AI Coin Scams & How to Spot Them: Red Flags and Due Diligence Tips

Learn how to identify AI crypto scams, spot fake AI coins, and perform due diligence to avoid rug-pulls. Protect your investments in the AI token market.

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by
Andrew A.

Marketing enthusiast

Guest writer of the Walbi blog. Connect with him about cryptocurrency, cars, or boxing.

The rapid growth of the AI crypto market has attracted not only investors and innovators but also scammers. From pump-and-dump schemes to fake AI coins, the sector is rife with risks. Performing thorough due diligence on AI tokens is essential to avoid costly mistakes and protect your portfolio.

This article highlights common AI crypto scams, shows how to identify warning signs, and provides actionable steps to avoid rug-pulls in AI projects.

Common AI Crypto Scams

  1. Fake AI Coins – Tokens that claim to leverage AI but have no working product or model.
  2. Rug-Pulls – Developers exit the project suddenly, taking all investor funds.
  3. Pump-and-Dump Schemes – Coordinated hype artificially inflates prices before rapid sell-offs.
  4. Imitation Projects – Scammers copy reputable AI projects to trick investors.
  5. Misleading Whitepapers – Overpromises on technology or adoption without evidence.

Understanding these schemes is the first step in safeguarding investments.

Spotting Fake AI Coins

Indicators of fake AI coins include:

  • No working product – Lack of a live platform, app, or AI model.
  • Anonymous or unverified team – No credible developers or advisors.
  • Unrealistic claims – Promises of guaranteed returns or AI breakthroughs without proof.
  • Poor online presence – Minimal community engagement or suspicious marketing channels.
  • Illiquid markets – Low trading volume or non-existent exchange listings.

If multiple red flags appear, it’s usually best to steer clear.

Due Diligence for AI Tokens

Performing due diligence on AI tokens involves:

  1. Research the team – Check LinkedIn profiles, past projects, and credibility.
  2. Verify the technology – Ensure there’s a working platform or demonstrable AI models.
  3. Examine tokenomics – Transparent allocation, fair vesting schedules, and clear utility.
  4. Community engagement – Active discussions on forums, Discord, Telegram, or social media.
  5. Audit reports – Look for independent smart contract or security audits.

Thorough due diligence significantly reduces exposure to scams.

How to Avoid Rug-Pulls in AI Projects

  • Invest gradually – Avoid committing large amounts at launch.
  • Check liquidity – Ensure sufficient liquidity exists to exit positions if needed.
  • Monitor developer activity – Active contributions to code repositories indicate long-term commitment.
  • Be skeptical of hype – Avoid projects promoted purely via influencers or viral campaigns.
  • Use trusted exchanges – Listing on reputable platforms reduces risk of exit scams.

Conclusion

The AI crypto space offers exciting innovation, but it is also a magnet for scams and fraudulent AI tokens. By recognizing red flags, performing due diligence, and applying best practices to avoid rug-pulls, investors can navigate this market safely and maximize opportunities.

Bottom line: vigilance, research, and skepticism are your best tools against AI coin scams.