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How Psychometrics Improve Relationship Compatibility

Modern dating platforms have fundamentally solved the top-of-funnel problem: they are incredibly efficient at generating initial introductions based on physical attraction and geographic proximity. However, they fail critically in the middle of the funnel.

Engineering Psychological Proximity

People are forced into a high-friction, trial-and-error process of discovering fundamental incompatibilities days, weeks, or even months into an interaction. The current ecosystem relies on us to manually uncover these friction points through awkward dates and forced texting, leading to app fatigue, high cognitive load, and ultimate dating burnout.

While Valeur is the community-facing experience, PRISMA (Personal Resonance & Interaction Spectrum Mapping Architecture) is the psychological engine running under the hood. PRISMA redefines the concept of “convenience” in dating. True convenience is not just about someone living in your neighborhood; it is psychological proximity.

Instead of matching people based on shared hobbies (which rarely sustain a relationship) or arbitrary personality boxes, PRISMA isolates the specific traits that dictate the mechanics of a relationship. The goal is to filter out the noise and surface matches where the baseline interaction is inherently frictionless.

The Scientific Foundation

PRISMA discards the binary approach. Instead, it is a proprietary psychometric engine built upon decades of validated clinical and behavioral psychology.

The Five-Factor Model (OCEAN)

The Five-Factor Model (FFM) is the most widely accepted and scientifically validated personality theory in modern psychology. Unlike binary tests, the FFM dictates that human traits exist on a continuous spectrum.

Adult Attachment Theory

Pioneered by John Bowlby and Mary Ainsworth, Attachment Theory explains how humans respond to intimacy and perceived threats in relationships, mapping baseline emotional safety.

The Gottman Method

Dr. John Gottman's longitudinal research observes couples' micro-interactions. PRISMA is designed to align partners on potential “perpetual problems” so they never escalate to dealbreakers.

Assortative Mating

Sociological and psychological studies prove that humans pair most successfully with those who share baseline values, intellect, and lifestyle rhythms rather than mere shared hobbies.

The 6 Pillars of Resonance

The PRISMA framework maps human behavior across 6 distinct categories, each representing a fundamental pillar of how a person navigates life, relationships, and society.

Life Decibels

How “loudly” and passionately a person lives. This pillar measures the management of life energy, impulses, desires, and baseline tastes. Mismatches here are the most common early-stage dealbreakers.

Interaction Map

The blueprint of a person's social battery and how they draw the line between “me” and “we”. This pillar predicts day-to-day lifestyle compatibility and communication cadences.

Mindset Architecture

A person's mental operating system. This defines how they process information, perceive reality, and make decisions. When mindset architectures align, conversations flow effortlessly.

Life Edit

How a person structures and captains their life. This is the domain of order, discipline, time, and resource management. This pillar filters out logistical nightmares.

Heart Settings

The mechanics of emotional depth, bonding, and vulnerability. This pillar determines if two people can successfully navigate conflict and build deep trust without triggering defenses.

Discovery Mode

A person's horizon. Their attitude towards the unknown, change, technology, and their ultimate vision for life's trajectory.

The 52 Dimensions
of Friction.

Human relationships do not operate in binaries; they operate on spectrums. Here is the complete map of the micro-dynamics that make or break early-stage flirting and long-term cohabitation.

Life Decibels

The volume, intensity, and baseline tastes of daily life.

The Volume Mismatch
Calm & BalancedChill, grounded, avoids drama.
Intense & PassionateLives out loud, amplified emotions.
The Aux Cord Dealbreaker
MainstreamLoves pop culture and the familiar.
Avant-gardeLoves the niche, weird, and experimental.
The Joke That Ended the Date
Politically CorrectValues sensitivity and safe jokes.
Dark HumorTaboo-breaking, edgy, offensive.
Who Steers the Ship?
Compliant & PassivePeacemaker, happy to follow.
Dominant & AmbitiousTakes control, leads the charge.
The Argument Style
AvoidantWithdraws to process in silence.
ConfrontationalWants to hash it out right now.
Sarcasm vs. Sincerity
Sincere & DirectSays exactly what they mean.
Ironic & SarcasticLayered, biting, witty communication.
The Chemistry Timeline
Tender & RomanticEmotional bond before physical.
Primal & PhysicalChemistry is the anchor of the bond.
The Lifestyle Clash
NormativeFollows societal trends and mainstream.
Counter-CultureRejects the norms.
The Weekend Divide
Clean LivingAvoids substances, loves early mornings.
Pleasure & PartyHigh dopamine, hedonistic weekends.
The Ambition Gap
Humble & ModestAvoids the spotlight.
Assertive & StrategicStatus-driven, knows their worth.
The Jealousy Trigger
Liberal & FlexiblePermeable boundaries, highly independent.
Possessive & PrivateKeeps the relationship in a bubble.

Interaction Map

The blueprint of the social battery and spatial boundaries.

The Social Battery
IntrovertRecharges in solitude.
ExtrovertRecharges in the spotlight.
The Merging of Lives
Individual SpaceStrict 'mine' vs 'yours' boundaries.
CommunalEverything is 'ours'.
Texting Anxiety
Slow ResponderTakes hours/days to text back.
Fast ResponderInstant replies.
The Friday Night Fight
HomebodyThe couch is their safe haven.
OutgoingFOMO drives their weekends.
How Was Your Day?
ReporterJust the facts, bullet-point storytelling.
StorytellerVivid, emotional, winding narratives.
The Festival Dilemma
Sensory ShieldDrained by noise and crowds.
Sensory SpongeEnergized by chaos and movement.
The Independence Spectrum
Autonomous'I am me, you are you.'
Relational'We are a team.'

Mindset

The mental operating system and reality processing.

Head vs. Heart
Intuitive & AcceptingLeads with the gut.
Logical & SkepticalNeeds proof, data, and rationale.
Small Talk vs. Big Ideas
Concrete RealityPractical, hands-on, realistic.
Abstract ThinkingPhilosophical, big-picture, theoretical.
The Overthinker's Burden
Simple & DirectLow cognitive load, straightforward.
Complex & LayeredOverthinker, highly analytical.
The Devil's Advocate
Open & ReceptiveNon-judgmental, accepting.
Questioning & SelectiveCritical filter, plays devil's advocate.
The Certainty Clashes
Nuanced & FlexibleLoves the gray area, 'it depends'.
Decisive & FirmBlack and white, clear morals.
Validating Reality
Subjective & InternalDriven by inner feelings.
Objective & ExternalDriven by outside facts.
The Hobbyist vs. The Master
GeneralistCurious about everything.
SpecialistObsessed with one specific domain.
The Status Conflict
Self-Taught / AutodidactStreet smart, hustle-driven.
Academic / InstitutionalBook smart, values degrees.
The Core Beliefs
Secular / HumanistLife is material and scientific.
Believer / SpiritualLife has a higher cosmic purpose.

Life Edit

The domain of order, discipline, time, and resources.

The 5-Year Plan
NowSpontaneous, lives for today.
FuturePlanners, optimizers, delayed gratification.
Taking the Wheel
Go with the FlowAdapts to the universe.
Control FreakManifests and forces outcomes.
The Hustle Culture Divide
Life OrientedWork pays for the weekend.
Career OrientedWork is their identity.
The Ultimate Dealbreaker
SpenderMoney buys experiences.
SaverMoney buys security.
The Dishwasher Wars
Relaxed & SpontaneousComfortable in the mess.
Organized & TidyA place for everything.
The 'Settling Down' Timeline
Slow & MatureCozy, settled, slow-living.
Fast & YoungHigh tempo, trendy, active.

Heart Settings

The mechanics of emotional depth, bonding, and vulnerability.

Golden Retriever vs. Black Cat
Playful & CheerfulLife is a playground.
Solemn & SeriousProtects their peace and dignity.
The Sleep Schedule Split
Early BirdUp at 5 AM.
Night OwlComes alive at midnight.
The Absolute Dealbreaker
ChildfreeDINK lifestyle (Double Income No Kids).
Wants KidsEager to start a family.
Lost in Translation
Acts of Service'I fixed your car.'
Verbal & Emotional'Tell me you love me.'
Breaking the Walls
Guarded & PrivateHigh walls, perfect image.
Authentic & TransparentVulnerable, shares the messy parts.
The Clinginess Trap
IndependentNeeds minimal reassurance.
Attachment OrientedCraves high validation and closeness.
Does This Look Good on Me?
Social HarmonyWhite lies to keep the peace.
Radical HonestyTruth above all else.
The Post-Fight Ritual
Logical SolutionLet's analyze what went wrong.
Emotional RepairJust hug me and tell me we're okay.
The Cuddle Quota
Touch AvoidantNeeds physical space.
Touch LoverConstant physical affection.
The Jealousy Baseline
Cautious RealistTrust is earned slowly.
TrustingAssumes the best in people instantly.
The Ice Queen/King
Aloof & SeriousCool, collected, hard to read.
Warm & AgreeableNurturing, bubbly, inviting.
Reading the Room
Task OrientedOblivious to 'vibes'.
Socially AwareHyper-reads every micro-expression.
The First Date Vibe
Practical & BreezyKeeps conversations light.
Deep & AnalyticalDives straight into childhood trauma.
The Grudge Match
Quick RecoveryForgives and forgets in 5 minutes.
RuminatorTakes days to get over a fight.

Discovery

The user's horizon, attitude toward change, and trajectory.

The Leap of Faith
Risk AverseProtects the downside.
Opportunity FocusedChases the upside.
The Relocation Talk
RootedWants to build a home base.
NomadicWants to live out of a suitcase.
The Optimization Trap
Stability Focused'If it ain't broke, don't fix it.'
Growth FocusedConstant self-improvement and therapy.
The Screen Time Divide
Analog & TraditionalLoves vinyl, hates social media.
Digital & ModernEarly adopter, hyper-connected.
The Vacation Ruiner
RelaxationAll-inclusive beach resort.
Adventure10-day hiking expedition.