THE DECODE · SALES × SCAMS · PART 2July 4, 202610 min read

Before they take a cent, they make you like them.

I sell for a living, so let me tell you the least comfortable thing I know about my own profession: warmth is a skill. It can be trained, scripted, scheduled, and assigned a quota. In part one I walked the scam pipeline end to end. This is the stage nobody wants to believe is a stage — the part where they were so nice, so attentive, so unmistakably real. It was manufactured. Here is the build, beat by beat.

$1.14B
reported lost to romance scams in one year (FTC, 2023)
$2,000
median loss — the highest of any imposter scam (FTC)
$672M
confidence-romance losses in 17,910 FBI IC3 complaints (2024)
32,000
victims of two scripted call-center networks in OCCRP's Scam Empire leak
The short answer

Scammers are nice because likability is the first stage of the sale — a trained technique, not a personality. The build runs on documented moves: mirroring your interests and phrasing, manufactured similarity, daily attention that reads as devotion but runs on a shift schedule, then a quiet shift to private channels and secrecy that removes anyone who might warn you. Cambridge researchers Stajano and Wilson list kindness among the seven principles every scam exploits; the FTC counted $1.14 billion in romance-scam losses in a single year, median $2,000 — the highest of any imposter scam. The tell: warmth that moves faster than trust should, and keeps bending toward money. The counter: real affection survives a 48-hour pause. A pipeline can't afford one.

"People are fundamentally nice and willing to help. Hustlers shamelessly take advantage of it."

— Frank Stajano & Paul Wilson, "Understanding Scam Victims," University of Cambridge / Communications of the ACM. They call it the Kindness Principle — one of seven principles they found under every scam they studied. Note what it indicts: not your intelligence. Your decency.

Start with the comfortable lie, because the comfortable lie is doing real damage: "romance scams happen to lonely, gullible people." The University of Exeter psychologists who studied scam victims for the UK's Office of Fair Trading concluded the opposite — calling victims greedy or gullible is lazy and wrong, everyone is vulnerable to the right approach, and people confident in their own judgment are often easier to take, because confidence skips checks. Maria Konnikova, who wrote the book on confidence games, found the same thing: marks are routinely smart and sophisticated. The lie survives because it flatters everyone who hasn't been hit yet. And every time it gets repeated, another victim decides not to report, not to tell their family, not to warn anyone — which is precisely why the FTC's 64,003 romance-scam reports in a single year are a floor, not a count.

So drop the lie and ask the professional's question instead: if it isn't stupidity on the victim's side, what is it on the operator's side? It's craft. Anthony Pratkanis — the social psychologist who spent years studying fraud tapes for AARP and testified before the US Senate — concluded that con artists deploy the same influence science you'd find in a marketing textbook. Robert Cialdini catalogued the lever this piece is about more than forty years ago: liking. We say yes to people we like, and we like people who are similar to us, who compliment us, who cooperate with us. Every element on that list can be manufactured. Sales floors train it honestly — to open a real conversation about a real product. Scam floors train it as the product.

What follows is not one victim's story. It is the standard build — assembled from what the FTC's report data, the Exeter study, and the leaked training scripts in OCCRP's Scam Empire investigation all independently describe — and I'm going to run it on you, in second person, because watching it from inside is the only way to feel how little any of it depends on you being foolish.

Day 1THE BUILD

The probe that sells nothing

A message arrives. Maybe it's a wrong-number text — "Hi, is this Anna? We're still on for Thursday?" Maybe it's a match on an app who seems oddly unhurried. Nothing is sold. Nothing is asked. That is the move. In OCCRP's leaked call-center scripts, new agents opening on a fresh lead are ordered flatly: "Do not ask if they are busy, if they have time to talk, if they remember signing up etc." — never offer an exit, never surface a doubt. The consumer version is softer but identical in function: the first touch exists only to earn a reply, because a reply is what separates a dead number from a live one. In part one I showed how lists are bought and scored; OCCRP found leads changing hands for hundreds of dollars each. Someone paid for the right to be this pleasant to you.

The first message sells nothing. That is exactly what makes it work.

Week 1THE BUILD

The mirror

They like what you like. Not approximately — precisely. You mention sailing; their late father sailed. You're a nurse; they donate to hospitals, they could never do what you do, they're in awe of people who can. You type in short dry sentences; within days, so do they. Salespeople call this mirroring and matching, and we drill it deliberately: reflect the prospect's pace, vocabulary, and values, because Cialdini's liking research says similarity is the fastest road to yes. Done honestly, it's how a stranger builds a working relationship in one call. Done dishonestly, it's a stranger assembling a custom-fit version of themselves from everything you volunteer. Here's the detail that should reorganize your memory of every "amazing connection" story you've heard: you supplied all the material. They just played it back with a bow on it.

Mirroring isn't chemistry. It's a drill.

Weeks 2–3THE BUILD

The rotation

Now the attention becomes infrastructure. Good morning, every morning. Goodnight, every night. They remember the presentation you were dreading and ask how it went. It reads as devotion, and your brain is right to read it that way — no one in your life is this consistent. But consistency at this volume isn't a feeling; it's a workflow. The Scam Empire leak shows what sits behind the curtain: client files, CRM notes, agents working queues of prospects with scripted touchpoints, teams organized by function — some to open relationships, others brought in to deepen and retain them. The person who "can't stop thinking about you" may be thinking about you in a spreadsheet row between two other spreadsheet rows. The affection on your side is real. That's not the flaw in the scam. It's the mechanism.

You are not in a relationship. You are in a rotation.

Week 4THE BUILD

The velvet rope

Two small requests arrive, so gently you barely register them as requests. First: "let's move to WhatsApp — I'm never on this app." Off the platform, the dating app's safety tooling — the fraud detection, the reporting flow, the warnings — goes dark; every platform's own safety page quietly assumes you're still on the platform. Second: "let's keep us just ours for a while — people judge." It lands as intimacy. Read it as a salesman reads it: decision-makers are being removed from the deal. On a sales floor, the prospect's "let me ask my wife" is the objection you plan for in advance. In the build, the friend who would say "this smells wrong" is engineered out a month before there's anything to smell. The person most likely to break a scam is never the victim — it's the friend who was allowed to watch. So no one is allowed to watch.

Privacy a stranger asks for isn't intimacy. It's soundproofing.

Week 6THE BUILD

The future

Now come the plans. The visit they keep almost booking. The house you'd live in, the restaurant they'll take you to, sometimes — faster than any real courtship would dare — the word love. Front-loaded affection at this volume has a name, love bombing, and a function: it moves the relationship past the checking stage before checking occurs to you. Sunk cost does the rest; six weeks of daily intimacy is an investment your own mind will defend. The industry's internal name for this phase is the ugliest and most honest thing in this piece — in pig-butchering operations it's called fattening the pig. Sit with that term. The warmth phase has a budget line. The tenderness is capital expenditure, and capital demands a return.

They named the affection phase after livestock. Believe them.

The turnTHE BUILD

Money enters sideways

Here is the part almost everyone gets wrong in advance: the money question, when it finally comes, will not sound like a request. It arrives sideways. An opportunity you're generously shown, not offered — the trading platform their uncle runs, the screenshot of their own gains, "I'm not asking you to do anything, I just hate that you're working so hard." Or a crisis you can help with — the customs fee, the frozen account, the medical bill — always with reluctance, always "I've never asked anyone for this." Often the first amount is small, and sometimes early "returns" even come back: reciprocity bait, the free sample. By now every objection you could raise has a rehearsed answer — that's the objection graveyard from part one — but notice that the build was designed so you wouldn't want to raise them. The FTC's numbers say the median romance-scam victim hands over $2,000 — the highest median of any imposter scam — and it's the highest precisely because nothing was stolen. It was given, to the nicest person you never met.

The tell — and the testWarmth that moves faster than trust should — and keeps bending toward money — is a technique, not a feeling. Genuine relationships wander; manufactured ones have a gradient, and the gradient always points at your savings. The direction of the bend is the tell. The pause is the test.

The pause test — and four other moves the build can't survive

You cannot out-feel a manufactured feeling, and you shouldn't try — your warmth is the healthy part of this story. What you can do is test the other side's warmth, because manufactured affection has operating constraints a real person doesn't have. Five moves:

01Run the pause test. Go quiet for 48 hours, without explanation. Real affection survives a pause — a person gets concerned, maybe worried. A pipeline cannot afford one: it escalates, guilt-trips, or suddenly produces a crisis. What the warmth does with your silence tells you what the warmth is.
02Watch the bend. Count how many conversations, however tenderly, drift toward the same subjects: money, investments, crypto, an emergency, a plan that needs funding. Genuine relationships wander. Manufactured ones have a gradient, and the gradient always points at your savings.
03Name the move out loud. "I'm being mirrored." "This is love bombing." "That was a secrecy ask." A named technique loses most of its power, because the whole build depends on you experiencing it as chemistry rather than choreography.
04Keep one person in the loop. Tell one friend or family member about the relationship, early, and keep them updated. Every documented build includes an isolation move — 'let's keep this between us' — because the person most likely to break a scam is never the victim. It's the friend who was allowed to watch.
05Verify the person, not the feeling. Reverse-image-search the photos. Ask for a spontaneous video call and treat every refusal-with-excuse as data. Never move to a private channel or send money, crypto, codes, or documents to someone you have not verified — and run our free romance scam checker if anything scores wrong.
Why the pause test works, in one sentence: a person who loves you can wait two days; an agent with a quota, a client file, and a conversion target cannot — silence is the one input the script has no rebuttal for.
From the field. The cruelest thing about this scam is what it weaponizes. Not greed — the Exeter study buried that excuse years ago. It weaponizes the best things a person can bring to a stranger: attention, openness, the willingness to be kind first, what Cambridge calls the kindness principle. Which means the people who get hit hardest are frequently the warmest people in the room — and then the world calls them fools, and the shame does more lasting damage than the money. Aim your anger correctly. Not at the person who answered kindness with kindness. At the industry that runs kindness through a CRM, prices leads by the head, and names its affection phase after livestock. If that's you right now — money gone, world calling you a fool — you didn't fall for a stranger. You responded to six weeks of professionally manufactured attention, exactly as 64,003 other people did last year. Report it, tell one person today, and watch for the recovery scam — because the industry sells to its own victims twice.

Something about an online relationship feels off? Score it against the documented flags.

Our free checker walks the eleven red flags from FTC and FBI casework — including the ones this piece decoded — in about two minutes. No signup, nothing stored.

Run the romance scam checker →Money already sent — triage

One closing thought from the sales floor. In a legitimate sale, the rapport is the wrapping and the product is real. In this one, the rapport is the product — the likability is the only genuine thing on the menu, built to specification, from your own materials. So keep your kindness. It was never the flaw. Just remember that the nicest voice in your phone can have a conversion rate — and that anything real in it will still be there after a 48-hour pause.

Common questions about scammers and manufactured trust

Why are scammers so nice and friendly?

Because niceness is the first stage of the sale, not a personality trait. Professional persuasion research — Robert Cialdini's liking principle, and the Cambridge study by Stajano and Wilson that lists 'kindness' among the seven principles every scam exploits — shows that people say yes to people they like, and that likability can be manufactured: mirroring your interests, matching your pace, remembering the small things you said. Scam operations train this the way sales floors train it. The warmth you feel is real as a sensation; what's manufactured is everything producing it. A useful reframe: a scammer's kindness has a conversion rate.

How do scammers make you trust them so fast?

By running trust-building as a technique rather than waiting for it to grow: mirroring (reflecting your hobbies, your humor, your phrasing back at you), consistency (the good-morning text every day, which reads as devotion but runs on a shift schedule), manufactured similarity ('my mother had the same illness,' 'I'm also widowed'), and small early acts of care that trigger the human instinct to reciprocate. Each move is documented in leaked call-center training material reported by OCCRP's Scam Empire investigation — scripts, client files, and rebuttal libraries. The speed is the tell: warmth that moves faster than trust naturally forms is being produced, not felt.

What is love bombing in a romance scam?

Love bombing is front-loaded affection at a volume no genuine stranger produces: constant messages, rapid declarations ('I've never felt this way'), talk of a shared future within days or weeks. In a scam it has a precise job — to move the relationship past the checking stage before you think to check. It usually arrives with two companion moves: the shift to a private channel like WhatsApp or Telegram (where a dating app's safety tools stop working), and early requests for secrecy ('let's keep us just ours for now'), which quietly removes the people who might warn you. Affection that demands privacy and speed from a stranger is staging, not feeling.

How long do scammers build rapport before asking for money?

Weeks to months — and the length is a budget decision, not a courtship. The FTC logged $1.14 billion in reported romance-scam losses in a single year, with a median loss of $2,000 — the highest of any imposter scam — numbers that only work economically because the build produces large, willing transfers rather than small stolen ones. The pig-butchering industry's own name for the process — 'fattening the pig' — says it plainly: the warmth phase is an investment that must be recovered. The money question rarely arrives as a request; it arrives sideways, as an opportunity you're generously shown or a crisis you can help with.

Do romance scams only happen to lonely or gullible people?

No — and the research is blunt about it. The University of Exeter study commissioned by the UK's Office of Fair Trading found that calling victims greedy or gullible is simply wrong: everyone is vulnerable to the right approach, and people with experience in a field often overestimate their own judgment, which makes them easier marks, not harder ones. Maria Konnikova's work on confidence games reaches the same verdict — marks are routinely smart and sophisticated. The FTC counted 64,003 romance-scam reports in one year; those are only the people who overcame the shame to report. The lie that 'only lonely people fall for this' is what keeps the crime hidden.

How do I test whether an online relationship is a scam?

Run the pause test: go quiet for 48 hours and watch what the warmth does. A person who cares gets concerned; a pipeline escalates, guilt-trips, or resets with a crisis, because a script cannot afford your silence. Second, watch the bend: count how often conversations drift toward money, investments, crypto, or emergencies — affection with a financial gradient is a pitch. Third, reverse-image-search the photos and refuse any request to keep the relationship secret. And use a structured check: our free romance scam checker walks through the eleven documented red flags in two minutes, no signup.

Sources & further reading

Every figure and quote in this piece links to the primary source. Click any to verify.

FTC — romance-scam data: $1.14B, 64,003 reports, $2,000 medianStajano & Wilson (Cambridge/CACM) — the Kindness PrincipleOCCRP — Scam Empire: leaked call-center scripts, files & victim dataLea, Fischer & Evans (Exeter / OFT 2009) — The Psychology of ScamsFBI IC3 2024 — confidence/romance fraud: $672M, 17,910 complaintsFTC — $3.5B imposter-scam data, 15 Jun 2026

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