Technique
Dating Profile Farming
Also known as: Catfishing, Romance Baiting
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
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
Seen in the wild
Where we’ve seen it
Commonly targets
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