SIGNAL
OVER
NOISE.
Attraction isn't random. It's a signal buried in noise.
THE PROTOCOL
Input Analysis
We scan your photos for technical flaws (lighting, grain) and semantic failures (context, staging).
Crowd Verification
Real humans vote on specific attributes. We re-weight their votes based on their demographic reliability.
Probability Scoring
You get a VCI (Vibe Compatibility Index). A clean number with a confidence interval. No fluff.
TECHNICAL SPECS
VCI Engine
Probabilistic scoring.
Segmentation
Market-specific data.
Trust Metrics
Authenticity verification.
Bias Correction
MRP Adjustments.
FIELD NOTES
VIEW ALLBuilt Different: Inside Zygnal’s Behavioral Intelligence Engine
How an ordinal‑Bayesian, reliability‑weighted, MRP‑corrected system turns chaotic votes into a VCI you can bet your weekend on—and the one move that actually moves the needle.
Zygnal in 60 Seconds: The Dating Profile Engine
What the app is, how it works, and why it wins—fast.
TLDR: Why Your Dating Profile Is Broken (And How Zygnal Fixes It)
Your dating profile has a 0.08% success rate. You have 1.7 seconds to survive the first cut. And 68% of you are leading with the wrong photo. Here's the brutal math—and the exact fix.