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NFT Scams - 7 Simple Ways to Stay Protected

Learn everything about NFT scams and discover 7 ways to protect yourself in this descriptive guide.
Token Metrics Team
13 Minutes
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NFTs, or non-fungible tokens, have gained immense popularity in recent years. These digital assets provide a unique way to buy, sell, and trade digital art, collectibles, and other virtual items. 

However, as with any rapidly growing market, the rise of NFTs has also attracted scammers looking to take advantage of unsuspecting individuals. 

In this article, we will explore the topic of NFT scams and provide you with 7 simple ways to stay protected in this exciting but potentially risky landscape.

What are NFT Scams?

NFT scams are fraudulent activities that exploit the popularity of non-fungible tokens. These scams involve the sale of fake or low-value NFTs, deceiving buyers into investing in worthless digital assets. 

Scammers impersonate artists or celebrities, taking advantage of the unregulated nature of the NFT market. They may also use phishing attacks to steal funds or access NFT wallets. 

To protect themselves, investors should research and verify the authenticity of NFT projects, artists, and platforms before making any purchases or transactions.

10 Most Common NFT Scams

Here is the list of 10 common NFT scams -

1. Fake Artwork and Counterfeit NFTs

One of the most common NFT scams involves the creation and sale of fake artwork or counterfeit NFTs. Scammers may replicate popular digital art pieces or create entirely new ones, passing them off as original and valuable. Unsuspecting buyers may end up paying large sums of money for worthless or stolen artwork.

To protect yourself, it's essential to verify the authenticity of the artwork and the NFT before making a purchase. Research the artist, check for any previous sales or exhibitions, and look for reputable marketplaces or platforms that authenticate the NFTs they list.

2. Rug-Pull Scams

A rug-pull is a fraudulent scheme in which developers generate hype, excitement and anticipation for an NFT (non-fungible token), only to abruptly abandon the project and abscond with a substantial amount of funds raised from investors. 

These unscrupulous developers often leverage social media platforms to establish trust and create a buzz around their NFT, while patiently awaiting a surge of investor contributions. 

However, as soon as they accumulate a sufficient sum, they abruptly terminate the entire venture and disappear with the amassed funds.

3. Phishing and Impersonation Scams

Phishing and impersonation scams are prevalent in the NFT space. Scammers may create fake websites or social media accounts that closely resemble legitimate NFT marketplaces or artists' profiles. They lure unsuspecting individuals into providing their private keys or personal information, which can lead to the theft of their digital assets.

Always double-check the website URL and ensure you are visiting the official platform. Be cautious of unsolicited messages or emails asking for personal information or private keys. Legitimate NFT marketplaces will never ask for your private keys or passwords.

4. Bidding Scams

Bidding frauds frequently occur in the secondary market when attempting to sell your NFT. Once you list your NFT for sale, scammers strategically place the highest bid, tempting you to finalize the transaction with them. 

However, these deceptive individuals can surreptitiously alter the cryptocurrency used for bidding, unbeknownst to you.

To safeguard yourself from falling victim to such scams, it is important to consistently verify the cryptocurrency you are being paid with.

5. Pump and Dump NFT Schemes

Pump and dump schemes are not unique to NFTs but have made their way into the market. In these schemes, scammers artificially inflate the price of a particular NFT by creating hype and promoting it heavily. 

Once the price reaches a peak, the scammers sell their holdings, causing the value to plummet and leaving unsuspecting buyers with significant losses.

Be wary of sudden spikes in the price of an NFT and do thorough research before making an investment. Avoid jumping on the bandwagon without understanding the true value of the asset.

6. NFT Airdrop Scams

Airdrop frauds involve scammers who distribute free NFT giveaways through social media platforms. Once users visit the provided link, scammers request them to agree to the specified "terms and conditions." 

Additionally, they encourage users to share the message or tweet with others. Once the link is clicked, users are prompted to connect their MetaMask wallet credentials to claim the offered prize. 

The credentials entered by users will be stored in the scammers' system. Consequently, the scammers will gain unauthorized access to the user's MetaMask library, enabling them to easily pilfer their assets.

7. Customer Support NFT scams

Customer support scams are unfortunately a common occurrence across various industries. Fraudulent individuals exploit NFT holders by obtaining their contact details through platforms like Discord, Telegram, or Reddit, and then carry out deceptive NFT schemes.

These scammers adopt false personas by creating convincing profiles on legitimate-looking websites. Posing as technical staff from reputable marketplaces, they attempt to manipulate users with enticing offers. 

In some cases, these fraudsters even pretend to assist in resolving issues, cunningly extracting sensitive information from unsuspecting consumers.

If you fall prey to their deception and become convinced, these imposters will request your digital collectible's credentials and other sensitive data. Regrettably, once you provide this information, your NFT assets will be stolen by these scammers.

8. Ponzi and Pyramid Schemes

Ponzi and pyramid schemes have also found their way into the NFT space. Scammers promise high returns to early investors by recruiting new participants into the scheme. 

These schemes rely on a constant influx of new investors' money to pay off previous investors. Eventually, the scheme collapses, leaving the majority of participants with substantial financial losses.

9. Unverified Platforms and Marketplaces

The rapid growth of the NFT market has led to the emergence of numerous platforms and marketplaces. While many of these platforms are legitimate and reputable, some may be unverified or poorly regulated. 

Scammers can take advantage of these unverified platforms to list counterfeit or non-existent NFTs, deceiving buyers and making a quick profit.

Before engaging with a new platform or marketplace, do thorough research to ensure it has a solid reputation and positive user reviews. 

Look for platforms that have implemented security measures such as KYC (Know Your Customer) procedures and offer escrow services to protect buyers and sellers.

10. Front Running and Insider Trading

Front-running and insider trading are practices commonly associated with traditional financial markets. However, they can also occur in the NFT space. 

Front-running involves purchasing an NFT ahead of a known event or announcement, with the intention of selling it at a higher price once the news is made public. 

Insider trading occurs when individuals have access to non-public information about upcoming releases or collaborations and use that information to gain an unfair advantage.

To protect yourself from front-running and insider trading, be cautious of unusually timed sales or rapid price increases ahead of significant announcements. Stick to reputable platforms and marketplaces that have policies in place to prevent these practices.

7 Simple Ways to Stay Protected from NFT Scams

In order to effectively recognize and safeguard yourself against NFT scams, it is crucial to have a comprehensive understanding of their nature and tactics. 

By familiarizing yourself with the following information, you will be better equipped to spot and protect yourself from potential fraudulent activities in the NFT space.

NFT scams
Image Source - https://stackbrowser.com/blog/are-nfts-scams

1. Research Before You Buy - When considering purchasing an NFT, thorough research is crucial. Take the time to investigate the project, the artist or creator behind it, and the authenticity of the artwork or collectible. 

Look for reputable sources of information such as the artist's website, social media profiles, or reliable NFT marketplaces. Verify the history and reputation of the artist, and ensure that the project has a solid track record before making a purchase.

2. Stick to Established Marketplaces - To minimize the risk of falling victim to an NFT scam, it's advisable to stick to established and reputable NFT marketplaces. 

Platforms such as OpenSea, Rarible, and SuperRare have established themselves as trustworthy platforms in the NFT space. 

These marketplaces have implemented security measures to protect buyers and sellers, making them a safer option compared to lesser-known platforms.

3. Be Wary of Unrealistic Promises - If an NFT project promises extravagant returns or guarantees that seem too good to be true, exercise caution.

Scammers often lure unsuspecting individuals with promises of quick profits or exclusive deals. Remember that NFT investments, like any other form of investment, come with risks. 

Be skeptical of projects that make unrealistic claims and always do your due diligence before committing your funds.

4. Double-Check URLs and Wallet Addresses - Phishing attacks are common in the NFT space. Scammers may attempt to trick you into visiting fake websites or sending funds to fraudulent wallet addresses. 

Always double-check the URLs of websites you visit and ensure that they are legitimate. Verify wallet addresses with multiple sources before making any transactions. Be vigilant and cautious when interacting with unfamiliar links or addresses.

5. Utilize Security Measures - Protecting your digital assets is crucial in the world of NFTs. Utilize security measures such as two-factor authentication (2FA) to add an extra layer of protection to your NFT marketplace accounts. 

Enable 2FA on platforms that offer this feature to prevent unauthorized access to your account. Additionally, consider using a hardware wallet or a secure software wallet to store your NFTs offline and protect them from potential hacks or thefts.

6. Educate Yourself on Smart Contracts - Smart contracts play a significant role in the NFT ecosystem. These self-executing contracts govern the ownership, transfer, and conditions of NFT transactions. It's essential to educate yourself on how smart contracts work and understand the terms and conditions embedded within them. 

Familiarize yourself with the contract's code and ensure that it is audited by reputable third-party firms. By understanding the underlying smart contract, you can better assess the legitimacy and security of the NFT project.

7. Stay Informed and Trust Your Instincts - Staying informed about the latest trends, news, and developments in the NFT space is vital to staying protected. 

Follow reliable sources, join NFT communities, and engage with experienced collectors and artists. By staying informed, you can spot potential red flags, identify emerging scams, and make more informed decisions. 

Trust your instincts and if something feels off or too good to be true, it's better to err on the side of caution.

Also Read - NFT Rarity - What it Means and How to Calculate it?

How NFT Scams Affect the NFT Space?

The prevalence of NFT scams has far-reaching consequences for the NFT space and its stakeholders. Let's explore some of the key impacts:

Loss of Trust and Credibility - NFT scams erode trust and credibility within the NFT community. When investors and collectors fall victim to scams, they become hesitant to participate further, leading to a loss of confidence in the market as a whole. 

The lack of trust can hinder the growth and adoption of NFTs, limiting their potential as a legitimate asset class.

Financial Losses for Investors - NFT scams often result in significant financial losses for investors. Whether through Ponzi schemes, fake art purchases, or pump and dump schemes, individuals can lose substantial amounts of money. 

These losses not only impact the victims directly but also create a negative perception of NFT investments among potential participants.

Damage to Artists and Creators - NFT scams also harm artists and creators in several ways. When scammers plagiarize or counterfeit their work, it undermines their artistic integrity and can lead to financial losses. 

Additionally, the association of scams with the NFT space may discourage genuine artists from embracing NFTs as a platform for showcasing and monetizing their creations.

Examples of NFT Scams

These are few real examples of NFT scams in history

The Beeple's NFT Controversy - One notable example of an NFT scam involves the controversial artist Beeple. In 2021, Beeple's artwork titled "Everydays: The First 5000 Days" was sold for a staggering amount through a major NFT marketplace. 

However, it was later revealed that the buyer was associated with the artist himself, raising concerns about market manipulation and the legitimacy of the sale.

The Rarible Rugging Incident - Rarible, a popular NFT marketplace, experienced a rug pull incident in which scammers exploited a vulnerability in the platform's smart contract. 

By creating fake NFT listings and manipulating the bidding process, the scammers were able to defraud unsuspecting users, resulting in substantial financial losses.

Frequently Asked Questions

Q1. Are all NFTs scams?

No, not all NFTs are scams. NFTs provide a legitimate and innovative way to buy, sell, and collect digital assets. However, there are scams in the NFT space, and it's important to be cautious and conduct thorough research before making any transactions.

Q2. Can I get my money back if I fall victim to an NFT scam?

Unfortunately, it can be challenging to recover funds lost to NFT scams. Blockchain transactions are often irreversible, and scammers may take measures to remain anonymous.

This is why it's crucial to follow the preventive measures outlined in this article and exercise caution when participating in the NFT market.

Q3. How can I verify the authenticity of an NFT?

Verifying the authenticity of an NFT can be done through various means. Check the reputation and history of the artist or creator, look for official verification badges on marketplaces, and review the project's documentation. Some artists may also provide certificates of authenticity or proof of ownership.

Q4. What should I do if I suspect an NFT scam?

If you suspect an NFT scam, report it to the relevant marketplace or platform immediately. Provide all necessary information and evidence to support your claim. Additionally, consider reporting the scam to appropriate authorities or regulatory bodies to help protect others from falling victim.

Q5. Can I protect my NFTs from being stolen?

While no security measure can guarantee 100% protection, you can take steps to secure your NFTs. Use strong, unique passwords for your accounts, enable 2FA, and consider storing your NFTs in a hardware wallet or secure software wallet. Stay vigilant and regularly update your security practices.

Q6. Are there any regulations governing NFTs?

The regulatory landscape surrounding NFTs is still developing. Different countries may have varying regulations or guidelines concerning NFTs. 

It's essential to stay informed about the legal and regulatory implications of participating in the NFT market within your jurisdiction.

Final Thoughts

As the NFT market continues to expand, it is crucial to remain vigilant and informed about the various scams that exist. By understanding the most common NFT scams and taking proactive measures to protect yourself, you can confidently navigate this exciting digital landscape. 

Remember to verify the authenticity of NFTs, be cautious of phishing attempts, research before investing, and use reputable platforms. Stay informed and trust your instincts when engaging in the world of NFTs.

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

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Recent Posts

Research

Regime Switching Explained: Why Smart Crypto Indices Move to Stablecoins

Token Metrics Team
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The best trade in crypto isn't always a trade—sometimes it's knowing when to step aside. While traditional indices force you to ride every crash from peak to bottom, regime-switching indices take a smarter approach: participate when conditions warrant, preserve capital when they don't. This systematic method of moving between crypto exposure and stablecoins has become the defining feature of next-generation index products, with Token Metrics leading the implementation through data-driven market signals.

What Is Regime Switching?

Regime switching is a systematic investment approach that classifies market conditions into distinct states—typically "bullish" and "bearish"—then adjusts portfolio positioning accordingly. Unlike static indices that maintain constant exposure regardless of conditions, regime-switching strategies dynamically allocate between risk assets and defensive positions based on quantifiable signals.

In practice for crypto indices:

This isn't emotional market timing or gut-feel trading. It's rules-based risk management following consistent, transparent criteria. The decision to switch regimes comes from systematic signals, not fear or greed.

The Traditional Index Problem

Standard crypto indices like market-cap weighted baskets operate on a simple premise: buy the universe, hold forever, rebalance periodically. This works well in prolonged bull markets but fails catastrophically during extended bear cycles.

Real performance data illustrates the problem:

Net result: Investors who bought January 2021 and held through December 2022 saw minimal net gains despite experiencing a massive bull run. The issue isn't the bull market capture—traditional indices do fine when prices rise. The problem is forced participation during catastrophic drawdowns that destroy years of gains in months. A 75% drawdown requires a 300% gain just to break even.

Research across historical crypto cycles shows that systematic regime-switching approaches have historically reduced maximum drawdowns by 40-60% while capturing 70-85% of bull market upside—a compelling risk-adjusted return profile that buy-and-hold cannot match.

Why Stablecoins, Not Cash?

Regime-switching crypto indices face a unique constraint: they operate on-chain and must maintain 24/7 liquidity for instant redeployment. This makes stablecoins the optimal defensive asset for several critical reasons:

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The Signal Behind the Switch

The most critical component of regime-switching isn't the mechanism—it's the signal that triggers the switch. Token Metrics has built its reputation as a leading crypto analytics platform by developing sophisticated, data-driven market intelligence relied upon by over 50,000 traders and investors daily.

Token Metrics' Market Regime Detection employs a proprietary multi-factor model analyzing:

This synthesis results in a probabilistic assessment: whether the environment is bullish enough to risk capital or bearish enough to prioritize preservation.

Transparency is maintained by displaying current regime signals in real-time via visual market gauges, while proprietary model parameters and thresholds remain confidential to prevent strategic front-running.

Real Performance: When Regime Switching Matters Most

Regime-switching strategies excel during major bear markets that erode traditional portfolios:

Starting with $100,000 in November 2021, buy-and-hold would result in approximately $89,000 after recovering from -73%. The regime approach, with smaller drawdowns and better upside capture, could have grown the portfolio to around $152,000, emphasizing how avoiding large losses compounds benefits over time.

Implementation: How TM Global 100 Executes Switches

The TM Global 100 index automates regime switching with simplicity and transparency:

User Experience

Behind the Scenes

When signals turn bearish, the index:

Reversal when signals turn bullish follows the same systematic process.

The Cost of Switching

Every regime transition incurs costs:

Token Metrics estimates costs at approximately 0.8-1.5% per full switch, which becomes cost-effective when signals reliably avoid large drawdowns. Frequent whipsaws are mitigated by the model's stability factors, and projected costs are shown upfront for transparency.

Decision Framework: Is Regime Switching Right for You?

Consider regime switching if you:

Alternatively, if you have long-term horizons, believe markets are fully efficient, or prefer a buy-and-hold strategy, it might not suit you. Both approaches have their merits, but regime switching offers a balanced risk-adjusted profile for volatile crypto markets.

Where Research Meets Execution

Token Metrics has established itself as a leading crypto analytics platform by providing:

However, research alone isn't enough. The TM Global 100 index closes the gap between signal generation and automated execution—applying sophisticated regime logic seamlessly, enabling users to act on data-driven insights instantly with transparency and confidence.

Conclusion: Discipline Over Emotion

Regime switching removes emotional decision-making—often the hardest part of crypto investing. It systematically guides investors to participate during bull runs, protect capital during downturns, and avoid knee-jerk reactions to market volatility. This disciplined approach helps to sustain long-term growth while minimizing the pain of large drawdowns, demonstrating the evolution of systematic crypto investment strategies.

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Why Manual Crypto Portfolio Management Is Costing You Money (And Time)

Token Metrics Team
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You're tracking 50+ tokens across three exchanges, updating your rebalancing spreadsheet every weekend, and second-guessing every exit decision at 2 AM. Sound familiar? Manual crypto portfolio management isn't just exhausting—it's expensive. Between missed rebalances, execution drag, and behavioral mistakes during volatility, DIY portfolio management quietly erodes returns before you see any market gains.

The data tells the story: investors who manually manage diversified crypto portfolios typically underperform comparable automated strategies by 12-18% annually, with 60% of that gap coming from operational inefficiency rather than market timing. If you're spending 10+ hours weekly maintaining positions, those hours have a cost—and it's higher than you think.

The Hidden Costs Destroying Your Returns

Time Drain: The 500-Hour Tax

Managing a diversified crypto portfolio demands constant vigilance. For investors holding 20+ positions, the weekly time investment breaks down to approximately:

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  • Rebalancing calculations: 2-3 hours determining optimal weights and required trades
  • Order execution: 3-5 hours placing trades across multiple platforms
  • Record keeping: 1-2 hours logging transactions for tax reporting
  • Research updates: 3-5 hours staying current on project developments

That's 14-23 hours weekly, or 728-1,196 hours annually. At a conservative $50/hour opportunity cost, you're spending $36,400-$59,800 in time value maintaining your portfolio. Even if you value your time at minimum wage, that's still $10,000+ in annual "sweat equity" that automated solutions eliminate.

Execution Drag: Death by a Thousand Trades

Small trades erode portfolios through accumulated friction. Every manual rebalance across a 50-token portfolio requires dozens of individual transactions, each incurring:

  • Trading fees: 0.1-0.5% per trade (average 0.25%)
  • Bid-ask spreads: 0.2-0.8% depending on liquidity
  • Slippage: 0.3-1.2% on smaller cap tokens
  • Gas fees: $2-50 per transaction depending on network congestion

For a $100,000 portfolio rebalanced monthly with 40 trades per rebalance, the costs add up:

  • Average cost per trade: ~$100
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  • Annual execution drag: $48,000 (48% of portfolio value)

The smaller your individual trades, the worse the ratio becomes. A $500 rebalancing trade on a low-liquidity altcoin might pay $25 in fees—a 5% instant loss before any price movement.

Automated indices solve this. TM Global 100, Token Metrics' rules-based index, consolidates 100 individual positions into a single transaction at purchase, with weekly rebalances executed through optimized smart contract batching. Users typically save 3-7% annually in execution costs alone compared to manual approaches.

Behavioral Mistakes: Your Worst Enemy Is in the Mirror

Market psychology research shows that manual portfolio managers tend to make predictable, costly mistakes:

  • Panic selling during drawdowns: When Bitcoin drops 25% in a week, can you stick to your exit rules? Many override their plans during high volatility, often selling near local bottoms.
  • FOMO buying at peaks: Tokens up 300% in a week attract chase behavior, with managers entering after the movement is mostly over.
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Token Metrics' systematic approach removes emotion from the equation. The TM Global 100 Index follows a transparent ruleset: hold the top 100 tokens by market cap during bullish phases, shift to stablecoins during bearish cycles, and rebalance weekly—eliminating emotional override and procrastination.

Missed Rebalances: Drifting Out of Position

Market cap rankings shift constantly. A token ranked #73 on Monday might hit #95 by Friday, or surge to #58. Without systematic rebalancing, your portfolio becomes a collection of recent winners or dumpers.

In Q3 2024, Solana ecosystem tokens surged while Ethereum DeFi tokens consolidated. Manual managers who missed weekly rebalances held too much ETH and insufficient SOL exposure. The result: 15-20% underperformance compared to systematically rebalanced portfolios. Data from Token Metrics shows that weekly rebalancing outperforms monthly or quarterly approaches by 8-12% annually.

Tax Reporting Nightmares

Every trade creates a taxable event. Manual managers executing over 200 trades yearly face:

  • Hours spent compiling transaction logs
  • Reconciliation across multiple exchanges
  • Cost-basis tracking for numerous lots
  • High professional accounting fees ($500-2,000+)

Automated solutions like Token Metrics provide transparent transaction logs for each rebalance, simplifying tax reporting and reducing accounting costs.

The Token Metrics Advantage: Research Meets Execution

Token Metrics has established itself as a leading crypto analytics platform, supporting over 50,000 users with AI-powered token ratings, market regime detection, portfolio optimization tools, and trading signals. But analysis alone isn't enough—implementation is crucial.

TM Global 100 Index bridges this gap. It turns research into actionable, tradeable products by automating rebalancing based on Token Metrics' signals and methodology. One click replaces hours of manual work, following a validated systematic approach.

Automation Without Compromise

The best automation is transparent. TM Global 100 offers:

  • Rules-Based Discipline: Bull markets—hold top 100 tokens; bear markets—move to stablecoins
  • Weekly rebalancing every Monday
  • Full methodology disclosure
  • One-Click execution via embedded self-custodial wallet
  • Real-time market insights and holdings visualization
  • Transaction logs with fees and timestamps

This streamlined process allows users to rapidly execute disciplined rebalancing, saving countless hours and increasing operational efficiency while maintaining asset control.

Decision Framework: When to Automate

Automation suits investors who:

  • Hold 15+ tokens and find rebalancing burdensome
  • Miss optimal rebalancing windows due to time constraints
  • Have experienced emotional trading decisions during volatility
  • Spend over 5 hours a week on portfolio management
  • Want broad exposure without manual tracking

Manual management may be suitable for those with fewer positions, active trading infrastructure, or tactical strategies. For most diversified portfolios, automation enhances efficiency and reduces operational errors.

The Compound Effect of Efficiency

Small inefficiencies compound over time. Over five years, a $50,000 portfolio managed manually with a 12% annual return minus 4-2-1% losses yields roughly a 5% net return, ending at about $63,814. A systematic approach with optimizer integration, zero behavioral errors, and regular rebalancing can attain a 13% net return, reaching approximately $92,246—an increase of over $28,000, not counting time saved.

Conclusion: Time Back, Returns Up

Manual crypto portfolio management made sense when portfolios were small and concentrated. Today’s diversified sets require operational discipline to prevent erosion of returns due to execution drag, missed rebalances, and emotional mistakes. Token Metrics built TM Global 100 to turn research into automated, transparent execution, reclaim your time, and boost portfolio discipline—without sacrificing control.

Research

Moonshots API: Discover Breakout Tokens Before the Crowd

Token Metrics Team
5

The biggest gains in crypto rarely come from the majors. They come from Moonshots—fast-moving tokens with breakout potential. The Moonshots API surfaces these candidates programmatically so you can rank, alert, and act inside your product. In this guide, you’ll call /v2/moonshots, display a high-signal list with TM Grade and Bullish tags, and wire it into bots, dashboards, or screeners in minutes. Start by grabbing your key at Get API Key, then Run Hello-TM and Clone a Template to ship fast.

What You’ll Build in 2 Minutes

Why This Matters

Discovery that converts. Users want more than price tickers, they want a curated, explainable list of high-potential tokens. The Moonshots API encapsulates multiple signals into a short list designed for exploration, alerts, and watchlists you can monetize.

Built for builders. The endpoint returns a consistent schema with grade, signal, and context so you can immediately sort, badge, and trigger workflows. With predictable latency and clear filters, you can scale to dashboards, mobile apps, and headless bots without reinventing the discovery pipeline.

Where to Find The Moonshots API

The cURL request for the Moonshots endpoint is displayed in the top right of the API Reference. Grab it and start tapping into the potential!

How It Works (Under the Hood)

The Moonshots endpoint aggregates a set of evidence—often combining TM Grade, signal state, and momentum/volume context—into a shortlist of breakout candidates. Each row includes a symbol, grade, signal, and timestamp, plus optional reason tags for transparency.

For UX, a common pattern is: headline list → token detail where you render TM Grade (quality), Trading Signals (timing), Support/Resistance (risk placement), Quantmetrics (risk-adjusted performance), and Price Prediction scenarios. This enables users to understand why a token was flagged and how to act with risk controls.

Polling vs webhooks. Dashboards typically poll with short-TTL caching. Alerting flows use scheduled jobs or webhooks to smooth traffic and avoid duplicates. Always make notifications idempotent.

Production Checklist

Use Cases & Patterns

Next Steps

FAQs

1) What does the Moonshots API return?

A list of breakout candidates with fields such as symbol, tm_grade, signal (often Bullish/Bearish), optional reason tags, and updated_at. Use it to drive discover tabs, alerts, and watchlists.

2) How fresh is the list? What about latency/SLOs?

The endpoint targets predictable latency and timely updates for dashboards and alerts. Use short-TTL caching and queued jobs/webhooks to avoid bursty polling.

3) How do I use Moonshots in a trading workflow?

Common stack: Moonshots for discovery, Trading Signals for timing, Support/Resistance for SL/TP, Quantmetrics for sizing, and Price Prediction for scenario context. Always backtest and paper-trade first.

4) I saw results like “+241%” and a “7.5% average return.” Are these guaranteed?

No. Any historical results are illustrative and not guarantees of future performance. Markets are risky; use risk management and testing.

5) Can I filter the Moonshots list?

Yes—pass parameters like min_grade, signal, and limit (as supported) to tailor to your audience and keep pages fast.

6) Do you provide SDKs or examples?

REST works with JavaScript and Python snippets above. Docs include quickstarts, Postman collections, and templates—start with Run Hello-TM.

7) Pricing, limits, and enterprise SLAs?

Begin free and scale up. See API plans for rate limits and enterprise options.

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