How We Work

Transparency at
Minimal

We believe you deserve to know exactly how your data is used, how our AI works, and how we keep you safe. No corporate jargon, no hand-waving.

The Vibe Pipeline

How your personality profile is built

Your Vibe is generated from two inputs: a personality quiz and screenshots from your social media feeds. Here's exactly what happens at each step.

1

You Take the Quiz

Visual questions about your preferences. Your answers generate personality scores across multiple dimensions.

2

You Upload Screenshots

Screenshots from Instagram, Pinterest, or other feeds. These show us what you actually consume, not just what you say you like.

3

AI Analyses Both

Our AI (Signal Analysis) reads your screenshots for visual taste and cultural signals. It combines this with your quiz scores to understand your personality.

4

Your Grid is Built

A visual grid of personality tiles is generated — this is your Vibe. Other users see the grid, not your raw data or screenshots.

Key Facts

Screenshots are deleted immediately after processing. We don't store your raw images. Only the derived personality data stays.

No human sees your screenshots. Only AI processes them. The output is abstract personality data, not a report on your posts.

Your raw quiz answers are private. Other users see your Vibe grid and compatibility score — not individual responses.

You can rebuild anytime. Retake the quiz or upload new screenshots, and your Vibe updates fresh.

Matching

How we decide who you see

No black-box algorithm. Here's what goes into your matches.

Personality Compatibility

Your quiz scores and Vibe dimensions are compared with other users. We look for genuine alignment across multiple personality axes.

Location

We use the city you provide at signup. We don't continuously track GPS or use precise location data for matching.

Your Preferences

Age range, gender preferences, and other filters you set. These are hard boundaries — we respect them completely.

What We Don't Do

× We don't sell priority placement or "boost" visibility for money

× We don't use engagement tricks to keep you swiping

× We don't penalise you for being inactive

× We don't share your data with advertisers

Your Data

What we store, and for how long

Plain-language breakdown of your data lifecycle on Minimal.

Data Type What It Is Retention
Profile Name, photos, bio, age, gender, city While account is active
Quiz Answers Your responses to personality questions While account is active
Screenshots Social media feed images you upload Deleted immediately
Vibe Data Personality scores, grid tiles, labels While account is active
Messages Conversations with other users Deleted immediately with account
Technical Logs IP, device type, crash reports Up to 12 months

Instant

Data deleted when you leave

Zero

Data sold to third parties

Instant

Screenshots deleted after processing

Safety

How we keep you safe

We use a combination of technology and human judgement to protect the community.

AI Content Moderation

Uploaded photos and screenshots are automatically scanned for prohibited content — nudity, violence, hate symbols, and CSAM. Flagged content is reviewed before being shown to anyone.

Human Review

Every user report is reviewed by a person. We don't automate ban decisions for edge cases. Context matters, and we look at it.

Report & Block

Every profile and message has a report button. Blocking is instant and permanent — the other person won't know and can't contact you again.

Zero Tolerance

Harassment, CSAM, threats, scams, and exploitation result in immediate permanent removal and a report to law enforcement where required.

CSAM Reporting

We have a zero-tolerance policy for child sexual abuse material. Any CSAM detected is immediately removed and reported to the Internet Watch Foundation (IWF), the National Centre for Missing & Exploited Children (NCMEC), and local law enforcement authorities. Users involved are permanently banned.

Behind Minimal

Built by one person

Minimal isn't backed by a venture-funded corporation. It's built and maintained by an independent developer. There's no growth team optimising for engagement metrics, no board demanding more ads, and no incentive to exploit your data.

The business model is simple: build a good product that people want to pay for. Your data is not the product.

Have questions?

We're happy to explain anything in more detail. Reach us anytime.

hello@getminimal.app