Mosaic Research
Research on AI and Relationships
Evidence-based perspectives on relationship dynamics, from AI analysis to foundational marriage research
Featured Research
The Science of Marriage Success
Gottman's marriage research in plain terms: the Four Horsemen, the 5:1 ratio, bids, and the Seven Principles, with examples of how each shows up in your texts.
6 min read
Read the articleIn emotionally intelligent marriages, a dynamic is established where negative thoughts and feelings are kept from overwhelming the positive ones.
Latest Research
54 articlesHow-To Guides
How to Export iMessage and Text History on Mac and iPhone
Apple's Messages app has no export button. Here is the complete route through the chat.db database on a Mac, the quick copy-and-paste and PDF options, and what an iPhone alone can do.
7 min read
How-To Guides
How to Export Facebook Messenger Chat History
Messenger has no export button, and most personal chats are now end-to-end encrypted. Here is how to download regular chats with Download Your Information and encrypted chats from the app.
6 min read
How-To Guides
How to Export Snapchat Chat History with My Data
Snapchat deletes messages by default, so its export only contains chats you saved. Here is how to request the My Data download, what the ZIP holds, and how to analyze it.
6 min read
Tools & Comparisons
Best AI for Relationship Advice in 2026: How to Choose
Which AI is best for relationship advice? The smarter question is how to tell good advice from confident noise. Five tools compared, a privacy-evidence-limits test, and when to see a human professional.
10 min read
Relationship Psychology
MBTI AI: How AI Detects Your Personality Type From Texts
The texting signals AI reads to infer E/I, N/S, T/F, and J/P from your messages, which axes it reads most reliably, and an honest look at MBTI's scientific validity.
8 min read
How-To Guides
How to Export Telegram Chat History (Desktop & Mobile)
Telegram Desktop can export one chat or your entire history as JSON or HTML with no message cap. Here is the per-chat method, the full-account method, and what to do on mobile.
6 min read
8 articles
Relationship Psychology
The Science of Marriage Success
Gottman's marriage research in plain terms: the Four Horsemen, the 5:1 ratio, bids, and the Seven Principles, with examples of how each shows up in your texts.
6 min read
MBTI AI: How AI Detects Your Personality Type From Texts
The texting signals AI reads to infer E/I, N/S, T/F, and J/P from your messages, which axes it reads most reliably, and an honest look at MBTI's scientific validity.
8 min read
Long-Distance Relationships: How Chat Analysis Strengthens Your Connection Across Miles
Why texting carries a long-distance relationship, what healthy LDR texting looks like in research, the warning signs, and how chat analysis helps you see both.
7 min read
When Should a Relationship Become Exclusive? Signs from Your Texts
There is no magic number of dates. Here is what surveys say about typical timelines, the seven signs both of you are ready, the text patterns that show it, and how to have the talk.
7 min read
Understanding Attachment Styles Through Digital Communication Patterns
How secure, anxious, avoidant, and disorganized attachment show up in texting: message frequency, reply timing, emotional expression, and conflict, with the research behind each.
6 min read
How Reliable Is ChatGPT's Relationship Advice?
A study of 13,138 Reddit relationship posts found ChatGPT's advice rankings barely matched human judgment and changed between runs. How to use it safely.
4 min read
Game Theory in Relationship Dynamics
A mathematical compatibility test built on Nash equilibrium, an iterated dating dilemma, and what both say about give-and-take in your text conversations.
5 min read
Privacy or Transparency? Smartphone Access in Relationships
Two large surveys on phone access between partners: most couples share it, few agree how much is right, all agree it must be mutual. How to set your boundary.
4 min read
7 articles
Texting & Communication
Passive-Aggressive Texting: 12 Signs, Examples & What AI Reveals
From "Fine." and weaponized read receipts to the loaded ellipsis and backhanded compliments: 12 signs of passive-aggressive texting, the psychology behind indirect communication, and how AI sentiment analysis detects hidden resentment.
10 min read
The Science of Healthy Texting Habits in Relationships: What Research Says
What research says about healthy texting in relationships: how often to text, how fast to reply, what makes messages helpful, and when texting starts to hurt.
8 min read
How to Improve Communication in Your Relationship Using AI Text Analysis
Ten practical, research-backed ways to improve how you and your partner communicate, and how chat analysis shows you which ones your relationship needs first.
7 min read
Does He Like Me? What Your Text Messages Actually Reveal (Science-Backed)
Five research-backed texting signs of real interest: reply consistency, emoji, questions, who texts first, and effort, read as a pattern, not one message.
7 min read
What Your Chat Messages Reveal About Your Relationship
Five patterns in your chat history track relationship health: reply time, message balance, emoji, what you talk about, and how you write. What each one means.
8 min read
Decoding Mixed Signals: What Your Confusing Text Conversations Mean
What mixed signals really mean in texting relationships: six patterns of inconsistent behavior, the psychology behind ambiguous communication, and how to respond, including objective analysis of your actual conversations.
9 min read
What Your Texting Response Time Says About You
The psychology behind texting response times and what your reply speed reveals about attachment, relationship stage, and emotional connection. Research on fast vs slow replies, read receipts, and long-distance texting.
11 min read
5 articles
Dating Red Flags
Narcissist Texting Patterns: 9 Red Flags to Watch For
Nine texting patterns linked to narcissistic traits, including love bombing, silent treatment, gaslighting, word salad, and hoovering, how to tell them from ordinary friction, and what to do if you recognize them.
8 min read
Am I Being Ghosted? 10 Text Patterns and How AI Detects Them
Ten measurable text patterns that separate ghosting from a busy week, what research says about why people ghost, and how chat analysis confirms what you already sense.
9 min read
7 Signs Someone Is Losing Interest Over Text
The seven research-backed signs someone is losing interest through texting: slower responses, shorter messages, fewer questions, generic replies, vanishing emojis, no initiation, and no future plans. Plus when you are overanalyzing.
9 min read
Toxic Relationship Text Patterns: Red Flags in Your Messages
Eight text patterns psychology research links to unhealthy relationships, with message examples: gaslighting, controlling jealousy, guilt-tripping, stonewalling, criticism, invalidation, love bombing, and boundary violations, plus what to do if you recognize them.
10 min read
Breadcrumbing in Texting: How to Tell If You're Being Led On
Eight texting patterns that signal breadcrumbing, the psychology that makes it so hard to walk away from, and five research-backed ways to respond.
8 min read
6 articles
Glossary
Double Texting: What It Really Means & When It's Okay
What double texting means, why people do it, when a second message is fine, when it signals anxious attachment, and how to tell which one you are doing.
6 min read
What Is Ghosting? Why People Ghost & How to Cope
Ghosting is cutting off all contact without explanation. The psychology behind it, the warning signs before it happens, how it differs from a slow fade, and how to cope with it.
7 min read
What Is Breadcrumbing? Signs, Examples & How to Respond
Breadcrumbing is sporadic, low-effort contact that keeps you hoping without ever committing. Here are the five signs, why intermittent attention is so hard to walk away from, and what to do about it.
5 min read
What Is Love Bombing? Red Flags in Texts & How AI Detects It
Love bombing is overwhelming affection used to create dependency and control. Here are the six text-message red flags, the idealization-devaluation cycle behind it, and how to protect yourself.
6 min read
What Is Dry Texting? Meaning, Examples & Whether It's a Red Flag
Dry texting is answering with one-word, low-effort replies that leave you carrying the conversation. Here are the examples, the five reasons people do it, and how to tell disinterest from stress or style.
6 min read
What Is a Situationship? Signs, Psychology & How to Get Clarity
More than friends, less than partners, and no word for it. Here is what a situationship is, the seven signs you are in one, what the research says about how it feels, and how to get the clarity you want.
6 min read
8 articles
How-To Guides
How to Export iMessage and Text History on Mac and iPhone
Apple's Messages app has no export button. Here is the complete route through the chat.db database on a Mac, the quick copy-and-paste and PDF options, and what an iPhone alone can do.
7 min read
How to Export Facebook Messenger Chat History
Messenger has no export button, and most personal chats are now end-to-end encrypted. Here is how to download regular chats with Download Your Information and encrypted chats from the app.
6 min read
How to Export Snapchat Chat History with My Data
Snapchat deletes messages by default, so its export only contains chats you saved. Here is how to request the My Data download, what the ZIP holds, and how to analyze it.
6 min read
How to Export Telegram Chat History (Desktop & Mobile)
Telegram Desktop can export one chat or your entire history as JSON or HTML with no message cap. Here is the per-chat method, the full-account method, and what to do on mobile.
6 min read
How to Export a WhatsApp Chat on Android and iPhone
WhatsApp's Export Chat button saves any conversation as a .txt file in a few taps. Here is where it lives on Android and iPhone, why Without Media matters, and how to analyze the result.
6 min read
How to Export Instagram DMs and Chat History
Instagram has no per-chat export, but Accounts Center will package every DM into a file. Here is the request flow, the settings that matter, and where each conversation ends up.
5 min read
Chat Analysis: The Ultimate Guide to What Your Conversations Reveal
What chat analysis measures (sentiment, timing, language, emoji), what each layer reveals about a relationship, what research supports, and where it stops.
8 min read
The Complete Guide to Chat Analysis: Step by Step
A five-step method for analyzing your chats: choose the conversation, export it from any platform, pick a tool, read the results in order, and keep it private.
6 min read
16 articles
AI & Research
The State of Digital Intimacy (2026): What Chat Data Reveals About Modern Relationships
A data report synthesizing peer-reviewed research on messaging frequency, response-time psychology, sentiment patterns, platform usage, and AI relationship tools. What the science says about digital communication in modern relationships.
10 min read
AI vs Human Relationship Coach: Which Is Better for You?
AI relationship coaches versus human therapists compared on cost, availability, privacy, objectivity, and crisis handling, with a simple framework for choosing.
6 min read
How AI Analyzes Relationship Patterns in Your Chat Messages
How NLP, emotion detection, BERT-based personality models, and response-time research turn your messages into relationship insight, with the studies behind each technique.
7 min read
Personality Analysis from Text: How AI Reads Your Character From Chat Messages
How AI personality analysis reads Big Five traits and MBTI preferences from your messages, what the research says about its accuracy, and concrete examples of what your chat style reveals.
10 min read
How AI Can Analyze Your Chat Conversations to Improve Your Relationships
What AI can actually measure in a chat export: sentiment over time, response times, who initiates, personality signals, and how to use the results with your partner instead of against them.
6 min read
The Science Behind AI-Powered Compatibility Matching
How AI turns conversations into compatibility predictions: vector embeddings, personality inference from language, the matching pipeline, and the parts of attraction no algorithm can score.
6 min read
How AI Is Transforming Modern Relationships and Dating
From matchmaking to AI counseling and companions: what the research says about how AI is changing dating and relationships, and the privacy and bias risks that come with it.
6 min read
AI Dating Fatigue: Fighting Algorithm Burnout
26% of singles now use AI for dating, and burnout is rising at the same time. What the Match/Kinsey data and academic burnout research show, and what singles actually want.
5 min read
Therabot: What the First AI Therapy Trial Means for Couples
Therabot cut depression symptoms 51% in the first randomized trial of an AI therapy chatbot. Stanford found the same class of tools can miss a crisis. What couples should take from both.
6 min read
Digital Grief and AI Memorials
How social media, message archives and griefbots are changing mourning, what the research recommends, and what to do with a loved one's chats after they die.
5 min read
AI in the Therapy Room
What AI can realistically add to couples counseling: showing partners their own texting patterns between sessions, and where it should stay out.
5 min read
Bias in the Code
How bias gets into dating apps, AI advice and chat analyzers, what fairness research says about fixing it, and five questions to ask any relationship AI.
5 min read
The Empathetic Algorithm
AI chatbots reduce depression and distress in trials but cannot feel empathy. When the research says they help, when they don't, and how to use one well.
5 min read
Can AI Predict Romantic Attraction?
ChatGPT predicted mutual attraction from 964 speed-date transcripts about as well as human judges. What it found, and what it means for reading your own texts.
4 min read
Should AI Help With Breakups?
An interview study asked 21 people how AI could help with breakups. What they wanted, what worried them, and how to use AI without outsourcing the goodbye.
5 min read
Bayesian Networks Reveal Relationship Dynamics
A Bayesian network fitted to attachment-survey answers found two root behaviours and five clusters. What that means for the patterns in your own texts.
4 min read
4 articles
Tools & Comparisons
Best AI for Relationship Advice in 2026: How to Choose
Which AI is best for relationship advice? The smarter question is how to tell good advice from confident noise. Five tools compared, a privacy-evidence-limits test, and when to see a human professional.
10 min read
Crushh App Is Gone: Here's the Best Alternative
Crushh left the Play Store in 2019. What it did, why it disappeared, and how MosaicChats answers the same question with sentiment, personality and an AI assistant.
5 min read
8 Essential Chat Analysis Features (And How MosaicChats Covers Them)
The eight features that separate a real chat analysis tool from a message counter: sentiment timeline, personality, engagement stats, compatibility, and more.
6 min read
Best Chat Analysis Tools in 2026: Comparison and Reviews
Eight chat analysis tools compared on what they measure, which platforms they read, where your data goes, and what they cost, from fun WhatsApp stats to AI relationship insight.
6 min read