Researchers observed flirty spam accounts on X (Twitter) using scripted conversations, and possibly AI-generated replies and voice notes, to build trust and move targets toward Discord and paid adult-content pages. The accounts asked repetitive “getting to know you” questions, handled unusual prompts (like decoding a hex message), and sometimes sent personalized voice notes, making them harder for users to spot as fake.
Researchers observed flirty promotional accounts on X (Twitter) running a repeatable conversation funnel. Accounts opened with casual, flirtatious messages, asked broadly similar qualifying questions such as where the target lived, what they liked, and what they did for work, and then steered the conversation toward Discord before promoting paid adult-content pages. This structure suggests a scripted funnel rather than genuine one-on-one interest.
What made these accounts harder to dismiss as bots was their apparent ability to handle unusual prompts. In one documented case, an account was asked to decode a hex-encoded message instructing it to reply with the word "Pineapple," and it responded correctly in ordinary text. Accounts also sent personalized voice notes, including one that read aloud a Unix timestamp supplied during the conversation and another that spoke a requested username. These responses stayed in character even when targets tried to expose the account as automated, which added a layer of apparent authenticity that classic "bot tests" used to reliably catch.
The core lesson is that personalization can no longer be trusted as proof of a genuine human on the other end of a conversation. Unusual replies, decoded messages, and personalized voice notes were once considered strong signals of authenticity, but this reporting shows automation may now be able to mimic them. Employees and general users should treat unsolicited flirtatious messages with caution, particularly when they quickly become transactional or push toward another platform. Most importantly, no one should send money, gift cards, cryptocurrency, intimate images, identity documents, or account credentials to someone they only know through an online conversation, regardless of how convincing or personalized that conversation seems. Awareness training for general staff, and particularly for younger employees or those active on social media, should incorporate this pattern as a recognizable example of a modern social engineering funnel that blends scripted messaging with possible AI-assisted responses.
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Accounts open with casual, flirtatious messages and ask repetitive qualifying questions like where you live and what you do for work, then steer the conversation toward Discord and paid adult-content pages.
No. The accounts sent personalized voice notes, such as reading back a Unix timestamp or a requested username, but this could be human-recorded or generated with text-to-speech, so it should not be treated as proof of authenticity.
Warning signs include unsolicited flirtatious outreach, a conversation that follows a repetitive script rather than natural back-and-forth, and repeated attempts to move the chat to Discord, Telegram, Signal, or a paid-content platform.
Avoid sending money, gift cards, cryptocurrency, intimate images, identity documents, or account credentials to someone known only through an online conversation.
You get a DM on X: “Hey :) where are you from? what do you do for work?” Looks flirty, looks normal… But it’s a scripted funnel. They ask where you live, what you like, your job… then start pushing, “Let’s move to Discord,” and link a paid adult page. Here’s the twist: even weird tests don’t prove they’re real. These accounts can decode a hex message to reply “Pineapple” and send a custom voice note with your username. If a flirty rando keeps steering you to Discord or a paid site, stop. Don’t send money or intimate content, just block and move on.
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