Transparency
Trust & Transparency
This page is maintained by the MirrorMind team to explain how our reports are made. It describes our own practices — it is not an independent audit or certification.
How the AI creates your report
When you complete an assessment, your answers are grouped by theme — self-awareness, confidence, decision making, emotional control, social life, relationships, growth and lifestyle — and sent to an AI language model along with a consistent set of instructions about the structure of a MirrorMind report.
The model reads those answers and writes the text: an overview, your strengths, your growth areas, friendship and relationship insights, and practical recommendations. Nothing is picked from a library of pre-written personality types.
Why every report is personalized
The structure stays the same so you can compare month to month, but the content is written fresh each time from your specific pattern of answers. Two people who choose different responses receive genuinely different reports — and the same person, six months apart, usually does too.
What your results are based on
- Only your questionnaire responses and the optional profile details you chose to share.
- Your previous assessments, when generating a progress comparison.
- Nothing else — we do not track your behaviour elsewhere, buy data about you, or infer traits from your browsing.
Reports are not absolute facts
A MirrorMind report is an interpretation, not a measurement. It reflects how you saw yourself on the day you answered, and AI-written text can be imprecise or simply wrong about you. Treat it as a thoughtful second opinion: keep what resonates, question what doesn't.
MirrorMind is not a psychological test, and it does not provide medical, psychiatric, psychological or legal advice or diagnosis.
Our purpose
MirrorMind exists for self-development and reflection — to give you language for things you already sense, and gentle, practical suggestions you can actually try. Progress here is measured by how well you understand yourself, not by a score.
Shared responsibility
We are responsible for handling your data as described in our Privacy Policy and for keeping the controls on our Security page accurate. Our hosting, database, authentication and AI providers are responsible for the platform underneath. You are responsible for keeping your password private and for how you choose to act on a report.