Investment scams in the AI era are becoming indistinguishable from reality, researchers warn. Fraudsters trap victims in a “Truman Show” world, complete with fake apps, websites, news coverage, personalities, followers, and false regulatory references.
On social media, investment experts, often supported by peers, share their success stories, promote exclusive investor groups, and institutional-grade AI trading platforms.
Check Point, a cybersecurity firm, warns of a new highly sophisticated investment scam it calls the “Truman Show,” named for victims’ deep immersion into a fake reality.
It’s a long-game scam, with fraudsters building trust over time.
“By the time money is requested, the victim is no longer evaluating risk, they are acting inside a social reality that feels legitimate, validated, and safe,” reads a new report on AI-generated reality.
The recent scam is based on fully synthetic interactions, uses the OPCOPRO brand, and fake references to Goldman Sachs.
The scheme: how does it work?
New victims are initially targeted via SMS, malicious ads, Telegram invitations, or other messaging platforms. Scammers claim to be from “Goldman Sachs”, promote “skyrocketing stock” opportunity, and mention expected high returns.
The attackers’ goal is to pull the investors into tightly controlled WhatsApp and Telegram groups, where the “Truman Show” begins.
The sustained trust-building phase initially appears to be a benign investment discussion group. These groups are led by deft investment experts, who are supported by fake peers, market analysis, and success stories.
“The WhatsApp group typically includes around 90 participants, creating the impression of a large and active trading community. This immediately establishes social proof: many people are present, engaged, and seemingly benefiting from the program,” the Check Point researchers explain.
However, everything is AI-generated and curated by the crooks.
One of the personas dominating the conversation will answer questions, publish market outlooks, daily trade summaries, and reports attributed to well-known banks, maintaining a confidential tone.
Each day, the group shares fake tables and summaries showing profits. A crowd of bots will constantly exhibit enthusiasm and agreement.
It seems that everyone is using OPCOPRO, which is presented as a US-registered financial company. Multiple websites, press releases, and articles presented as financial news support the validity of the claims.
Sustained interactions, including “education” and reinforcement, take weeks until the scam transitions to the ultimate phase.
“Victims are told they are being granted access to an exclusive, institutional-grade AI trading platform,” Check Point explains.
Scammers claim that the platform is used by large financial institutions and can generate hundreds of percent gains within a few months, as it relies on quantitative and algorithmic trading strategies. Apps are ready on both Google Play and the Apple App Store.
They appear professional, with a clean interface, financial terminology, and trading concepts. They don’t contain any traditional malware, because everything happens on the backend web server. Apps are essentially WebView wrappers.
“This design gives the operator full server-side control over what users see — including charts, balances, and ‘trade outcomes,'” the report details.
Victims expose their identity by filling in KYC-style forms, collecting ID numbers, and document photos, enabling identity theft or resale.
After the fake verification, the “successful” trading activity might last for a while. However, any deposits made using bank transfer or cryptocurrency payment will be stolen.
AI makes the campaign highly successful
Generative AI plays a crucial part in this scam campaign because it reduces the cost of running highly personalized social engineering at scale. Sustained engagement patterns would be difficult to maintain with human operators alone. AI-driven infrastructure enables attackers to replicate operations across multiple regions in various languages.
“Traditional red flags — poor language, sloppy infrastructure, crude impersonation — are becoming unreliable indicators,” Check Point warns.
Even more worrying are signals about the future threat landscape – the new model of AI cyber fraud automates trust-building, manipulation, and operational execution.
Researchers recommend that investors verify any broker using official sources, avoid sending cryptocurrency to wallets shared in chats, and remain vigilant for other red flags such as unsolicited investment messages, communities with scripted positivity, and promises of extreme, too-good-to-be-true returns.
