Empathy Bait

The tears are rendered. The buckle is on Shein for a quarter of the price. The only real thing in the video is your willingness to help.
By C3H Global Editorial | Published June 16, 2026 | 11 min read


Key Takeaways

• AI generated avatars posing as Black women small business owners use scripted tears, a tactic researchers call empathy bait, to sell mass produced dropshipped goods.
• The Verge found items like belt buckles selling for roughly four times their Shein price, posted by sellers who are not real people.
• Detection group Riddance.ai finds up to one hundred such accounts a day, and a BBC investigation traced more than one hundred AI Black woman accounts run from thirty four countries.
• You can defend yourself by price checking items on Shein or Temu, reading account history, demanding live video, and buying through verified directories.

She is crying again. In the video, a young Black woman in country western gear wipes a tear from her cheek and asks you to stay just thirteen seconds, long enough to save the belt buckle business she says she built with her own two hands. The text on screen reaches straight for your conscience, doubting that anyone will pause to help a Black woman. More than six million people watched. Thousands left supportive comments and placed orders. There is only one problem. According to an investigation by The Verge, she does not exist.

The woman is an AI generated avatar. The buckles are mass produced. The same buckle, sunflower design and detachable knife inlay included, sells on the fast fashion site Shein for roughly a quarter of what she charges. This is not a glitch in the buy Black movement. It is a business model built to feed on it.

The Product Is Not the Buckle. It Is Your Compassion.

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Researchers have a name for the move in that video. They call it empathy bait. The crying, the talk of being doubted, the plea for a few seconds of your attention, none of it is incidental. It is engineered, because empathy is what makes you stop scrolling, watch to the end, comment, and buy, and every one of those actions tells the algorithm to push the video to more people who feel the way you do. Jeremy Carrasco, who directs the AI video detection group Riddance.ai, told The Verge the phenomenon is, in his word, massive, and that his team finds as many as one hundred of these accounts every day across TikTok, Instagram, and Facebook.

Sit with the architecture of it. The buckle is almost beside the point. What is being sold is your solidarity, repackaged and resold to you at a markup. Tempest Henning, a philosophy professor at Fisk University who studies these portrayals, notes that the avatar names are coded to read as Black while carrying none of the cultural signals a real person would, which she describes as a flattening of identity for profit. The operation does not admire Black culture. It wears it like a costume and bills you for the show.

The Tell That Should Have Saved Your Money

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Here is the detail that turns a sad story into a provable con. The handmade item almost never is. The Verge traced those belt buckles straight to Shein, where the identical product waited at about a fourth of the price. The same investigation found dozens of accounts running the familiar catalog of viral goods, cowboy boot shaped mugs, crochet bags, cardigans, all of it dropshipped. The seller never touches the product. They run the ad, collect your full price, order the cheap version from an overseas warehouse, and pocket the spread while you wait weeks for something that was never handmade and never theirs.

That gap between the story and the supply chain is your single most reliable defense, and closing it costs you about thirty seconds. We will get to exactly how.

Why a Machine Chose to Wear Black Womanhood

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The coldest part is that the decision to be Black was a calculation, not a coincidence. The Verge found the same scripts pasted onto avatars of different races, with the operators simply selecting whichever face suits the audience the algorithm is feeding at that moment. When the feed is serving a crowd primed to support Black women in business, the con puts on a Black woman. The tears, the struggle narrative, even comment replies that imitate African American Vernacular English, all of it is a dial the operator turns to fit the mark.

This is why researchers reach for the phrase digital blackface. As writer Zeba Blay has described the broader practice, it is the use of Black images to emote and entertain by people who are not Black, a recreation of Blackness with no actual Black people in the room. Henning is blunter, defining blackface as any caricature like portrayal of Black people. These operations deliberately choose narratives of racial and class struggle, because they have learned that the empathy such stories summon is the most dependable engine of engagement there is. They are not exploiting a weakness. They are exploiting a virtue, your readiness to show up for your own.

It Is Bigger Than One Sad Buckle Seller

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If this were a handful of accounts, platforms could sweep them aside. It is not. A separate investigation by the BBC working with Riddance uncovered more than one hundred accounts depicting AI generated Black women, operated out of thirty four countries spanning the Americas, Europe, Africa, and Asia, with a combined nineteen point four million followers across Instagram and TikTok. This is a distributed global industry that has discovered Black identity is profitable to counterfeit.

It does not stop at belt buckles either. That same research found a majority of the accounts, sixty eight of them, steering followers to outside sites, and many trafficked in sexually explicit AI generated media using the same fabricated Black women. Real people get pulled into the machinery too. The BBC documented a Black model whose authentic footage was manipulated and reposted without consent, piling up tens and then hundreds of millions of views she never approved and never earned a cent from. The faces are invented. The harm is not.

The Bill Comes Due in Data, Not Just Dollars

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Overpaying for a mass produced buckle is the gentlest version of what can go wrong. The same wave of AI driven commerce fraud is being used to harvest far more than your forty dollars. The cybersecurity firm CTM360 reported in 2025 that scammers were targeting shoppers with AI generated videos specifically to steal personal data and cryptocurrency, not merely to move product. Separate research documented roughly fifteen thousand counterfeit storefront domains built to deliver malware and lift payment credentials, some serving fake login pages and trojanized apps designed to capture the email and password you reuse across half your accounts.

So the real transaction is rarely the one you believe you are making. You think you are buying a handmade gift and lifting up a founder. The operation behind the avatar is collecting your name, your address, your card number, and a confirmed signal that you respond to emotional appeals, which is itself a sellable data point on the open market. The buckle, if it ever ships at all, is just the receipt for a much larger withdrawal.

The Second Victim Is the Real Black Founder

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Every dollar these operations capture is a dollar that never reached an actual Black owned business. The deeper injury is harder to tally. Once buyers learn that a tearful founder can be a hallucination, they begin to second guess the genuine ones. Henning names the outcome plainly. Real Black business owners now compete against fabricated accounts that exploit the very solidarity meant to lift them. The honest seller, who truly does cut the leather and pack the box, gets folded in with the fakes and made to prove a humanity the con artist never had to demonstrate.

That is the hidden levy. A movement built on trust is taxed every time trust is counterfeited, and the people who pay it are the founders the movement exists to serve. Observers tracking the trend warn that this pressure is squeezing real Black creators out of spaces grown from their own culture, outpaced by synthetic rivals who never sleep, never run out of stock, and never have to tell the truth.

Why the Platforms Have Not Stopped It

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It is fair to ask why the networks hosting this do not simply delete it. Part of the answer is that the rules were written for an older problem. Instagram's own hateful conduct policy already bans stereotypes historically tied to intimidation, blackface among them, and yet the menu a user actually sees when reporting offers no option that fits. Flag the account as hate speech and you miss the deception. Flag it as spam and you miss the racial harm. Flag it as AI generated content and you miss both at once. The tools for naming the problem do not exist where the problem lives.

The deeper reason is incentive. These accounts manufacture exactly the watch time, comments, and sales that platforms are engineered to reward, and the operations sit behind dozens of countries and disposable accounts that reappear faster than moderators can remove them. Absent a categorical reason to act against their own engagement numbers, platforms move slowly, and the operators build that delay into the plan. Enforcement that trails the fraud by even a week is enforcement the con has already accounted for.

How to Shop So the Con Cannot Win

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You do not need to quit TikTok Shop or stop buying Black. You need to shop like someone who knows the game is rigged and refuses to play it on the house terms. None of what follows is a soft tip. Each step targets a specific weakness the fraud cannot easily hide.

1. Run the price and image check. Take the product, or a screenshot of it, and search it on Shein and Temu. If the identical item sits there for a fraction of the asking price, you are not funding an artisan, you are overpaying a reseller for a warehouse good. While you are at it, reverse image search the product shot and the seller's face, since stolen and synthetic images tend to resurface elsewhere under other names.
2. Read the account history, not the highlight. A real business leaves a trail. Look for posts that predate the viral moment, a consistent location over time, named people, and replies that answer specific questions rather than recycle the same praise. Automated comment bots on these accounts have been caught imitating Black vernacular to manufacture a community that was never there, so treat a wall of identical adoring comments as a flag, not a comfort.
3. Demand real time proof before money moves. Ask for a live video, a custom detail made on camera, the shop named aloud in the moment. A synthetic founder cannot improvise. The illusion breaks the instant you ask it to do something the script did not anticipate, which is precisely why these accounts avoid going live.
4. Report it, then warn your circle. Most platform menus still lack a clean category for AI impersonation of a marginalized group, so pick the closest option, add detail, and file with the Federal Trade Commission at reportfraud.ftc.gov. Reporting starves the account of the only thing it truly needs, which is reach.

If You Are the Real Thing, This Is Your Fight Too

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For an authentic Black founder, none of this is an abstract debate about technology. It is a competitor that can spin up a thousand versions of your story overnight, undercut your honest pricing with a Shein markup, and chip away at trust you spent years earning, all without a workshop, a supplier, or a conscience. The instinct to go quiet, to stop posting because the fakes have poisoned the well, is understandable, and it is precisely the surrender the con is hoping for.

The answer is not to outshout the machines. It is to plant your business on ground where their tactics stop working. A synthetic seller can fake a tearful clip, but it cannot pass a real identity and business check, hold a consistent presence on a platform that audits its listings, or stand behind a registered company with a paper trail. Visibility on terrain that demands proof is the one edge a real founder holds that no avatar can copy, and it turns the thing fraud relies on, the impossibility of telling real from fake, back into your advantage.

You Should Not Have to Be a Forensic Analyst to Buy Black

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Read that checklist again and notice how much it asks of you. The shopper is being handed the platform's job, studying skin that does not saturate, teeth that shift between frames, a sewing machine whose parts never move, all to perform a simple act of community support. That is backwards. Trust should be settled before a listing ever reaches your feed, not reconstructed after a stranger has already moved you to tears.

That is the standard C3H Global Solutions was built around. Instead of asking buyers to authenticate strangers one suspicious clip at a time, we confirm a real person and a registered business behind a listing before it goes live, so supporting Black enterprise can return to what it was always supposed to be, a straight exchange between a real founder and a willing customer. The con thrives by making verification expensive and solidarity cheap to abuse. A verified marketplace inverts that equation, making solidarity safe and the con too costly to run.

The tears in that video were rendered. The buckle was somebody else's inventory. Your instinct to help was the only honest thing in the frame, and it deserves a place to land that will not sell it back to you.

Let your support land somewhere real.

Shop and sell where authenticity is confirmed before you ever click buy.

Sources

• The Verge, investigation into AI generated dropshipping avatars on TikTok
• Riddance.ai and BBC, investigation into AI generated Black woman accounts across 34 countries
• Tempest Henning, Fisk University, on digital blackface and identity flattening
• U.S. Federal Trade Commission, fraud reporting at reportfraud.ftc.gov