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Anonymous friend feedback reveals self-perception through an AI-generated reflection.

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Product memo

Individuals seeking honest self-reflection can invite friends to answer three questions anonymously. The tool synthesizes these insights into a literary, surprisingly accurate read on who they are. This approach provides a gentle mirror for personal growth, bypassing direct confrontation while offering a clear view of self-perception.

For who
Individuals seeking honest self-reflection from friends
Solves what
Provides anonymous, synthesized feedback from friends to reveal self-perception.
  • Anonymous friend feedback
  • AI-generated self-reflection
  • Private, shareable results

In their own words

What do your friends _actually_ see when they look at you?

Invite your people to answer three quiet questions. We turn what they say into a mirror — a literary, surprisingly accurate read on who you are right now.

Operator & company

Company

Team

Indie / lean

Founded

May 2026

Operating model

Business model

Donation

Platform

Web app

Audience

General

Product channels

Builder strategy

ProvenRadar analysis

Strategy Type
Wedge Expand
Stage
Bootstrapped Lean
Effort
Solo Buildable

Commercial cues

Model
free only
Free tier
Yes
Trial
No

Pricing strategy

Mirror Test is entirely free, positioned as a social experiment to drive user acquisition and viral sharing.

  • Free access removes all barriers, encouraging broad adoption.
  • Viral sharing mechanisms drive organic growth through friend invitations.
  • Focus on user experience prioritizes engagement over direct monetization.
About Mirror Test (Free Social Experiment) Expand

Mirror Test offers a unique way for individuals to gain insight into how friends perceive them. Users generate a private link and invite friends to answer three customizable questions anonymously.

The tool then uses AI to synthesize this feedback into a literary reflection, offering a surprisingly accurate and gentle mirror for self-understanding. This no-account-required approach lowers friction, making it easy for anyone to explore personal growth through social feedback.