← Lab Notes · psyoptin.com

Romance scams by the numbers, and the script under the numbers

August 1, 2026 · Psy-Opt-In Research Desk

The Federal Trade Commission's consumer database logged $1.14 billion in reported romance-scam losses for 2023 — the highest per-victim losses of any fraud category the agency tracks, with a median around $2,000. Two qualifiers make the real picture worse. The FTC's own research concludes that the large majority of fraud goes unreported, and romance scams carry an extra reporting suppressor no other category has: shame. People report a fake invoice. They bury a fake fiancé.

The script is standardized

Law enforcement and researchers who study these operations — many now run at industrial scale out of compounds in Southeast Asia, with trafficked workers reading scripts — describe the same pipeline case after case:

  1. Saturation opening. Constant attention from day one: good-morning texts, future-planning by week two. The literature calls the civilian version love bombing; on the reinforcement-schedule reading, this installs the reward at full intensity so its later withdrawal steers.
  2. The platform hop. Off the dating app and onto an encrypted messaging app fast — dating platforms scan for scam language and ban accounts; the messenger doesn't.
  3. The excuse lattice. Video calls fail, meetings get cancelled — the rig, the deployment, the time zone. Each excuse is small and plausible; only the sum is a pattern.
  4. Isolation from advisers. "Let's keep us private for now." Anyone likely to say "this is a scam" gets framed as jealous or controlling — note the overlap with row 1 of Biderman's chart.
  5. The crisis and the ask. Medical emergency, customs fees, a frozen account — or, in the "pig butchering" variant, no crisis at all: just a friendly tip about a crypto platform where their "uncle" makes real money, with fake dashboards showing your deposits growing.

Every stage is a pattern with a name, and the names are the defense. Trained recognition doesn't need to out-think the scripter; it needs to fire once — at the platform hop, at the excuse lattice, at "keep us private" — early enough that no bond has set. After stage 1 succeeds, you're no longer arguing with a stranger's message; you're arguing with your own attachment, and the win rate drops.

What actually protects people

The advice that works is unglamorous and it's the same short list the FTC and AARP publish: reverse-image-search the photos; never send money or crypto to someone you haven't met in person, with no exceptions for emergencies; and say the situation out loud to one friend — scripts that survive private reading rarely survive being spoken. Nobody legitimate objects to that sentence. Objection to it is diagnostic.

The rehearsal version: Companion mode runs the saturation opening and the excuse lattice on you in compressed time, with consent, and names each stage as it fires. The three-minute test includes one message from stage 4 — see if you catch it cold.

Sources