pig butchering / long-con investment scam — methodology
pig butchering is a long-con — not a single phishing email, not a hack. evidence spans dating-app history, months of chat grooming, fake platform screenshots, and an on-chain deposit graph — ethereum tx decode, flow visualization, and mixer detection on the way out. the victim is not stupid; they were targeted by a professionalized operation.
what evidence exists and how fast it dies
| artifact | volatility | time to loss |
|---|---|---|
| WhatsApp chat export / ChatStorage.sqlite | persistent on device | gone after uninstall or remote wipe |
| on-chain transactions | immutable | never — but mixer breaks trace |
| fake platform website | ephemeral | often offline within weeks of realization |
| victim screenshots | only if saved | most victims do not export camera roll |
| bank / wire records | persistent | 90+ days at most institutions |
the first 10 minutes
- do not confront the scammer — they will vanish and wipe chat.
- export WhatsApp chat with timestamps (iOS: Export Chat → Without Media).
- photograph every screen of the fake platform before it goes down.
- save every deposit wallet address and transaction hash.
- list every dollar/crypto amount moved, chronologically.
- identify all borrowed capital (family loans, HELOC) — highest-stakes conversation.
- begin on-chain analysis from victim wallet on a block explorer.
- file FBI IC3 with all evidence attached.
- get a local police case number (needed for bank disputes).
- begin the path below — all locally, no upload.
the path
1. ios dating app artifact forensic extractor
export Hinge/Bumble/Tinder sqlite or plist from device backup. surfaces match date, pre-move-off messages, We Met confirmations.why first: the con starts on the dating app — document the origin before the scammer moves you to WhatsApp.
2. ios whatsapp artifact forensic extractor
ChatStorage.sqlite from iOS backup. reconstruct grooming timeline, TaiKun link introduction, tax-hold pressure messages.why second: months of daily chat is the core evidence — export before uninstall.
3. ios screenshot burst forensic analyzer
photos.sqlite from backup — burst sessions of platform dashboard screenshots (balance, withdrawal errors).why third: victims screenshot the fake platform obsessively — bursts correlate with deposit events.
4. ethereum tx decoder
raw signed tx hex or wallet export rows. decode victim → scam-pool deposits.why fourth: on-chain deposits are immutable proof of money movement.
5. crypto tx graph
edge list from deposit addresses through scam pool to mixer sink.why fifth: visualize downstream flow for IC3 / exchange subpoena targets.
6. crypto mixer pattern detector
BTC trace csv if secondary rails involved — CoinJoin / known mixer inputs.why sixth: many pig-butchering ops launder through mixers within 48h of victim deposit.
7. bitcoin tx decoder
tax-hold wire or secondary BTC payment hex — decode outputs for handoff.why seventh: the final 'tax compliance' payment is often a separate rail from the main USDT deposits.
8. crypto wallet classifier
MetaMask / exchange export csv — classify victim and scam addresses by chain and format.why last: clean address inventory for law enforcement and exchange abuse reports.
common false leads
- he sent a video so he is real — videos are pulled from social media or deepfaked.
- I withdrew once so the platform is legit — small test withdrawals are a trust-building feature.
- Tornado Cash means we cannot trace — true after the mixer, false before the on-ramp.
- the tax hold is real — no legitimate platform asks you to wire more to release a withdrawal.
what we can tell you, what we can't
we can tell you:
- full conversation timeline matching known pig-butchering scripts
- on-chain graph from victim wallet through scam pool toward mixers
- deposit-side exchange clustering (sometimes)
- screenshot burst patterns tied to platform interaction
we can't tell you:
- recover funds — extremely unlikely after mixer
- identify the individual operator — often scripted workers in forced-labor compounds
- guarantee prosecution — jurisdiction is the obstacle
handing it off
- FBI IC3 (US): chat exports, wallet addresses, tx hashes, platform screenshots, timeline.
- local police: case number for bank / credit disputes.
- chain tracing partners: Chainalysis / TRM / Elliptic if you have access via counsel or exchange.
reference investigation
synthetic fixture miranda-pig-butchering — Hinge → WhatsApp grooming → TaiKun Capital fake exchange → $148k drained, seed miranda-pig-butchering:v1. compare via npm run check:flagship (40/40 fleet · 8 for this scenario).
proof page: /forensics/proof/miranda-pig-butchering · case playbook: case type tools