Crypto Basics

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
MIN

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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Python Quick-Start with Token Metrics: The Ultimate Crypto Price API

Token Metrics Team
10 min
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If you’re a Python developer looking to build smarter crypto apps, bots, or dashboards, you need two things: reliable data and AI-powered insights. The Token Metrics API gives you both. In this tutorial, we’ll show you how to quickly get started using Token Metrics as your Python crypto price API, including how to authenticate, install the SDK, and run your first request in minutes.

Whether you’re pulling live market data, integrating Trader Grades into your trading strategy, or backtesting with OHLCV data, this guide has you covered.

🚀 Quick Setup for Developers in a Hurry

Install the official Token Metrics Python SDK:

pip install tokenmetrics

Or if you prefer working with requests directly, no problem. We’ll show both methods below.

🔑 Step 1: Generate Your API Key

Before anything else, you’ll need a Token Metrics account.

  1. Go to app.tokenmetrics.com/en/api
  2. Log in and navigate to the API Keys Dashboard
  3. Click Generate API Key
  4. Name your key (e.g., “Development”, “Production”)
  5. Copy it immediately — keep it secret.

You can monitor usage, rate limits, and quotas right from the dashboard. Track each key’s status, last used date, and revoke access at any time.

📈 Step 2: Retrieve Crypto Prices in Python

Here’s a simple example to fetch the latest price data for Ethereum (ETH):

import requests

API_KEY = "YOUR_API_KEY"

headers = {"x-api-key": API_KEY}

url = "https://api.tokenmetrics.com/v2/daily-ohlcv?symbol=ETH&startDate=<YYYY-MM-DD>&endDate=<YYYY-MM-DD>"

response = requests.get(url, headers=headers)

data = response.json()

for candle in data['data']:

    print(f"Date: {candle['DATE']} | Close: ${candle['CLOSE']}")

You now have a working python crypto price API pipeline. Customize startDate or endDate to get specific range of historical data.

📊 Add AI-Powered Trader Grades

Token Metrics’ secret sauce is its AI-driven token ratings. Here’s how to access Trader Grades for ETH:

grade_url = "https://api.tokenmetrics.com/v2/trader-grades?symbol=ETH&limit=30d"

grades = requests.get(grade_url, headers=headers).json()['data']

for day in grades:

    print(f"{day['DATE']} — Trader Grade: {day['TA_GRADE']}")

Use this data to automate trading logic (e.g., enter trades when Grade > 85) or overlay on charts.

🔁 Combine Data for Backtesting

Want to test a strategy? Merge OHLCV and Trader Grades for any token:

import pandas as pd

ohlcv_df = pd.DataFrame(data['data'])

grades_df = pd.DataFrame(grades)

combined_df = pd.merge(ohlcv_df, grades_df, on="DATE")

print(combined_df.head())

Now you can run simulations, build analytics dashboards, or train your own models.

⚙️ Endpoint Coverage for Python Devs

  • /daily-ohlcv: Historical price data
  • /trader-grades: AI signal grades (0–100)
  • /trading-signals: Bullish/Bearish signals for short and long positions.
  • /sentiment: AI-modeled sentiment scores
  • /tmai: Ask questions in plain English

All endpoints return structured JSON and can be queried via requests, axios, or any modern client.

🧠 Developer Tips

  • Each request = 1 credit (tracked in real time)
  • Rate limits depend on your plan (Free = 1 req/min)
  • Use the API Usage Dashboard to monitor and optimize
  • Free plan = 5,000 calls/month — perfect for testing and building MVPs

💸 Bonus: Save 35% with $TMAI

You can reduce your API bill by up to 35% by staking and paying with Token Metrics’ native token, $TMAI. Available via the settings → payments page.

🌐 Final Thoughts

If you're searching for the best python crypto price API with more than just price data, Token Metrics is the ultimate choice. It combines market data with proprietary AI intelligence, trader/investor grades, sentiment scores, and backtest-ready endpoints—all in one platform.

✅ Real-time & historical data
✅ RESTful endpoints
✅ Python-ready SDKs and docs
✅ Free plan to start building today

Start building today → tokenmetrics.com/api

Looking for SDK docs? Explore the full Python Quick Start Guide

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Crypto API to Google Sheets in 5 Minutes: How to Use Token Metrics API with Apps Script

Token Metrics Team
6 min
MIN

If you're a trader, data analyst, or crypto enthusiast, chances are you've wanted to pull live crypto data directly into Google Sheets. Whether you're tracking prices, building custom dashboards, or backtesting strategies, having real-time data at your fingertips can give you an edge.

In this guide, we'll show you how to integrate the Token Metrics API — a powerful crypto API with free access to AI-powered signals — directly into Google Sheets in under 5 minutes using Google Apps Script.

📌 Why Use Google Sheets for Crypto Data?

Google Sheets is a flexible, cloud-based spreadsheet that:

  • Requires no coding to visualize data
  • Can be shared and updated in real time
  • Offers formulas, charts, and conditional formatting
  • Supports live API connections with Apps Script

When combined with the Token Metrics API, it becomes a powerful dashboard that updates live with Trader Grades, Bull/Bear Signals, historical OHLCV data, and more.

🚀 What Is Token Metrics API?

The Token Metrics API provides real-time and historical crypto data powered by AI. It includes:

  • Trader Grade: A score from 0 to 100 showing bullish/bearish potential
  • Bull/Bear Signal: A binary signal showing market direction
  • OHLCV: Open-High-Low-Close-Volume price history
  • Token Metadata: Symbol, name, category, market cap, and more

The best part? The free Basic Plan includes:

  • 5,000 API calls/month
  • Access to core endpoints
  • Hourly data refresh
  • No credit card required

👉 Sign up for free here

🛠️ What You’ll Need

  • A free Token Metrics API key
  • A Google account
  • Basic familiarity with Google Sheets

⚙️ How to Connect Token Metrics API to Google Sheets

Here’s how to get live AI-powered crypto data into Sheets using Google Apps Script.

🔑 Step 1: Generate Your API Key

  1. Visit: https://app.tokenmetrics.com/en/api
  2. Click “Generate API Key”
  3. Copy it — you’ll use this in the script

📄 Step 2: Create a New Google Sheet

  1. Go to Google Sheets
  2. Create a new spreadsheet
  3. Click Extensions > Apps Script

💻 Step 3: Paste This Apps Script

const TOKEN_METRICS_API_KEY = 'YOUR_API_KEY_HERE';

async function getTraderGrade(symbol) {

  const url = `https://api.tokenmetrics.com/v2/trader-grades?symbol=${symbol.toUpperCase()}`;

  const options = {

    method: 'GET',

    contentType: 'application/json',

    headers: {

      'accept': 'application/json',

      'x-api-key': TOKEN_METRICS_API_KEY,

    },

    muteHttpExceptions: true

  };

  

  const response = UrlFetchApp.fetch(url, options);

  const data = JSON.parse(response.getContentText() || "{}")

  

  if (data.success && data.data.length) {

    const coin = data.data[0];

    return [

      coin.TOKEN_NAME,

      coin.TOKEN_SYMBOL,

      coin.TA_GRADE,

      coin.DATE

    ];

  } else {

    return ['No data', '-', '-', '-'];

  }

}

async function getSheetData() {

  const sheet = SpreadsheetApp.getActiveSpreadsheet().getActiveSheet();

  const symbols = sheet.getRange('A2:A').getValues().flat().filter(Boolean);

  const results = [];

  results.push(['Name', 'Symbol', 'Trader Grade', 'Date']);

  for (const symbol of symbols) {

    if (symbol) {

      const row = await getTraderGrade(symbol);

      results.push(row);

    }

  }

  sheet.getRange(2, 2, results.length, results[0].length).setValues(results);

}

🧪 Step 4: Run the Script

  1. Replace 'YOUR_API_KEY_HERE' with your real API key.
  2. Save the project as TokenMetricsCryptoAPI.
  3. In your sheet, enter a list of symbols (e.g., BTC, ETH, SOL) in Column A.
  4. Go to the script editor and run getSheetData() from the dropdown menu.

Note: The first time, Google will ask for permission to access the script.

✅ Step 5: View Your Live Data

After the script runs, you’ll see:

  • Coin name and symbol
  • Trader Grade (0–100)
  • Timestamp

You can now:

  • Sort by Trader Grade
  • Add charts and pivot tables
  • Schedule automatic updates with triggers (e.g., every hour)

🧠 Why Token Metrics API Is Ideal for Google Sheets Users

Unlike basic price APIs, Token Metrics offers AI-driven metrics that help you:

  • Anticipate price action before it happens
  • Build signal-based dashboards or alerts
  • Validate strategies against historical signals
  • Keep your data fresh with hourly updates

And all of this starts for free.

🏗️ Next Steps: Expand Your Sheet

Here’s what else you can build:

  • A portfolio tracker that pulls your top coins’ grades
  • A sentiment dashboard using historical OHLCV
  • A custom screener that filters coins by Trader Grade > 80
  • A Telegram alert system triggered by Sheets + Apps Script + Webhooks

You can also upgrade to the Advanced Plan to unlock 21 endpoints including:

  • Investor Grades
  • Smart Indices
  • Sentiment Metrics
  • Quantitative AI reports
  • 60x API speed

🔐 Security Tip

Never share your API key in a public Google Sheet. Use script-level access and keep the sheet private unless required.

🧩 How-To Schema Markup (for SEO)

{

  "@context": "https://schema.org",

  "@type": "HowTo",

  "name": "Crypto API to Google Sheets in 5 Minutes",

  "description": "Learn how to connect the Token Metrics crypto API to Google Sheets using Google Apps Script and get real-time AI-powered signals and prices.",

  "totalTime": "PT5M",

  "supply": [

    {

      "@type": "HowToSupply",

      "name": "Google Sheets"

    },

    {

      "@type": "HowToSupply",

      "name": "Token Metrics API Key"

    }

  ],

  "tool": [

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      "name": "Google Apps Script"

    }

  ],

  "step": [

    {

      "@type": "HowToStep",

      "name": "Get Your API Key",

      "text": "Sign up at Token Metrics and generate your API key from the API dashboard."

    },

    {

      "@type": "HowToStep",

      "name": "Create a New Google Sheet",

      "text": "Open a new sheet and list crypto symbols in column A."

    },

    {

      "@type": "HowToStep",

      "name": "Add Apps Script",

      "text": "Go to Extensions > Apps Script and paste the provided code, replacing your API key."

    },

    {

      "@type": "HowToStep",

      "name": "Run the Script",

      "text": "Execute the getSheetData function to pull data into the sheet."

    }

  ]

}

✍️ Final Thoughts

If you're serious about crypto trading or app development, integrating live market signals into your workflow can be a game-changer. With the Token Metrics API, you can get institutional-grade AI signals — right inside Google Sheets.

This setup is simple, fast, and completely free to start. Try it today and unlock a smarter way to trade and build in crypto.

👉 Get Your API Key & Start for Free

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🚀Put Your $TMAI to Work: Daily Rewards, No Locks, Up To 200% APR.

Token Metrics Team
5 min
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