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

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.

