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The signals we look for.

Dating Lens uses a five-color traffic light. Each color is a suggested action, not a judgment about a person.
Green — Continue
Yellow — Proceed slowly
Orange — Set a boundary
Red — Disengage
Black — Prioritize safety

Communication signals

Boundary Pressure

Attempts to move faster than trust has been established.

  • Pushing for a phone number too early
  • Moving off-app immediately
  • Pressure to meet quickly
Directive Language

Language that tells you what to do, how to act, or how to qualify.

  • 'You need to be...'
  • 'Do not message me unless...'
  • 'Send me your number'
Conditional Respect

Kindness or decency framed as something you must earn.

  • 'Respect me and I will respect you'
  • 'Treat me right and I will treat you right'
Entitlement Signals

Assumptions that you owe attention, access, emotional labor, or responsiveness.

  • 'Where did you go?'
  • 'Guess you are too busy for me'
Care Labor Seeking

Expectation that you will fix, soothe, motivate, or rehabilitate them.

  • 'Looking for someone to make me better'
  • 'I need a woman who brings me peace'
Sexual Escalation

Sexualization that is early, abrupt, unrelated, or boundary-testing.

  • Comments about your body
  • Asking for photos
  • Turning normal topics sexual
Self-Mythologizing

Grandiose, exceptionalist, 'not like other people' self-presentation.

  • 'I am one of a kind'
  • 'Most people cannot handle me'
Resume Romance

Profiles that read like a personal brand deck or sales pitch.

  • Long lists of achievements
  • Marketing-style language
Scarcity / Access Framing

Time and attention framed as a prize.

  • 'I am busy but will make time for the right person'
  • 'Can you keep up?'
Emotional Volatility Clues

Hints of drama or instability framed as personality.

  • 'I am a lot'
  • 'Handle me at my worst'
Negativity Load

Profiles dominated by complaints, warnings, or hostile exclusions.

  • 'No drama'
  • 'No liars'
  • 'All my exes were crazy'
Pseudo-Spiritual Control

Spiritual or healing language used to prescribe behavior.

  • 'Be soft'
  • 'Bring me peace'
  • 'High vibration only'
Ideological Threat Markers

Militarized, conspiratorial, extremist, or domination-oriented language.

  • 'Defend what is mine'
  • Weapons obsession
  • Violent metaphors
Authenticity Gap

Language that feels generic, AI-like, over-polished, or cliche-heavy.

  • Vague claims with no lived examples
  • Interchangeable phrases
Reciprocity Deficit

Talks only about themselves without curiosity about you.

  • Long lists of demands
  • Little evidence of mutuality
Accountability Avoidance

Blame-shifting, victim-only narratives, refusal to own behavior.

  • 'People always misunderstand me'
  • 'I just tell it like it is'
Microaggression / Bias Markers

Disrespectful language around race, gender, age, body, disability, or class.

  • Body-shaming
  • Ageist or racialized exclusions
Manipulative Ambiguity

Vague or deniable language that pressures while allowing plausible denial.

  • 'You know what I mean'
  • 'Just joking... unless?'
Boundary Repair Quality

What happens after you say no, slow down, or set a limit.

  • Respectful repair lowers risk
  • Guilt-tripping raises risk
Conversational Labor Imbalance

One person doing all the questions, restarts, or emotional work.

  • Only one person asks questions
  • Only one person restarts the thread
Tone and Sentiment Tracking

Warmth, hostility, sarcasm, contempt, impatience, or escalation across time.

  • Tone shift after a boundary
  • Rising impatience
Power Dynamics

Language establishing hierarchy, control, ownership, or superiority.

  • 'I will teach you'
  • 'I need someone submissive'
Safety-Critical Signals

Threats, stalking, coercion, blackmail, refusal to accept no, requests for money or images.

  • Threats or intimidation
  • Pressure to meet privately
  • Requests for money
Effort Signal

Blank profiles, 'just ask,' 'I'll fill this in later,' very short bios, empty prompts, or obvious minimum effort.

  • 'Just ask'
  • Empty prompts
  • One-line bios
Intent Clarity

Ambiguous or contradictory intent about what they are looking for.

  • 'Just seeing what's out there'
  • 'Long-term, open to casual'
  • Both casual and serious selected
Cliche Density

Overused stock phrases that reveal little about the person.

  • 'Partner in crime'
  • 'Ride or die'
  • 'Open book'
  • 'Living life to the fullest'
Profile Completeness / Conversational Hooks

Whether the profile gives concrete material to start a conversation.

  • 'Ask me anything' as the whole bio
  • No mentioned interests
Specificity & Lived Detail

Concrete lived examples versus vague labels.

  • 'Highway 1 to Santa Cruz with The Cure' vs 'long drives'
  • 'Ambitious weeknight cooking' vs 'foodie'
Writing Care / Presentation Quality

Spelling, grammar, punctuation, capitalization, typos, text-speak, sloppy formatting.

  • All lowercase, no punctuation
  • Repeated typos
  • Text-speak abbreviations
Coded Sexual Language

Indirect sexual hints, innuendo, or suggestive framing.

  • 'Cuddle'
  • 'Physical touch is my love language'
  • 'Open-minded'
  • Suggestive emojis
Relationship-Status Integrity

Unclear divorce/separation status, fake-feeling names, age fudging, missing location or intent.

  • 'Recently separated'
  • No location
  • No relationship status
Negative Targeting

Lists of what the person does NOT want; grievance-heavy exclusions.

  • 'No drama'
  • 'No scammers'
  • 'No single moms'
Gender Resentment / Manosphere Leakage

Hierarchy, resentment, or adversarial gender framing.

  • 'High value'
  • 'King looking for queen'
  • 'What do you bring to the table'
  • 'Females'
Emotional Availability Signal

Warmth, vulnerability, kindness, humor, openness, and relational readiness.

  • Openly names what they care about
  • Invites rather than evaluates
Conversation Initiation Quality

Whether openers reference the recipient's profile vs generic copy-paste.

  • 'Hi beautiful'
  • 'How's your day'
  • 'I saw you love karaoke — what song gets you to the mic?'
Question Reciprocity

Whether each side asks meaningful questions and returns conversational energy.

  • Two-word answers
  • No return questions
  • One-sided interviewing
Follow-Through Reliability

Inconsistent starts, ghosty behavior, asking to chat and disappearing.

  • Gaps of days after 'let's talk soon'
  • Repeated no-shows
Photo/Profile Congruence

Contradictions between the written profile and photos.

  • 'Non-smoker' with cigarette in photo
  • No face photo despite 'open book'
Visual Safety Signals

Image choices that raise safety, judgment, or credibility questions.

  • Kids' faces shown
  • Guns / dead animals
  • Bathroom mirror only
  • Hats & sunglasses in every photo
Lifestyle Compatibility Clarity

Clear signals around hobbies, values, politics, religion, substances, activity level.

  • Names hunting, gym life, activism, travel
  • Explicit substance preferences
Over-Optimization / Insincerity

AI-sounding text, trying too hard, generic polished 'profile consultant' energy.

  • Perfectly balanced tricolons
  • Generic 'best self' phrasing
Adulting / Maturity Signal

Cues around responsibility vs man-child / chaos framing.

  • 'Must not take life too seriously'
  • 'I'm a lot'
  • 'Need someone to handle me'
Openness Without Vagueness

Healthy flexibility versus 'open to anything / whatever happens'.

  • 'Open to anything'
  • 'I'll take what I can get'
Attraction Framing

Prescriptive physical/aesthetic demands or partner-as-role casting.

  • 'Fit and sexy only'
  • Dress-code preferences
  • Body-type demands
Safety & Privacy Awareness

Early requests for personal info, address pressure, security-question-style prompts, unsafe disclosure.

  • Asks for full name / employer early
  • Pushes for home address
Warmth vs Transactional Tone

Playful/heartfelt/human versus cold, job-listing, checklist-based tone.

  • Reads like a job posting
  • Checklist of requirements with no self-disclosure
Authentic Weirdness / Personality Signal

Real quirks, humor, passions, and specificity versus bland copy-paste presentation.

  • Names a niche obsession
  • Uses their own voice, not templated phrases