# Feedback Lab

> Candid feedback for ambitious builders. Drop the link to something you built, get an instant review and a live preview, then trade detailed, attributed feedback with other builders.

Feedback Lab is a platform where builders submit an app link, receive an instant "magic review" plus a live preview of the page, and exchange candid human feedback. Reviews (human or magic) use the same six lenses so notes are easy to compare.

## How it works

- Paste an app link on the home page. No sign-in is required to try it.
- In seconds you get a live preview and a magic review across six lenses.
- Other builders can leave candid, attributed feedback. You collect it all in one place.
- Sign in to claim and publish an app under your name so it joins the public listings.
- A link submitted without signing in becomes an unclaimed app: unlisted, but shareable by its direct link. Any signed-in person can claim it; the owner can unclaim their own app.

## The six lenses

- Clarity: is it obvious what this is?
- Who it is for: is the audience clear?
- Core value: is the main benefit compelling?
- Design: does it look and feel right?
- Does it work: does the experience hold up?
- Biggest opportunity: what is the one change worth making next?

## The rules

- Be candid, not cruel. Honest critical feedback is welcome; harassment and abuse are not.
- Submit links you want feedback on. Do not impersonate others. Attribution reads "submitted by", not "built by".
- No spam, scams, or unlawful or harmful content. Submissions are checked automatically and anyone can report an app.
- Apps and feedback are public and attributed to your name.

## Links

- Home: https://feedbacklab.app/
- About and rules: https://feedbacklab.app/about
- Privacy and disclaimer: https://feedbacklab.app/privacy