• Overview
    • Scam Map
    • Kill Chain
Recents

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Technique

Dating Profile Farming

Also known as: Catfishing, Romance Baiting

TARGETING

Creating fake profiles on dating platforms to identify and engage potential romance scam victims. Scammers construct fraudulent identities using stolen photographs, AI-generated images, and fabricated personal details (often claiming military service, overseas engineering work, or missionary roles).…

Common attack flows

How it fits in a scam

This technique shows up duringTARGETING

Before

  • Social Media ReconnaissanceTARGETING

After

  • Pig ButcheringEXPLOITATION

Defense

How to defend against this

How to spot it

  • Profile photos appear overly polished
  • AI-generated
  • or reverse-image-search reveals use elsewhere online
  • Rapid declarations of love or intense emotional escalation within days of matching (love bombing)
  • Consistent refusal to video call or meet in person
  • citing military deployment
  • overseas work
  • or personal tragedy
  • Pressure to move conversation off-platform to WhatsApp
  • Telegram
  • or email
  • Profile claims high-status occupation (military
  • engineer
  • doctor) but minimal verifiable digital footprint
  • Generic or templated opening messages; identical phrasing seen across multiple conversations
  • Unusually broad age preferences or demographic targeting that doesn't match stated profile details
  • Grammatical inconsistencies or pronoun confusion despite claimed native English fluency
  • Recently created social media accounts with few friends
  • posts
  • or interaction history

Tools you can use

  • Social Media Privacy SettingsCost low · Effect high

Steps you can take

  • Reverse Image Search VerificationCost low · Effect high
  • Video Verification Before Personal InfoCost low · Effect high
  • Minimal Public ProfileCost low · Effect medium

Seen in the wild

Where we’ve seen it

Campaigns

  • Pig ButcheringPrevalence high · Avg loss $250,000

Commonly targets

  • Online Dater

Further reading

  • Bitdefender

    Guide to spotting fake dating profiles; reports 52% of dating site users have encountered suspected scam profiles

  • Besedo

    Platform-side detection methods for fake profiles; details organized networks sharing scripts and optimized messaging templates

  • AARP

    Catfishing techniques including stolen photos, AI-generated images, and fabricated identities; Meta removed 1.4B fake accounts Q4 2024

  • ICE HSI

    Federal guidance on romance scam profile tactics including AI-generated photos and off-platform conversation migration

  • Recorded Future News

    Analysis of LoveGPT tool that automates fake dating profile creation across 12+ platforms using ChatGPT for messaging

  • Security.org

    Overview of organized romance scam crime rings operating from Nigeria, Ghana, Philippines with systematic fake profile creation

  • ACCC (Australian Competition & Consumer Commission)

    Official government media release defining romance baiting as scammers meeting people on dating apps then moving to encrypted chat; reports 400+ reports and $15.2M in losses

Related techniques

Same stage

  • Data Breach Harvesting
  • Social Media Reconnaissance
  • Data Brokers
  • Ad Network Tracking
  • ISP Data Harvesting

Similar defense

  • Doxing
  • Swatting
  • Sextortion
  • Rental Scam
  • Off-Platform Luring
  • +2 more