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How Do I Know If a Coin Is a Rug Pull? Essential Detection Guide for 2025

Learn how to detect rug pulls early using warning signs, smart contract audits, and advanced tools like Token Metrics to navigate crypto safely in 2025.
Token Metrics Team
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The cryptocurrency market offers tremendous possibilities for investors, but it also involves notable risks. Among these dangers, rug pulls stand out as particularly damaging scams where developers abandon projects after raising funds, leaving investors with worthless tokens. With rug pulls accounting for approximately 37% of all crypto scam revenue and costing investors nearly $3 billion annually, learning how to detect these schemes early has become crucial for every crypto participant.

The term "rug pull" originates from the phrase "pulling the rug out from under someone." Typically, a project may seem promising with rising prices and active community support, only to suddenly collapse when developers vanish with investor funds. Such scams are especially common in decentralized finance (DeFi), where listing tokens often involves minimal oversight and regulation.

This detailed guide aims to equip you with the knowledge, tools, and analytical strategies necessary to recognize rug pull warning signs, protect your holdings, and navigate the crypto space more securely in 2025.

Understanding Rug Pulls: What They Are and How They Work

A rug pull is a type of cryptocurrency scam where developers create a project, attract investors through hype and promises of high returns, and then abruptly withdraw funds or abandon the project, leaving participants with worthless tokens. These exit scams are often carefully orchestrated to maximize theft before the project’s collapse.

The Anatomy of a Rug Pull

Rug pulls exploit trust and hype within DeFi ecosystems, particularly on decentralized exchanges where token listing is straightforward and lightly regulated. The common pattern involves:

  • Project Launch: Developers introduce a new crypto or DeFi project with flashy marketing and high-yield promises, often with professional-looking websites and social media presence.
  • Hype Generation: Social media campaigns, influencers, and crypto forums generate buzz. Investors rush to buy tokens amid FOMO, causing rapid price increases.
  • Liquidity Build-Up: As demand rises, liquidity pools grow, giving an illusion of success. This phase can last days or months depending on scam sophistication.
  • Sudden Exit: When the scammer deems the target reached, they drain liquidity, dump tokens, or abandon the project, causing prices to plummet to zero.

Types of Rug Pulls

Understanding different scam methods helps in identifying vulnerabilities:

  • Hard Rug Pulls: Developers embed malicious code in smart contracts enabling them to withdraw liquidity at will, prevent sales, or mint unlimited tokens. These are premeditated and often illegal scams.
  • Soft Rug Pulls: Developers abandon projects after selling off substantial holdings, leaving the community behind. Though not always illegal, they are unethical.
  • Liquidity Pulls: Liquidity is removed from pools, causing value collapse. Developers might create pools pairing new tokens with established cryptocurrencies, then withdraw liquidity.
  • Dumping Schemes: Coordinated selling by insiders causes market crashes, often after artificially inflating prices.
  • Limited Sell Orders: Scammers restrict token sales to specific addresses, trapping other investors’ funds.

Critical Red Flags: Warning Signs of Rug Pulls

Spotting rug pulls early involves recognizing common warning signs:

Anonymous or Unverified Development Teams

If the project team’s identities are hidden or unverifiable, it’s a red flag. Legitimate projects list known founders with credible backgrounds on platforms like LinkedIn. Fake profiles and purchased followers are indicators of suspicious activity.

Missing or Inadequate Smart Contract Audits

Trustworthy projects undergo third-party security audits. If a project lacks an audit or refuses to share reports, caution is advised. Verify audit reports independently through the auditing firms’ websites.

Unlocked Liquidity Pools

Check whether liquidity pools are locked using tools like GeckoTerminal. Unlocked pools or those with expiring locks can be drained anytime, increasing scam risks.

Irregular Token Distribution and Whale Concentration

Examine token holdings on explorers like Etherscan. Large holdings by few addresses suggest potential for price manipulation or dumping. Spread-out distributions are safer.

Unrealistic Returns and Yield Promises

Promises of extraordinary yields—such as double-digit daily APYs—are typical red flags. Such schemes are often Ponzi or scams and not sustainable long-term.

Vague or Missing Whitepapers

Legitimate projects publish detailed whitepapers explaining technology, tokenomics, and roadmaps. Vague, plagiarized, or missing documents indicate potential fraud.

Excessive Marketing and FOMO Pressure

Overhyped campaigns, artificial urgency, and influencer-driven FOMO can signal scams. Genuine projects focus on delivering value over hype.

Sudden Unexplained Price Spikes

Artificial surges without fundamentals are common on scam tokens before they crash. Monitor news and fundamentals to verify price movements.

Poor Smart Contract Code Quality

Substandard or suspicious code on blockchain explorers signals inexperienced developers or malicious intent. Use analysis tools like Token Sniffer to evaluate contract safety.

Low Trading Volume

Authentic projects typically maintain active trading. Declining volume suggests loss of interest or impending exit scams.

Tools for Detecting Rug Pulls

Technological tools are vital for early detection:

  • GeckoTerminal and DEX Scanners: Provide liquidity lock status, holder analytics, and suspicious activity detection.
  • Blockchain Explorers (Etherscan, BscScan): Allow deep dives into smart contracts, transactions, and token distributions to spot red flags.
  • Token Sniffer and Security Platforms: Use AI-driven analyses to assess contract safety scores and identify malicious code patterns.

Leveraging Token Metrics for Rug Pull Protection

While automated tools help identify immediate risks, platforms like Token Metrics offer comprehensive insights powered by AI to evaluate project legitimacy and risks better. They analyze project teams, smart contract security, liquidity, community sentiment, and historical patterns to detect potential scams.

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Best Practices for Avoiding Rug Pulls

  • Conduct thorough research: Investigate project backgrounds, teams, code, and communities. Verify claims independently.
  • Start small and test projects: Invest minimal amounts initially, increasing only after sustained legitimacy.
  • Verify liquidity lock status and audits: Use tools to confirm liquidity is locked and check audit reports for security.
  • Monitor community engagement: Engage with project communities and observe transparency and responsiveness.
  • Use reputable exchanges: Prefer well-known platforms with stricter vetting processes.
  • Diversify investments: Spread over multiple projects and assets to reduce risk exposure.
  • Stay informed: Follow trusted news sources, security platforms, and community alerts.

What To Do If You’ve Been Rug Pulled

Even with precautions, scam damages can occur. Immediate steps include:

  1. Report the scam: File reports with community platforms like Chainabuse, SEC, or FTC. Share detailed evidence.
  2. Warn others: Post factual warnings on social media, Reddit, and community channels with transaction details.
  3. Document everything: Keep records of transactions for potential tax claims and future analysis.
  4. Learn from the experience: Analyze missed signs and refine your research process for future investments.

Conclusion: Staying Safe in Crypto's Wild West

Rug pulls pose a significant threat, costing billions annually, but awareness and analytical tools can mitigate risks. Recognizing red flags such as anonymous teams, missing audits, unlocked liquidity, and unrealistic promises is vital. Employ platforms like Token Metrics for in-depth risk assessment and project validation.

Combining vigilant research, disciplined investing, and AI-powered analytics helps navigate crypto securement. Remember, if something seems too good to be true, it likely is. Protect your investments and participate responsibly in this exciting, fast-evolving industry in 2025 and beyond.

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Token Metrics: AI-powered crypto research and ratings platform. We help investors make smarter decisions with unbiased Token Metrics Ratings, on-chain analytics, and editor-curated “Top 10” guides. Our platform distills thousands of data points into clear scores, trends, and alerts you can act on.
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Recent Posts

Research

How to Find Low Cap Altcoins with Maximum Growth Potential | Token Metrics Moonshots

Token Metrics Team
8 min

Cryptocurrency is one of the few markets where small investments can turn into life-changing gains—if you know where to look. The secret? Low cap altcoins with strong fundamentals, fresh narratives, and early momentum. These are often called moonshots—tokens that can 10x, 50x, or even 100x your portfolio.

But with thousands of projects launching every year, how do you separate noise from real opportunity?

This is where Token Metrics, the industry’s most powerful crypto analytics platform, gives you a massive edge. In this guide, you’ll learn exactly how to find high-potential low cap altcoins before they explode.

What Are Moonshots?

In crypto, a moonshot refers to a token that’s expected to deliver exponential returns—usually 10x or more—within a short to medium timeframe. These tokens often:

  • Have a market cap below $50 million
  • Are newly launched or under-discovered
  • Operate in trending sectors like AI, DePIN, L2s, or Real-World Assets
  • Are supported by strong narratives or early whale interest

Moonshots are high-risk, high-reward plays. They may not have widespread recognition yet, but they often show early signs of momentum—and if timed correctly, they can outperform even the biggest names in crypto.

How Do Moonshots Work?

Moonshots usually follow a predictable cycle:

1. Discovery Phase

Savvy traders, insiders, or analysts begin accumulating the token quietly. There’s little public attention, but strong fundamentals or a promising narrative.

2. Hype Trigger

Something sparks attention—this could be an influencer tweet, exchange listing, or key milestone. Volume begins to rise.

3. FOMO Phase

Retail investors pour in as the token gains traction. Price rallies dramatically in a short period.

4. Profit-Taking

Early entrants sell, leading to price volatility. If the project has long-term merit, it may consolidate and rally again. If not, it could retrace sharply.

The goal is to get in early—before the FOMO begins. And that’s where Token Metrics shines.

Why Token Metrics Is the Best Platform for Finding Moonshots

Token Metrics is an AI-powered crypto research platform that filters through thousands of tokens daily to highlight only those with real upside potential. Its proprietary Moonshots feature is specifically designed to uncover undervalued low cap altcoins before they trend on X (Twitter), YouTube, or Telegram.

Key Benefits:

  • âś… AI-powered ratings based on technical, on-chain, and fundamental data
  • âś… Real-time moonshot detection with transparent performance tracking
  • âś… Seamless trading integration for quick entries
  • âś… Past Moonshot ROI tracking to evaluate model accuracy
  • âś… Bullish signal alerts and whale activity monitoring

Token Metrics doesn’t just show you what's trending—it shows you what’s about to trend.

How to Use Token Metrics to Find Moonshots

Here’s a step-by-step guide to using Token Metrics to discover low cap altcoins with maximum growth potential:

âś… Step 1: Go to the Ratings Page

  • From your Token Metrics dashboard, click on the “Ratings” tab.
  • This is where thousands of tokens are ranked daily based on Trader Grade (short-term upside) and Investor Grade (long-term fundamentals).

These scores are derived using over 80 data points, including:

  • Price momentum
  • Volume analysis
  • Sentiment scores
  • On-chain activity
  • Developer and GitHub activity

✅ Step 2: Click on the “Moonshots” Tab

At the top of the Ratings page, you’ll see the Moonshots tab—click it.

This tab highlights AI-flagged altcoins with breakout potential. These tokens are typically:

  • Low to mid-cap
  • Recently showing an upward trend in volume or price
  • Exhibiting bullish on-chain signals
  • Gaining attention in social channels

These are the best candidates for fast and explosive growth.

âś… Step 3: Review Key Metrics

Each token in the Moonshots section displays several key data points:

  • Trader Grade and its change over time
  • 24-Hour Volume – is attention building?
  • Market Cap – lower cap means higher potential upside
  • Date of Entry – when the token was first flagged
  • Live ROI Since Entry – how the pick has performed since being listed

You can also switch to the Past Moonshots tab to review historical picks and how they played out over 7–14 days. This transparency gives you confidence in the AI’s track record.

âś… Step 4: Choose a Token to Explore

Click on any token to open its Token Details Page.

Here, you’ll get in-depth analysis, including:

  • Live price chart
  • Key technical indicators (MACD, RSI, moving averages)
  • Tokenomics and utility breakdown
  • Whale wallet activity and top holders
  • Fundamental metrics like team, roadmap, and ecosystem

Use this data to perform a quick due diligence check before buying. This helps reduce risk and boost conviction.

âś… Step 5: Buy in Seconds

Once you’ve selected a moonshot you like:

  • Click the “Buy” button directly from the Moonshots page.
  • A swap widget will open, allowing you to purchase the token using your connected wallet.
  • You can buy directly from decentralized exchanges (DEXs) without leaving the platform.

This seamless flow—from research to execution—makes it incredibly easy to act quickly, which is crucial in fast-moving markets.

Real Examples of Moonshots That Delivered

Here are just a few examples of tokens previously flagged in Token Metrics Moonshots:

  • Gorbagana – Gained over 50% in a day
  • Useless Coin – Jumped 40% in 24 hours
  • Startup Coin – Delivered a 9x return over a month

These weren’t hyped on mainstream platforms—Token Metrics identified them early using AI-based indicators and on-chain data.

Final Thoughts: Find Your Next 100x

Finding low cap altcoins with maximum growth potential doesn’t have to be based on luck or hype. With the right tools, strategy, and platform, you can identify moonshots before they go parabolic.

Token Metrics Moonshots gives you the insights, data, and tools needed to make smarter, faster, and more confident trading decisions. From AI-powered ratings to seamless swap integration, it’s your all-in-one dashboard for finding the next big crypto opportunity.

So if you're serious about building wealth in the next bull run, don’t just follow the herd—get ahead of it.

🚀 Start your 7-day free trial at and unlock real-time access to Moonshots.

Crypto Basics

How to Find Undervalued Altcoins That Could 100x | Token Metrics Moonshots

Token Metrics Team
8 min

In the fast-paced world of crypto, finding an altcoin before it explodes is every investor’s dream. The reality? Most people arrive too late—after the hype, after the parabolic move, and after the gains are gone. But what if there was a way to spot these undervalued altcoins before they skyrocket?

In this guide, we’ll show you how to find 100x altcoins early using a proven strategy powered by Token Metrics Moonshot Ratings. Whether you're a seasoned trader or a curious beginner, this step-by-step framework will help you identify tokens that are flying under the radar—but not for long.

What Are Moonshots?

In crypto, a moonshot is a token with the potential to deliver extraordinary returns, sometimes as high as 100x or even 1000x. These tokens typically start with:

  • Low market cap
  • High volatility
  • Speculative narratives
  • Early-stage community engagement

While some moonshots are driven by memes or hype, the best ones are backed by emerging narratives, strong tokenomics, and real momentum. The trick is to find them before they hit mainstream attention.

How Moonshot Altcoins Work

Moonshots follow a pattern:

  1. Early Accumulation Phase
    Smart money—whales, insiders, or savvy analysts—start quietly buying the token while it’s still underpriced and unknown.
  2. Sentiment + Volume Spike
    Word begins to spread. Crypto Twitter, Telegram groups, and early backers begin to create buzz. This brings in more liquidity and attention.
  3. Parabolic Price Action
    As FOMO (Fear of Missing Out) kicks in, the price goes vertical. Retail investors pile in. This is when the token moons.
  4. Top and Correction
    The token either consolidates, retraces, or crashes as early investors take profits and late entrants get burned.

Your goal? Enter in Phase 1 or early Phase 2, before everyone else sees the opportunity.

So how do you do that? With data—not hype.

How to Use Token Metrics to Find Moonshots

Token Metrics is one of the most powerful AI-driven platforms for crypto research. It helps you filter out the noise and identify undervalued altcoins with moonshot potential based on over 80 data points including technicals, fundamentals, on-chain activity, and sentiment.

Here’s a step-by-step guide to using Token Metrics’ Moonshots feature:

âś… Step 1: Go to the Ratings Page

Once you log in to Token Metrics, head over to the Ratings tab.

This is the heart of the platform, where every token is scored using:

  • Trader Grade – Best for short-term price action predictions
  • Investor Grade – Better for long-term conviction

You’ll see a ranked list of tokens with up-to-date analytics based on market behavior.

Tip: Sort by Trader Grade change to find tokens gaining momentum fast.

✅ Step 2: Click on the “Moonshots” Tab

Inside the Ratings page, look for the Moonshots tab near the top.

This is where Token Metrics highlights altcoins with breakout potential, flagged by proprietary AI models that monitor price anomalies, trend shifts, volume surges, and social indicators.

Only tokens that meet strict short-term upside criteria make it into this section.

âś… Step 3: Review Key Metrics

Each token in the Moonshots tab is presented with a powerful summary:

  • Trader Grade + % change
  • 24H Volume – Is money flowing in?
  • Market Cap – Lower cap = more potential for exponential growth
  • Date of Entry – How long has it been flagged as a moonshot?
  • Live ROI Since Entry – See how the token has performed since it was added to the list

Want to verify the track record? Switch to “Past Moonshots” to see historical picks and their 7–14 day performance.

âś… Step 4: Choose a Token to Explore

Click on a token to open its Token Details Page—this is where the real research begins.

You'll find:

  • Live chart and price action
  • On-chain data and sentiment
  • Top holders (including whales and smart wallets)
  • AI-generated technical indicators
  • Narrative tags (e.g., AI, DePIN, L2, Gaming)

This page helps you validate whether a moonshot token is worth the risk.

Is the project active on GitHub? Is the community growing? Are whales accumulating? All signs that a moonshot may be ready to launch.

âś… Step 5: Buy in Seconds

Found a token you like?

Token Metrics makes it easy to act:

  • Just click the Buy button from the Moonshots page.
  • This launches a swap widget integrated with top decentralized exchanges.
  • Choose your wallet, confirm the trade, and you're in—without ever leaving the platform.

This removes friction and saves time, especially when speed is critical.

Why Token Metrics Moonshots Beat Traditional Research

There are thousands of altcoins on the market—and most of them are noise. Token Metrics uses machine learning, real-time market signals, and historical backtesting to filter the noise and show you only the most promising tokens.

Key Advantages:

  • âś… AI-Driven: Eliminates emotional bias
  • âś… Real-Time Updates: Stay ahead of the crowd
  • âś… Transparent ROI: Know which Moonshots actually delivered
  • âś… Built-In Execution: One-click buy function saves time

Whether you're a degen chasing 10x tokens or a professional building a data-backed portfolio, Token Metrics gives you the edge.

Final Thoughts

Finding undervalued altcoins that can 100x isn’t about luck—it’s about information, timing, and execution.

Moonshots happen often in crypto. The problem is: most people are late. By the time you see it trending on X or featured in a YouTube video, the gains are gone.

Using a platform like Token Metrics, you can identify these tokens early, analyze them with confidence, and take action fast—all in one place.

If you're serious about leveling up your crypto trading game, start with the Moonshots feature on Token Metrics. Your next 100x altcoin could already be on the list.

âś… Ready to Hunt Moonshots?

Sign up for a 7-day free trial at www.tokenmetrics.com and unlock your edge in crypto today.

Research

How to Find the Next 100x Cryptocurrency Before Everyone Else | Token Metrics Moonshots

Token Metrics Team
8 min

In the world of crypto, timing is everything. If you’re trying to turn $100 into $10,000, the holy grail is finding the next 100x altcoin before the masses catch on. These explosive opportunities are rare, but with the right tools and strategy, they’re not impossible to uncover.

In this guide, we’ll show you exactly how to identify moonshot tokens—those under-the-radar gems that have the potential to skyrocket. You’ll also learn how to use Token Metrics, one of the most powerful AI-driven platforms, to spot them before they take off.

What Are Moonshot Cryptocurrencies?

“Moonshot” is a crypto-native term that refers to a low-cap cryptocurrency with the potential to deliver outsized returns, often 10x, 50x, or even 100x. These tokens may start unnoticed, trading at fractions of a penny, but once they gain traction, they can make early adopters massive profits in a very short period of time.

Key Traits of Moonshots:

  • Market cap under $50 million
  • High volatility with strong upward price potential
  • Community-driven marketing or narrative
  • Emerging sectors like AI, DePIN, Web3 infrastructure, or meme coins
  • Limited exchange listings (often only on DEXs)

Moonshots are risky—but with smart research and analytics, they can be strategic bets rather than blind gambles.

How Moonshots Work

Most 100x altcoins follow a predictable life cycle:

  1. Early Accumulation – Whales and savvy investors quietly accumulate before the public is aware.
  2. Trigger Catalyst – A social media trend, influencer mention, exchange listing, or big partnership sparks interest.
  3. Volume Surge – Trading activity spikes, liquidity increases, and price begins to move.
  4. Parabolic Rally – The token “moons” as retail investors jump in.
  5. Top Formation and Correction – Early investors take profits; latecomers often buy the top.

Catching a moonshot before Step 3 is your goal. You want to be in position before the breakout, not chasing after it.

This is where Token Metrics becomes invaluable.

Why Token Metrics Is the Best Tool for Discovering Moonshots

Token Metrics is a crypto analytics platform powered by AI, machine learning, and real-time data. It monitors thousands of tokens and ranks them using quantitative models, helping traders and investors find opportunities before they trend.

With features like:

  • Trader Grade and Investor Grade rankings
  • AI-generated signals
  • Real-time ROI tracking
  • Integrated trading functionality

…Token Metrics helps you act fast and stay ahead of the crowd.

Let’s walk through exactly how to use Token Metrics to find the next 100x cryptocurrency.

How to Use Token Metrics to Find Moonshots

Here’s a step-by-step guide to using Token Metrics’ Moonshot system to uncover high-potential altcoins.

âś… Step 1: Go to the Ratings Page

Once logged into the Token Metrics platform:

  • Navigate to the “Ratings” tab from the main dashboard.
  • This section ranks thousands of cryptocurrencies based on AI-calculated Trader Grade and Investor Grade.

Trader Grade is especially important for short-term breakout potential—it reflects the strength of a token’s momentum and technical setup.

✅ Step 2: Click on the “Moonshots” Tab

In the Ratings interface:

  • Click the “Moonshots” tab at the top.
  • This filters the token list to show only those identified as moonshot candidates by Token Metrics’ AI models.

These tokens are selected using proprietary algorithms that scan for:

  • Sudden volume surges
  • Rising trader grades
  • Favorable technical and social signals
  • Market cap anomalies

These are the coins flying just below the radar—with massive breakout potential.

âś… Step 3: Review Key Metrics

Each token in the Moonshots tab includes real-time, high-signal data to guide your decision-making:

  • Trader Grade: How strong is this token’s short-term setup?
  • Change in Trader Grade: Is momentum building?
  • 24-Hour Volume: Is there growing interest or liquidity?
  • Market Cap: The smaller the cap, the more upside (and risk).
  • Date of Entry: When was this token added to the Moonshots list?
  • Live ROI Since Moonshot: Has the token already moved—or is it still early?

You can also switch to Past Moonshots to see historical performance. Many past Moonshots have shown gains of 3x–20x within days of being listed.

âś… Step 4: Choose a Token to Explore

Click on any token from the Moonshots list to open its Token Details Page.

Here’s what you’ll find:

  • Live charts with technical indicators
  • Token fundamentals like supply, utility, and project roadmap
  • Top holder data to spot whales or early VC involvement
  • Sentiment scores and momentum shifts

This is where you do your research. Look for projects with:

  • Increasing community engagement
  • Clear narratives (e.g., AI, DePIN, meme, Layer 2)
  • Early whale accumulation
  • Undiscovered by influencers or major Twitter accounts

âś… Step 5: Buy in Seconds

Once you’ve found a token you like:

  • Hit the “Buy” button right from the Moonshots interface.
  • A swap widget will open inside Token Metrics.
  • Connect your wallet and execute the trade within seconds—no need to leave the platform.

This frictionless experience allows you to act immediately before the market catches on.

Pro Tips for Moonshot Hunting

Finding the next 100x crypto is part art, part science. Here are a few tips to sharpen your strategy:

  • Don’t Chase Pumps: Look for tokens with fresh momentum, not ones that are already up 500%.
  • Use On-Chain Data: Look for early accumulation, token holder growth, and low exchange balances.
  • Diversify: Don’t go all in on a single moonshot—spread risk across 3–5 plays.
  • Set Targets: Know your entry and exit strategy. Moonshots can reverse fast.

Final Thoughts

The next 100x altcoin won’t look obvious at first. It will likely be a small-cap token with limited press, an emerging narrative, and strong community energy.

By combining smart research, disciplined entries, and tools like Token Metrics Moonshots, you give yourself a major edge in spotting breakout coins before the explosion.

So stop guessing. Start using AI-powered insights to track moonshots, monitor early signals, and make informed trades that could change your portfolio—and your life.

🎯 Try Token Metrics now and unlock the Moonshots tab.
Visit: www.tokenmetrics.com

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