The Cult of Influence – From Attention to Extraction

From Tweet to Extraction

It usually starts with a tweet like this:

“DROP UR SOL ADDRESS FAST JOIN MY TG PAYING 10 FOLLOWERS”

Or:

“I know the next 100x memecoin 👀 Not sharing publicly Follow + reply and I’ll DM you”

Or the classic:

“Who’s active rn? Interact ✅”

At first glance, it looks harmless. Just engagement. Just vibes. Just crypto Twitter being crypto Twitter.

But a single reply is enough to trigger the funnel.

You get a DM.

“You seem active. Join my private TG. I share early plays there.”

Inside the Telegram group:

• “alpha” drops
• countdown timers
• screenshots of fake PnL
• urgency (“sniper bot live now”)
• constant reinforcement that this group is different

And sooner or later, a link.

Sometimes it’s a meme coin launch. Sometimes it’s a whitelist claim. Sometimes it’s a “private airdrop.”

That’s where the money is made.

Not by you — by them.

How the Scam Actually Works

This isn’t one scam. It’s a stack of monetization layers, all built on social manipulation.

1. Engagement Farming on Twitter

The influencer’s first goal is visibility, not accuracy.

They use:

• “Drop address” bait
• “Interact if active” tweets
• Bought followers
• Engagement pods
• AI-generated profile photos
• Screenshots of fake wins

Why? Because Twitter’s algorithm rewards replies and likes — not truth.

High engagement = perceived credibility.

2. Telegram as the Extraction Layer

Telegram is where the real business happens.

Inside these groups:

• Messages are fast and overwhelming
• Skepticism is mocked
• “Early” is emphasized constantly
• Time pressure is manufactured

Telegram removes:

• public scrutiny
• quote tweets
• community fact-checking

Once you’re inside, you’re isolated.

3. Pump-and-Dump Meme Coins

This is the most common revenue stream.

The influencer:

• deploys a low-effort token
• seeds initial buys
• posts green candles
• hypes “cult vibes”

Followers buy in.

Liquidity grows.

Then:

• influencer sells
• chart collapses
• Telegram messages get deleted or the chat is locked
• critical replies vanish from Twitter
• the group goes quiet
• a new coin launches a day or a week or a month later

Rinse. Repeat.

No accountability. No disclosures. No remorse.

4. Fake Airdrops & Claim Links

This is where losses escalate.

A message appears:

“Private allocation for early members Claim here (wallet connect required)”

On Solana

Victims may sign a transaction that:

• hides malicious instructions
• changes token or account authorities
• allows CPI-based token drains

Solana transactions can modify account state, not just transfer tokens. Many users don’t realize this until it’s too late.

On EVM chains

Victims often sign:

• unlimited ERC-20 approvals
• permit signatures
• gasless approval messages

Once approved, the attacker drains funds later — quietly.

No new transaction. No warning. Just gone.

5. Paid Shilling (Undisclosed Ads)

Some “alphas” don’t even bother deploying tokens.

They’re paid to shill:

• low-liquidity meme coins
• doomed presales
• sketchy mints

Rates range from hundreds to thousands of dollars per post.

Followers assume conviction. In reality, it’s advertising.

You’re exit liquidity — not a community member.

Why This Scam Works

Because it exploits human psychology, not just technical weaknesses.

• Authority bias — “He has followers, so he must know something”
• Scarcity — “Only early members get access”
• FOMO — “Everyone else is already buying”
• Social proof — fake screenshots, bots, engagement pods
• Speed — no time to think, verify, or breathe

Crypto Twitter rewards confidence, not correctness.

And scammers are very confident.

What Victims Typically Lose

• SOL, ETH, stablecoins
• meme tokens that instantly go to zero
• access to drained wallets
• trust in communities
• confidence to participate again

Often the worst loss isn’t financial — it’s psychological.

People stop asking questions. They stop sharing warnings. They quietly leave.

That silence is part of the scam’s success.

How to Protect Yourself

If You Use Solana

• Never sign transactions you don’t fully understand
• Watch for SetAuthority or suspicious instructions
• Use burner wallets for new mints and dApps
• Assume Telegram links are hostile
• Prefer hardware wallets

If You Use EVM Chains

• Never approve unlimited spend for unknown contracts
• Regularly revoke approvals (e.g. revoke.cash)
• Be extremely cautious with permit signatures
• Treat “gasless” transactions as red flags
• Separate cold storage from experimental wallets

Social Rules That Actually Work

• No real alpha is gated behind replying “GM”
• No serious trader needs your wallet address
• No legit influencer DMs random followers with secrets
• If urgency is the pitch, extraction is the goal

Final Takeaway

Fake crypto influencers don’t win by predicting markets.

They win by:

• farming attention
• manufacturing urgency
• outsourcing risk to followers

If someone’s content exists solely to funnel you into a Telegram group — you are not joining a community.

You are entering a business model.

And that business model is designed to be profitable — for them, not for you.

Stay skeptical. Stay slow. Stay solvent.