{"success":true,"data":{"id":"llm-personalized-romance-pig-butchering-followup","label":"LLM-personalized romance pig-butchering follow-up — LLM-generated email from a freemail sender using hyper-personalized romantic framing and an investment-pivot \"uncle/mentor\" narrative. Group-IB 2026; FBI IC3 PSA 2025 ($5.8B); Stanford IO Mar 2026.","description":"Email follow-ups from pig-butchering operations that use LLM-generated content demonstrating hyper-personalization: referencing the victim's name, city, professional background, or specific interests harvested from public social profiles. The email continues a romantic relationship established on a dating app (Hinge, Bumble, Tinder) and introduces an investment opportunity (\"my uncle who works in crypto\"). This is distinct from existing pig-butchering signals that detect the investment platform CTA phase — this signal detects the earlier relationship-building email with investment pivot. Group-IB's 2026 Financial Crime Report documents widespread LLM adoption by pig-butchering syndicates for generating individualized follow-up emails; Stanford Internet Observatory (March 2026) published detailed analysis of the OSINT-personalization pipeline.","tier":"warning","category":"scam","isThin":false}}