Crypto Basics

Etherscan Overview – Uses, Features and Top Alternatives

Get a comprehensive overview of Etherscan, a widely-used blockchain explorer for Ethereum. Discover its various uses, key features, and explore top alternative platforms that offer similar functionalities.
Token Metrics Team
8 Minutes
MIN

Etherscan has revolutionized the way we interact with the Ethereum blockchain. With its powerful features and user-friendly interface, Etherscan provides a comprehensive overview of Ethereum transactions and smart contracts. 

Whether you're an investor, developer, or simply curious about blockchain technology, Etherscan offers valuable insights and tools to navigate the Ethereum network effectively.

In this article, we will explore the Etherscan platform by highlighting its functionalities, benefits, and we will discover the endless possibilities it unlocks for the Ethereum ecosystem. So let's start by understanding, what exactly is Etherscan?

What is Etherscan?

Etherscan is a blockchain explorer specifically designed for the Ethereum network. It was launched in 2015 by a team of blockchain enthusiasts with the goal of providing a reliable and user-friendly platform for exploring and analyzing the Ethereum network.

In simple words, Etherscan serves as a window into the Ethereum blockchain, allowing users to easily search, verify, and explore transactions, addresses, and smart contracts. Etherscan provides a user-friendly interface that simplifies the process of navigating through the vast amount of data on the Ethereum blockchain.

How does Etherscan work?

Etherscan works by providing a user-friendly interface to access and analyze blockchain data. When a user interacts with Etherscan, they can search for specific transactions, wallet addresses, or smart contracts.

To use Etherscan, just enter a public Ethereum wallet address into the search bar located at the top of the Etherscan.io homepage. By doing this, users gain access to a comprehensive list of transactions linked to that specific address.

Image Source: https://etherscan.io/

Etherscan retrieves and presents detailed information about the requested data, such as transaction status, sender and recipient addresses, gas fees, and even the associated smart contract code. This information helps users verify the validity of transactions and track the movement of tokens on the Ethereum network.

Image Source: https://etherscan.io/

Moreover, Etherscan allows users to monitor and track specific wallet addresses. By entering an address, users can view the balance, transaction history, and token holdings associated with that address. This feature enables individuals to keep a close eye on their Ethereum holdings and monitor the activity of their wallets.

How to read Etherscan?

Reading Etherscan is a straightforward process that allows users to understand and interpret the information presented on the platform. To read Etherscan effectively, users should follow these simple steps:

  1. Visit the Etherscan website at Etherscan.io.
  2. Locate the search bar at the top of the homepage.
  3. Enter the desired Ethereum wallet address or transaction hash into the search bar and click Enter to initiate the search.
  4. Review the search results, which may include transaction details, addresses involved, gas fees, and smart contract interactions.
  5. Familiarize yourself with the various sections and tabs provided on the Etherscan page, such as transaction history, token balances, and contract details.
  6. Take note of important information displayed, such as timestamps, block confirmations, and token transfers.
  7. Utilize the navigation options to explore related transactions, addresses, or smart contracts.
  8. If necessary, refer to the Etherscan documentation or community resources for further assistance or clarification.

By following these steps, users can easily read and comprehend the information displayed on Etherscan, gaining insights into Ethereum transactions, addresses, and smart contracts.

Key Features of Etherscan

Etherscan provides so many features with an intuitive interface, which makes it easy for individuals and businesses to explore the Ethereum network effortlessly. Let's delve deeper into its key features, uses and functionalities.

Transaction Tracking

Following the Footsteps of Ethereum Transactions - Etherscan's transaction tracking feature enables users to monitor and trace Ethereum transactions in real-time. 

By simply entering the transaction hash or wallet address, users can gain valuable insights into transaction details, including the sender, recipient, timestamp, gas used, and more. This feature proves invaluable for traders, investors, and businesses seeking transparency and accountability within the Ethereum ecosystem.

Smart Contract Analysis

Decoding the Power of Ethereum Smart Contracts - Ethereum's smart contracts have revolutionized industries by introducing programmable and decentralized applications. Etherscan provides a comprehensive platform for analyzing these smart contracts. 

By entering the contract address, users can explore contract details, view transaction history, and access source code. This functionality proves essential for developers and auditors, ensuring the integrity and security of smart contracts.

Account Balance and Token Holdings

Tracking Ethereum Assets - Etherscan allows users to monitor their Ethereum account balances and token holdings effortlessly. 

By simply inputting the wallet address, users can obtain an overview of their account balance, token portfolio, and transaction history. This functionality proves particularly useful for individuals managing multiple wallets and diversified token investments.

Token Tracker

Exploring the Vast Ethereum Token Ecosystem - The Ethereum blockchain is home to a vast array of tokens, each serving unique purposes within the ecosystem. 

Etherscan's Token Tracker provides a comprehensive list of ERC-20, ERC-721, and ERC-1155 tokens, allowing users to explore token details, holders, and transaction history. This feature proves valuable for investors, traders, and developers looking to gain insights into the token economy.

Event Logs

Unveiling the Details of Smart Contract Interactions - Ethereum's event logs capture important data about smart contract interactions. Etherscan allows users to explore these event logs, providing a detailed overview of contract events, their parameters, and associated transactions. 

This feature proves invaluable for developers and auditors seeking to understand the inner workings of smart contracts.

Etherscan Gas Tracker

Optimizing Ethereum Transaction Costs - Gas is the fuel that powers transactions and smart contracts on the Ethereum network. Etherscan's Gas Tracker feature enables users to monitor and analyze gas prices, ensuring optimal cost efficiency. 

By providing real-time gas data, Etherscan helps users make informed decisions regarding transaction fees and contract deployment costs.

Etherscan Alternatives

While Etherscan is a widely used and trusted blockchain explorer for the Ethereum network, there are also alternative platforms available that offer similar functionalities. 

These alternatives provide users with additional options for exploring and analyzing the Ethereum blockchain. Some notable Etherscan alternatives include:

Etherchain: Etherchain is a popular blockchain explorer that offers comprehensive transaction tracking, address monitoring, and smart contract exploration features. It provides users with detailed information about Ethereum transactions and addresses, allowing for in-depth analysis of the blockchain.

Blockchair: Blockchair is a versatile blockchain explorer that supports multiple blockchains, including Ethereum. It provides users with the ability to explore transactions, addresses, and blocks, along with advanced search options and data export capabilities.

Ethplorer: Ethplorer is a user-friendly Ethereum explorer that focuses on token analytics. It allows users to easily search for and explore ERC-20 and ERC-721 tokens, view token balances, transaction history, and token holders.

TokenView: TokenView is a comprehensive blockchain explorer that supports Ethereum and various other blockchains. It offers features such as transaction tracking, address monitoring, token analytics, and market data, providing users with a holistic view of the blockchain ecosystem.

FAQs

Q1. How can I access Etherscan?

To access Etherscan, simply navigate to etherscan.io in your web browser.

Q2. Is Etherscan a free service?

Yes, Etherscan provides its core functionalities for free. However, there are additional features and premium services available for advanced users and businesses who require more in-depth analysis, API, data and support.

Q3. Can I use Etherscan to explore transactions on other blockchains?

No, Etherscan is specifically designed for the Ethereum blockchain. If you are looking to explore transactions on other blockchains, there are alternative blockchain explorers available for those networks.

Q4. Can I trust the information provided by Etherscan?

Etherscan is widely regarded as a reliable and trustworthy platform within the Ethereum community. However, it's important to exercise caution and verify information from multiple sources when dealing with critical transactions or contracts.

Q5. Can I use Etherscan to track my token investments?

Yes, Etherscan provides a token tracker feature that allows users to monitor their token holdings. By inputting the token contract address or wallet address, users can view their token balances, transaction history, and other relevant information.

Q6. Can I use Etherscan for smart contract verification?

Absolutely! Etherscan offers a feature that allows users to verify smart contracts. By uploading the contract's source code, users can ensure that the deployed contract matches the intended code and hasn't been tampered with.

Q7. Is Etherscan a wallet?

No, Etherscan is not a wallet. It is a blockchain explorer that provides information about Ethereum transactions and smart contracts.

Q8. Do users need an account to use Etherscan?

No, users do not need an account to use Etherscan. The platform is accessible to anyone and allows users to explore and analyze Ethereum transactions and smart contracts without the need for an account or login credentials.

Conclusion

In conclusion, Etherscan is an indispensable tool for anyone looking to explore, analyze, and understand the Ethereum blockchain. With its user-friendly interface, extensive features, and wealth of information, Etherscan empowers users to navigate the Ethereum ecosystem with ease and confidence. 

Whether you're a casual user, a developer, an investor, or a researcher, Etherscan provides the necessary tools to verify transactions, monitor addresses, explore smart contracts, and gain valuable insights into the token economy.

So, if you're looking for a tool that can provide you with deep insights into the Ethereum blockchain, Etherscan is the go-to platform. Its user-friendly interface, powerful features, and comprehensive data make it an invaluable resource for both individuals and businesses in the cryptocurrency space.

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.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Top Crypto APIs to Watch in 2025: A Comprehensive Overview

Token Metrics Team
5
MIN

Introduction to Crypto APIs

In the rapidly evolving cryptocurrency landscape, Access to reliable and comprehensive APIs has become essential for developers, analysts, and businesses aiming to integrate blockchain data or build crypto-focused applications. As we approach 2025, understanding which APIs offer robust features, extensive data coverage, and advanced analytical capabilities is critical to making informed technology choices. This post provides an analytical overview of the best crypto APIs available in 2025, focusing on technical features, data reliability, and integration possibilities.

What Is a Crypto API?

A crypto API is an application programming interface that facilitates access to cryptocurrency data and services. It typically provides endpoints to retrieve market data, historical prices, blockchain statistics, transaction data, order book snapshots, and other relevant crypto metrics. Developers and analysts use these APIs to collect data for research, build trading bots, track portfolio performance, or power analytics platforms.

In 2025, crypto APIs increasingly integrate AI-enhanced analytics and machine learning capabilities to offer predictive insights and streamline data interpretation.

Criteria for Selecting the Best Crypto API in 2025

Choosing the best crypto API involves multiple factors that influence usability and effectiveness:

  • Data Coverage and Accuracy: Access to comprehensive, real-time, and historical data across numerous exchanges and tokens is essential.
  • Latency and Reliability: Low response times and high uptime ensure efficient, real-time applications.
  • Security and Compliance: Robust authentication methods and compliance with data privacy standards protect users and their data.
  • Feature Set: Advanced tools such as AI-driven analytics, sentiment data, and risk metrics add significant value.
  • Ease of Integration: Clear documentation, SDKs, and supportive developer communities simplify adoption.
  • Cost and Scalability: Flexible pricing that accommodates growing usage volumes is important for long-term use.

Leading Crypto APIs in 2025

Among many providers, some stand out based on these criteria.

  1. Token Metrics API
    Token Metrics API continues to be a prominent tool offering a rich array of features. It combines comprehensive historical and real-time data from multiple exchanges with AI-powered insights. This integration facilitates research, market analysis, and the development of trading strategies with sophisticated analytics embedded directly into the API endpoints.
  2. CoinGecko API
    Known for its extensive token coverage and high reliability, CoinGecko's API supplies real-time market data, historical charts, and fundamental stats. Although it lacks integrated AI analytics, its straightforward structure benefits many development applications.
  3. CryptoCompare API
    Offering comprehensive market data, including social sentiment and order book information, CryptoCompare provides multiple data tiers suitable for various user needs. Integration flexibility and data depth make it a widespread choice among developers.
  4. Messari API
    Focused on enriched crypto fundamentals and regulatory data, Messari provides deep insights with an emphasis on transparency, which helps in compliance-aware applications.

Role of AI and Analytics in Crypto APIs

AI integration in crypto APIs represents a significant advancement heading into 2025. Providers like the Token Metrics API enhance raw data with predictive models and rating systems that help developers and analysts prioritize research focus. AI can automate pattern recognition, detect anomalies, and estimate potential impacts of market factors from vast datasets.

This additional layer moves crypto APIs beyond simple data delivery toward becoming comprehensive research tools, improving operational efficiency for platforms dealing with big data.

How to Utilize Crypto APIs for Research and Development

When employing a crypto API, consider the following best practices:

  • Define Clear Objectives: Identify whether the goal is market analysis, portfolio tracking, trading automation, or blockchain exploration.
  • Leverage Analytical Features: Use AI-driven endpoints where available to enhance data interpretation and decision-support processes.
  • Conduct Scenario Analysis: Combine historical data retrieval with model outputs to understand various market conditions.
  • Validate and Test: Regularly validate the API data with independent sources and test system integrations to ensure accuracy.
  • Monitor API Updates and Maintenance: Keep abreast of API changelogs to adapt applications as endpoints evolve.

Integrating Crypto Trading Platforms with APIs

Modern crypto trading platforms rely heavily on APIs for market data and trade execution. For instance, Token Metrics offers tools that integrate with various APIs to provide an enhanced user experience, combining data analytics with trading functionalities.

Choosing APIs that support trading-related features, such as order placement and balance checks, alongside data retrieval, is beneficial for building seamless crypto trading platforms.

Risk Factors and Considerations

When utilizing crypto APIs, keep these points in mind:

  • Data Quality Variations: The speed and accuracy of data can vary between providers and across exchanges.
  • Regulatory Changes: APIs may adjust data access or features based on evolving regulations affecting cryptocurrency markets.
  • Dependence on Third-Party Providers: API outages or deprecations can disrupt dependent applications, so modular designs with fallback options are advisable.
  • Security: Handling API keys responsibly and ensuring secure data transmission prevents unauthorized access.

Conclusion and Future Outlook

In 2025, the best crypto APIs will be those that combine extensive data coverage with advanced analytical capabilities. The integration of AI, as exemplified by the Token Metrics API, sets a new standard for developers and researchers aiming for deeper insights. While data quality and reliability remain paramount, the ongoing refinement of crypto APIs will likely focus on enhancing user control, predictive analysis, and ease of integration.

Exploring APIs with a critical, research-oriented approach remains essential for anyone harnessing crypto data, and tools like Token Metrics demonstrate how combining market data with AI can support comprehensive crypto ecosystems.

Disclaimer

This blog post is intended for educational purposes only and does not constitute financial advice, investment recommendations, or solicitations. Always conduct your own research and consult with professional advisers before making any financial decisions related to cryptocurrencies.

Research

Top 10 Cryptocurrency APIs to Watch in 2025

Token Metrics Team
4
MIN

Introduction

In the fast-evolving landscape of digital finance, the year 2025 brings renewed interest in tools that facilitate efficient and accurate access to cryptocurrency data. APIs (Application Programming Interfaces) serve as the backbone connecting various applications to real-time and historical market, blockchain, and transactional data. This article explores the 10 best cryptocurrency APIs in 2025, emphasizing their features, data coverage, and potential uses within the cryptocurrency and blockchain ecosystem. Understanding the capabilities of these APIs can help developers, analysts, and businesses build insightful applications, conduct data-driven research, and enhance crypto trading strategies.

Overview of Cryptocurrency APIs

Cryptocurrency APIs provide structured data access ranging from coin prices, market capitalization, trading volumes, blockchain metrics, to wallet information. They offer endpoints that facilitate seamless integration with various systems such as crypto trading platforms, portfolio trackers, data analytics tools, and research applications. The choice of a crypto API depends on factors including data accuracy, latency, historical data availability, ease of use, pricing, and compatibility with AI-driven research tools. Notably, the Token Metrics API has emerged as a prominent solution providing extensive market data and analytics for developers.

Criteria for Selection

In compiling the top 10 cryptocurrency APIs, several key criteria were considered:

  • Data Coverage: Range of cryptocurrencies supported and depth of data (real-time, historical, order book).
  • Reliability and Uptime: Consistent API availability with minimal downtime.
  • Performance: API response times suitable for both research and trading applications.
  • Ease of Integration: Comprehensive documentation, SDKs, and community support.
  • Scalability: Ability to support high-volume and scalable requests for growing applications.
  • Security and Compliance: Secure endpoints and adherence to regulatory standards.
  • Support for AI and Analytics: Availability of data types that facilitate machine learning and advanced analytics.

The 10 Best Cryptocurrency APIs in 2025

  1. Token Metrics API: Offers in-depth market data, sentiment analysis, and on-chain metrics. Ideal for AI-enhanced crypto research and analysis.
  2. CoinGecko API: Provides a broad dataset including price, volume, market cap, and community statistics with high reliability and free access tiers.
  3. CoinMarketCap API: Popular for real-time and historical market data with extensive coin coverage and trusted by many crypto trading platforms.
  4. Nomics API: Known for clean and normalized data feed, historical price data, and transparency ratings.
  5. CryptoCompare API: Delivers multi-source aggregated market data and social data feeds supporting evaluation of market sentiment.
  6. Messari API: Focuses on fundamental data, project profiles, metrics, and news updates useful for research and analytics.
  7. Binance API: Enables access to comprehensive order book, trades, and price data specifically from one of the largest crypto trading platforms.
  8. Kraken API: Provides access to market data and trading functionalities, with solid security and low latency.
  9. Glassnode API: Specializes in on-chain data and metrics, offering insights into blockchain network health and activity.
  10. CoinAPI: Aggregates extensive data from multiple exchanges and blockchains, with an emphasis on high-speed access and data normalization.

Leveraging Data for Crypto Trading and Analysis

While APIs supply raw and processed data, their integration with advanced analytical and AI tools is critical for comprehensive crypto trading and research strategies. Platforms such as the crypto trading platform Token Metrics use AI-powered models combined with API data streams to generate quantitative insights and ratings. These assist users in making informed research assessments by evaluating coin fundamentals, sentiment, and market trends without endorsing specific investments.

Developers and analysts utilizing cryptocurrency APIs should consider structuring API outputs into machine-readable formats optimized for data science workflows. Combining multiple sources, for example, market data from CoinGecko with on-chain metrics from Glassnode, can provide multidimensional perspectives facilitating robust scenario analysis and trend forecasting.

Best Practices and Research Tips

  • Verify Data Sources: Cross-reference data from different APIs to ensure consistency and mitigate anomalies.
  • Monitor API Limitations: Be aware of rate limits and potential downtimes; consider fallback strategies.
  • Utilize Documentation: Thoroughly explore API documentation to maximize usage of advanced endpoints.
  • Incorporate AI Tools: Employ AI-driven tools like Token Metrics to contextualize raw API data into actionable insights.
  • Stay Updated: The crypto ecosystem evolves rapidly; keep abreast of API updates, new endpoints, and data offerings.

Conclusion

The landscape of cryptocurrency APIs in 2025 is rich and varied, catering to diverse needs from market data aggregation to in-depth blockchain analytics. Selecting the best crypto API involves balancing coverage, reliability, and compatibility with analytical frameworks. The Token Metrics API, among the leading options, exemplifies how comprehensive data and AI integration can support sophisticated crypto research workflows.

By leveraging these APIs and complementing them with AI-powered platforms such as Token Metrics, developers and analysts can navigate the complex digital asset market with enhanced clarity and data-driven understanding.

Disclaimer

This article is for educational and informational purposes only and does not constitute financial advice. Cryptocurrency markets carry inherent risks, and users should conduct their own research and consider consulting professional advisors before making any financial decisions.

Research

Top 5 Cryptocurrency APIs to Watch in 2025

Token Metrics Team
4
MIN

Introduction

As the blockchain and crypto ecosystems continue to evolve rapidly, access to reliable and comprehensive cryptocurrency data through APIs remains vital for developers, analysts, and businesses. APIs facilitate the integration of real-time market data, historical analytics, and on-chain information into applications and services. With 2025 shaping up to further advance the crypto landscape, selecting the right crypto API can significantly impact the quality of data-driven insights and automation capabilities.

This article explores the 5 best cryptocurrency APIs in 2025, focusing on their features, data coverage, and analytical strengths to support developers and researchers in making informed technology choices. We also highlight the role of AI-driven tools like Token Metrics API in enhancing crypto data research.

Criteria for Selecting Cryptocurrency APIs

Choosing the best crypto API requires evaluating several key factors beyond mere price feeds. Important criteria include:

  • Data Reliability: Consistent uptime, accurate and up-to-date pricing, and comprehensive market coverage across numerous exchanges and tokens.
  • Data Variety: Inclusion of spot prices, historical data, order books, wallet and on-chain metrics, social sentiment, and news feeds.
  • Latency and Speed: Especially for trading bots and arbitrage systems, low-latency API responses are critical.
  • AI and Analytical Integration: Some APIs, such as the Token Metrics API, incorporate AI-driven analytics and ratings to provide deeper insights.
  • Documentation and Support: Quality of developer resources and responsive support channels.

1. Token Metrics API

The Token Metrics API stands as a leading choice for 2025. It combines traditional market data with AI-powered analytics, fundamental scores, and predictive signals. This fusion allows users to enrich their platforms with both raw data and research-grade insights.

Key Features:

  • Real-time price and volume data across multiple exchanges.
  • AI-derived token ratings and forecasts based on machine learning models.
  • Sentiment analysis sourced from social channels integrated within the API.
  • Comprehensive documentation tailored for both research and trading platform integration.

Further, Token Metrics offers a complementary crypto trading platform that leverages this API, showcasing practical implementation in trading research.

2. CoinGecko API

CoinGecko remains one of the most popular free and paid crypto APIs, favored for its extensive token database and community-focused data. It excels at delivering real-time pricing, volume data, and detailed token metadata including developer activity and liquidity scores.

Key Features:

  • Access to over 13,000 cryptocurrencies with live prices and market capitalization.
  • Historical price charts and market dominance data.
  • DeFi and NFT data endpoints increasingly incorporated.
  • Reliable and well-documented REST API endpoints.

3. CryptoCompare API

CryptoCompare has built a reputation for combined market data and social sentiment in a single API package. Its focus extends beyond spot prices to include derivatives and exchange-level metrics, making it useful for comprehensive market analysis.

Key Features:

  • Real-time and historical crypto pricing.
  • On-chain blockchain stats and addresses data.
  • Social media sentiment scores and trending news.
  • Extensive global exchange coverage and order book snapshots.

4. Nomics API

Nomics delivers high-quality primary market data emphasizing transparency and accuracy. Their API offers aggregated pricing, supply data, and exchange volume metrics with premium tiers providing enhanced data granularity.

Key Features:

  • Cleaned and gapless historical data across thousands of tokens.
  • Proprietary liquidity and transparency scores for exchanges and assets.
  • Support for institutional-grade data integration.
  • Focus on raw market data rather than derived metrics.

5. Glassnode API

Glassnode is a leader in on-chain analytics, offering APIs that provide deep blockchain-level insights beyond market prices. Its datasets include wallet behavior, transaction flows, and network health indicators, making it ideal for fundamental blockchain research.

Key Features:

  • On-chain metrics covering multiple blockchains.
  • Indicators like active addresses, transaction volumes, and hodler distribution.
  • Data feeds designed for integration into research platforms and dashboards.
  • Subscription plans with tiered access to advanced metrics.

How to Use Cryptocurrency APIs Effectively

Utilizing crypto APIs efficiently involves defining clear objectives—whether for portfolio tracking, app development, or research. Developers and analysts should consider combining multiple data sources to obtain a multidimensional view of the markets.

Incorporating AI-based analytics, such as those offered through the Token Metrics API, can augment traditional price and volume data by providing predictive insights and risk assessments. This integration supports more nuanced research and decision-making processes.

It is also important to monitor API usage limits, latency, and data update frequencies to ensure smooth operation of dependent applications.

Conclusion

In the dynamic and data-intensive world of cryptocurrency, accessing robust and feature-rich APIs is fundamental to gaining insights and building competitive products. The top 5 cryptocurrency APIs for 2025 highlighted here present options catering to varied needs—from real-time market data to advanced AI-enabled analytics and on-chain metrics.

Among them, the Token Metrics API distinguishes itself by combing comprehensive crypto market data with AI-enhanced predictive research, making it a valuable resource for projects seeking to integrate both fundamental and technical perspectives.

Those engaged in crypto development and research may benefit from exploring these APIs in alignment with their specific analytical or operational requirements.

Disclaimer

This content is for educational and informational purposes only. It does not constitute financial, investment, or legal advice. Users should conduct their own research and consult professionals before relying on any cryptocurrency data or platforms.

Choose from Platinum, Gold, and Silver packages
Reach with 25–30% open rates and 0.5–1% CTR
Craft your own custom ad—from banners to tailored copy
Perfect for Crypto Exchanges, SaaS Tools, DeFi, and AI Products