's security, reliability, and growth readiness. Free results. Sponsored by George Rios Consulting LLC.
- [Free PDF guide: 8 Signs Your AI-Built App Needs a Closer Look | Vibe Reality Check](https://viberealitycheck.com/guide/index.md): Get the free PDF guide and printable checklist covering the eight areas founders should verify before depending on an AI-built system.
- [Learning library | Vibe Reality Check](https://viberealitycheck.com/learn/index.md): Practical guidance for understanding the software your business depends on.
- [8 Signs Your AI-Built App Needs a Closer Look | Vibe Reality Check](https://viberealitycheck.com/learn/8-signs/index.md): A 5-minute self-check for founders who shipped fast and now need to know what's underneath.
- [About George and the check | Vibe Reality Check](https://viberealitycheck.com/about/index.md): A practical check from George Rios, sponsored by George Rios Consulting LLC.
- [Privacy | Vibe Reality Check](https://viberealitycheck.com/privacy/index.md): What we collect, why, and how long it stays.
- [How this check works | Vibe Reality Check](https://viberealitycheck.com/assessment-notes/index.md): The eight topics, scoring rules, editorial priorities, and assessment limitations.

## Tools and full text

- [Interactive check](https://viberealitycheck.com/check): Eight questions; requires JavaScript, no email required.
- [Full public content](https://viberealitycheck.com/llms-full.txt): Complete public pages, dated and attributed.