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How the Attraction Vibe score is calculated

Fifteen statements rated 0–3 feed six signals: confidence (20%), conversation (20%), presence, style, humour and warmth (15% each). Each signal is scored 0–100; the vibe score is their weighted average. Your highest signal names your result (the Unbothered, the Conversationalist, the Gravity, the Aesthetic, the Comic Relief, the Warm Front); ties go to the signal listed first. No photo is used and none is asked for.

This test measures what you do in a room, not what you look like. No photos, no face analysis, no claim about beauty. Here is what it does measure and how.

The six signals

SignalWeightStatements
Confidence20%3 — comfort in silence, eye contact, shrugging off a no
Conversation20%3 — follow-up questions, disclosure, losing track of time
Presence15%2 — being noticed on arrival, being approached
Style15%2 — a recognisable look, compliments
Humour15%3 — speed, memorability, range
Warmth15%2 — smiling first, remembering details

You rate each statement from not at all (0) to painfully accurate (3). All items count directly; a higher rating is more of the signal.

The score and the signature

Each signal is scored as points divided by maximum, times 100. The vibe score is the weighted average of the six, rounded to a whole number, and lands in one of four bands: Still loading (0–24), Under the radar (25–49), Magnetic (50–74), Main event (75–100).

Your signature is the signal with the highest score. Because presence, style and warmth have two statements each, exact ties happen; they are broken by the fixed order of the signals above, so the same ratings always give the same result.

Percentiles

Once at least 200 people have completed this version, the result shows where your vibe score sits among Wabiro users. The distribution is anonymous and self-selected.

What it cannot tell you

Attraction is specific: what one person responds to, another ignores. A self-rated test cannot measure how attractive you are to anyone, and this one does not try. It reads your own account of six behaviours people commonly respond to and tells you which is your strongest. It never infers anything about your body, age, ethnicity, orientation or health, and it asks for nothing but fifteen ratings, which stay on your device.

Versioning

Version 1. A change to any statement, weight or band creates a new version; results keep theirs.

Attraction Vibe Test

What do people actually respond to when you walk in? Fifteen statements score confidence, conversation, presence, style, humour and warmth. One vibe score, one signature signal — no photos, no looks.

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