Know what's wrong
with your profile.
Real people vote. AI analyzes. You get the answer.
Built for People Tired of Guessing
Your friends won't tell you the truth. Dating apps give you nothing. Zygnal gives you data.
Real People Vote
40+ voters from your target demographic give honest feedback — no polite friends.
Targeted Analysis
Choose who you want to attract. See exactly how that audience responds to you.
Statistical Rigor
Confidence intervals, not guesses. Know when to trust your score.
One Clear Action
We identify the single highest-impact change you can make right now.
Anonymous Voting
Your identity is protected. Voters only see your photos.
Your Target Demographic
Votes come from people who'd actually swipe on you.
Real People, Not Bots
Every voter is verified. No fake feedback.
Backed by Research, Not Vibes
We borrowed techniques from political polling, clinical trials, and machine learning. Ordinal-Bayesian scoring with MRP correction — the same methods pollsters use to predict elections, applied to your dating profile.
How It Works
Three steps to understanding exactly where your profile stands — and how to fix it.
Create Your Test
Upload your photos and bio. Define exactly who you want to attract (age, gender, vibe).
Crowd & AI Analysis
Real people from your target audience vote on your profile. AI analyzes their behavior, your photo quality, and facial expressions.
Get Your Game Plan
Receive your VCI Score and a clear, data-backed plan. Know exactly which photo to kill and which one to feature.
We borrowed from political pollsters and clinical researchers. Because your love life deserves PhD-level rigor.
Free to start • No credit card required
FIELD NOTES
VIEW ALL
One of the Problems Women Have to Cope With While Dating: 80% of All Males Are Below Average Ugly
Dating apps aren't a fair marketplace of souls—they're attention markets that sort hard, concentrate rewards, and turn human worth into a relative ranking. Here's the brutal data and the escape routes.

AI Has a Trillion-Dollar Blind Spot: Dating (And how Zygnal may fix it)
A list of personally notable and mildly surprising paradigm changes in dating and AI – things that altered the landscape and stood out to me conceptually.

From Chaos to Compatibility: An AI-Driven Framework for Dating Profile Optimization
Online dating in 2025 presents a paradox. We propose an AI-augmented, evidence-based solution combining human feedback with AI analysis to create a holistic Vibe Compatibility Index.









