Dating Research.
Distilled.
Evidence-based guides on algorithm exploitation, behavioral psychology, and the technical infrastructure of modern AI-assisted dating.
Featured Analysis
The Ultimate Guide to Algorithmic Dating Optimization
Learn how the ELO systems and hidden Elo scores on modern dating apps rank your profile, and how to optimize your funnel for maximum visibility.
Use the right diagnostic before you go deeper.
These guides explain the systems. The tools below help readers test profile quality, opener quality, and conversation risk directly instead of stopping at theory.
Profile Analyzer
Audit photos, bio, and trust signals before you spend more time on low-converting matches.
Opener Grader
Check whether a first message, reply, or re-engagement text is actually easy to answer.
Ghosting Risk Checker
Diagnose whether a conversation is fading before you send another low-value follow-up.
Algorithm
The Ultimate Guide to Algorithmic Dating Optimization
Learn how the ELO systems and hidden Elo scores on modern dating apps rank your profile, and how to optimize your funnel for maximum visibility.
Bumble's Algorithm Decoded: What You Need to Know in 2026
Bumble's Spotlight, Boost, and BFF modes all run on a single hidden scoring engine. Here's how it works and how to rank higher without paying.
Hinge Prompts That Actually Get Dates: A 2026 Formula
Hinge's prompt system is the single highest-leverage element of your profile. These are the exact patterns that generate the most date-confirmed conversations.
AI & Automation
The Evolution of AI-Assisted Dating in 2026
An empirical analysis of how Large Language Models and autonomous agents have fundamentally altered the digital courtship landscape in 2026.
Tinder Gold vs. WingAgent: Which Actually Gets You Dates?
A direct comparison of Tinder's premium subscription model against an autonomous AI agent strategy — evaluating cost, time efficiency, and verified date rates.
The Digital Nomad Dating Playbook: How to Date in a New City Every Month
Dating as a digital nomad is operationally complex. This guide outlines the asymmetric strategy for building attraction pipelines in unfamiliar cities — rapidly.
Psychology
The Science of Ghosting: Why It Happens & How to Stop It
A data-driven breakdown of why many dating app conversations die without a reply, and the conversational frameworks that help prevent it.
Dating App Burnout: Signs, Causes, and How to Recover Fast
Dating app burnout affects over 60% of active users within 3 months of heavy usage. Here's the clinical analysis of why it happens and the evidence-based protocol to fix it.
The Neuroscience of Opening Lines: What the Brain Responds To
Using research from Behavioral Economics and NLP, we analyzed 50,000 opening messages to identify the exact linguistic patterns that trigger reciprocal interest.
The Match-to-Date Conversion Framework: Why 90% of Matches Go Nowhere
Industry data shows that 89% of matches on dating apps never result in a date. This framework diagnoses the exact conversion failures and provides the systematic fix.
Stop reading. Start executing.
Every guide above maps to a concrete tool or workflow already live in the product.