Back to blog
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
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe

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
About Token Metrics
Token Metrics: AI-powered crypto research and ratings platform. We help investors make smarter decisions with unbiased Token Metrics Ratings, on-chain analytics, and editor-curated “Top 10” guides. Our platform distills thousands of data points into clear scores, trends, and alerts you can act on.
30 Employees
analysts, data scientists, and crypto engineers
Daily Briefings
concise market insights and “Top Picks”
Transparent & Compliant
Sponsored ≠ Ratings; research remains independent
Want Smarter Crypto Picks—Free?
See unbiased Token Metrics Ratings for BTC, ETH, and top alts.
Thank you! Your submission has been received!
Oops! Something went wrong while submitting the form.
 No credit card | 1-click unsubscribe
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Quantmetrics API: Measure Risk & Reward in One Call

Token Metrics Team
5

Most traders see price—quants see probabilities. The Quantmetrics API turns raw performance into risk-adjusted stats like Sharpe, Sortino, volatility, drawdown, and CAGR so you can compare tokens objectively and build smarter bots and dashboards. In minutes, you’ll query /v2/quantmetrics, render a clear performance snapshot, and ship a feature that customers trust. Start by grabbing your key at Get API Key, Run Hello-TM to verify your first call, then Clone a Template to go live fast.

What You’ll Build in 2 Minutes

  • A minimal script that fetches Quantmetrics for a token via /v2/quantmetrics (e.g., BTC, ETH, SOL).
  • A smoke-test curl you can paste into your terminal.
  • A UI pattern that displays Sharpe, Sortino, volatility, max drawdown, CAGR, and lookback window.

Next Endpoints to Add

  • /v2/tm-grade (one-score signal)
  • /v2/trading-signals
  • /v2/hourly-trading-signals (timing)
  • /v2/resistance-support (risk placement)
  • /v2/price-prediction (scenario planning)

Why This Matters

Risk-adjusted truth beats hype. Price alone hides tail risk and whipsaws. Quantmetrics compresses edge, risk, and consistency into metrics that travel across assets and timeframes—so you can rank universes, size positions, and communicate performance like a professional.

Built for dev speed

A clean REST schema, predictable latency, and easy auth mean you can plug Sharpe/Sortino into bots, dashboards, and screeners without maintaining your own analytics pipeline. Pair with caching and batching to serve fast pages at scale.

Where to Find

The Quant Metrics cURL request is located in the top right of the API Reference, allowing you to easily integrate it with your application.

Build Smarter Crypto Apps & AI Agents with Token Metrics

Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

How It Works (Under the Hood)

Quantmetrics computes risk-adjusted performance over a chosen lookback (e.g., 30d, 90d, 1y). You’ll receive a JSON snapshot with core statistics:

  • Sharpe ratio: excess return per unit of total volatility.
  • Sortino ratio: penalizes downside volatility more than upside.
  • Volatility: standard deviation of returns over the window.
  • Max drawdown: worst peak-to-trough decline.
  • CAGR / performance snapshot: geometric growth rate and best/worst periods.

Call /v2/quantmetrics?symbol=<ASSET>&window=<LOOKBACK> to fetch the current snapshot. For dashboards spanning many tokens, batch symbols and apply short-TTL caching. If you generate alerts (e.g., “Sharpe crossed 1.5”), run a scheduled job and queue notifications to avoid bursty polling.

Production Checklist

  • Rate limits: Understand your tier caps; add client-side throttling and queues.
  • Retries & backoff: Exponential backoff with jitter; treat 429/5xx as transient.
  • Idempotency: Prevent duplicate downstream actions on retried jobs.
  • Caching: Memory/Redis/KV with short TTLs; pre-warm popular symbols and windows.
  • Batching: Fetch multiple symbols per cycle; parallelize carefully within limits.
  • Error catalog: Map 4xx/5xx to clear remediation; log request IDs for tracing.
  • Observability: Track p95/p99 latency and error rates; alert on drift.
  • Security: Store API keys in secrets managers; rotate regularly.

Use Cases & Patterns

  • Bot Builder (Headless): Gate entries by Sharpe ≥ threshold and drawdown ≤ limit, then trigger with /v2/trading-signals; size by inverse volatility.
  • Dashboard Builder (Product): Add a Quantmetrics panel to token pages; allow switching lookbacks (30d/90d/1y) and export CSV.
  • Screener Maker (Lightweight Tools): Top-N by Sortino with filters for volatility and sector; add alert toggles when thresholds cross.
  • Allocator/PM Tools: Blend CAGR, Sharpe, drawdown into a composite score to rank reallocations; show methodology for trust.
  • Research/Reporting: Weekly digest of tokens with Sharpe ↑, drawdown ↓, and volatility ↓.

Next Steps

  • Get API Key — start free and generate a key in seconds.
  • Run Hello-TM — verify your first successful call.
  • Clone a Template — deploy a screener or dashboard today.
  • Watch the demo: VIDEO_URL_HERE
  • Compare plans: Scale with API plans.

FAQs

1) What does the Quantmetrics API return?

A JSON snapshot of risk-adjusted metrics (e.g., Sharpe, Sortino, volatility, max drawdown, CAGR) for a symbol and lookback window—ideal for ranking, sizing, and dashboards.

2) How fresh are the stats? What about latency/SLOs?

Responses are engineered for predictable latency. For heavy UI usage, add short-TTL caching and batch requests; for alerts, use scheduled jobs or webhooks where available.

3) Can I use Quantmetrics to size positions in a live bot?

Yes—many quants size inversely to volatility or require Sharpe ≥ X to trade. Always backtest and paper-trade before going live; past results are illustrative, not guarantees.

4) Which lookback window should I choose?

Short windows (30–90d) adapt faster but are noisier; longer windows (6–12m) are steadier but slower to react. Offer users a toggle and cache each window.

5) Do you provide SDKs or examples?

REST is straightforward (JS/Python above). Docs include quickstarts, Postman collections, and templates—start with Run Hello-TM.

6) Polling vs webhooks for quant alerts?

Dashboards usually use cached polling. For threshold alerts (e.g., Sharpe crosses 1.0), run scheduled jobs and queue notifications to keep usage smooth and idempotent.

7) Pricing, limits, and enterprise SLAs?

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

Disclaimer

All information provided in this blog is for educational purposes only. It is not intended as financial advice. Users should perform their own research and consult with licensed professionals before making any investment or trading decisions.

Research

Crypto Trading Signals API: Put Bullish/Bearish Calls Right in Your App

Token Metrics Team
4

Timing makes or breaks every trade. The crypto trading signals API from Token Metrics lets you surface bullish and bearish calls directly in your product—no spreadsheet wrangling, no chart gymnastics. In this guide, you’ll hit the /v2/trading-signals endpoint, display actionable signals on a token (e.g., SOL, BTC, ETH), and ship a conversion-ready feature for bots, dashboards, or Discord. Start by creating a key on Get API Key, then Run Hello-TM and Clone a Template to go live fast.

What You’ll Build in 2 Minutes

  • A minimal script that fetches Trading Signals via /v2/trading-signals for one symbol (e.g., SOL).
  • A copy-paste curl to smoke-test your key.
  • A UI pattern to render signal, confidence/score, and timestamp in your dashboard or bot.

Endpoints to add next

  • /v2/hourly-trading-signals (intraday updates)
  • /v2/resistance-support (risk placement)
  • /v2/tm-grade (one-score view)
  • /v2/quantmetrics (risk/return context)

Why This Matters

Action over analysis paralysis. Traders don’t need more lines on a chart—they need an opinionated call they can automate. The trading signals API compresses technical momentum and regime reads into Bullish/Bearish events you can rank, alert on, and route into strategies.

Built for dev speed and reliability. A clean schema, predictable performance, and straightforward auth make it easy to wire signals into bots, dashboards, and community tools. Pair with short-TTL caching or webhooks to minimize polling and keep latency low.

Where to Find

You can find the cURL request for Crypto Trading Signals in the top right corner of the API Reference. Use it to access the latest signals!

Live Demo & Templates

  • Trading Bot Starter: Use Bullish/Bearish calls to trigger paper trades; add take-profit/stop rules with Support/Resistance.
  • Dashboard Signal Panel: Show the latest call, confidence, and last-updated time; add a history table for context.
  • Discord/Telegram Alerts: Post signal changes to a channel with a link back to your app.

How It Works (Under the Hood)

Trading Signals distill model evidence (e.g., momentum regimes and pattern detections) into Bullish or Bearish calls with metadata such as confidence/score and timestamp. You request /v2/trading-signals?symbol=<ASSET> and render the most recent event, or a small history, in your UI.

For intraday workflows, use /v2/hourly-trading-signals to update positions or alerts more frequently. Dashboards typically use short-TTL caching or batched fetches; headless bots lean on webhooks, queues, or short polling with backoff to avoid spiky API usage.

Production Checklist

  • Rate limits: Know your tier caps; add client-side throttling and queues.
  • Retries/backoff: Exponential backoff with jitter; treat 429/5xx as transient.
  • Idempotency: Guard downstream actions (don’t double-trade on retries).
  • Caching: Memory/Redis/KV with short TTLs for reads; pre-warm popular symbols.
  • Webhooks & jobs: Prefer webhooks or scheduled workers for signal change alerts.
  • Pagination/Bulk: Batch symbols; parallelize with care; respect limits.
  • Error catalog: Map common 4xx/5xx to clear fixes; log request IDs.
  • Observability: Track p95/p99 latency, error rate, and alert delivery success.
  • Security: Keep keys in a secrets manager; rotate regularly.

Use Cases & Patterns

  • Bot Builder (Headless): Route Bullish into candidate entries; confirm with /v2/resistance-support for risk and TM Grade for quality.
  • Dashboard Builder (Product): Add a “Signals” module per token; color-code state and show history for credibility.
  • Screener Maker (Lightweight Tools): Filter lists by Bullish state; sort by confidence/score; add alert toggles.
  • Community/Discord: Post signal changes with links to token pages; throttle to avoid noise.
  • Allocator/PM Tools: Track signal hit rates by sector/timeframe to inform position sizing (paper-trade first).

Next Steps

  1. Get API Key — create a key and start free.
  2. Run Hello-TM — confirm your first successful call.
  3. Clone a Template — deploy a bot, dashboard, or alerting tool today.

FAQs

1) What does the Trading Signals API return?

A JSON payload with the latest Bullish/Bearish call for a symbol, typically including a confidence/score and generated_at timestamp. You can render the latest call or a recent history for context.

2) Is it real-time? What about latency/SLOs?

Signals are designed for timely, programmatic use with predictable latency. For faster cycles, use /v2/hourly-trading-signals. Add caching and queues/webhooks to reduce round-trips.

3) Can I use the signals in a live trading bot?

Yes—many developers do. A common pattern is: Signals → candidate entry, Support/Resistance → stop/targets, Quantmetrics → risk sizing. Always backtest and paper-trade before going live.

4) How accurate are the signals?

Backtests are illustrative, not guarantees. Treat signals as one input in a broader framework with risk controls. Evaluate hit rates and drawdowns on your universe/timeframe.

5) Do you provide SDKs and examples?

You can integrate via REST using JavaScript and Python snippets above. The docs include quickstarts, Postman collections, and templates—start with Run Hello-TM.

6) Polling vs webhooks for alerts?

Dashboards often use cached polling. For bots/alerts, prefer webhooks or scheduled jobs and keep retries idempotent to avoid duplicate trades or messages.

7) Pricing, limits, and enterprise SLAs?

Begin free and scale as you grow. See API plans for allowances; enterprise SLAs and support are available.

Research

Fundamental Grade Crypto API: Real Crypto Fundamentals in One Score

Token Metrics Team
5 min read

Most traders chase price action; Fundamental Grade Crypto API helps you see the business behind the token—community traction, tokenomics design, exchange presence, VC signals, and DeFi health—consolidated into one score you can query in code. In a few minutes, you’ll fetch Fundamental Grade, render it in your product, and ship a due-diligence UX that drives trust. Start by grabbing your key at the Get API Key page, Run Hello-TM to verify your first call, then Clone a Template to go live fast.

What You’ll Build in 2 Minutes

A minimal script to fetch Fundamental Grade from /v2/fundamental-grade for any symbol (e.g., BTC).

  • Optional curl to smoke-test your key in seconds.
  • A drop-in pattern to display the grade + key drivers in dashboards, screeners, and research tools.

Endpoints to consider next

  • /v2/tm-grade (technical/sentiment/momentum)
  • /v2/price-prediction (scenario planning)
  • /v2/resistance-support (risk levels)
  • /v2/quantmetrics (risk/return stats)

Why This Matters

Beyond price, toward quality. Markets are noisy—hype rises and fades. Fundamental Grade consolidates hard-to-track signals (community growth, token distribution, liquidity venues, investor quality, DeFi integrations) into a clear, comparable score. You get a fast “is this worth time and capital?” answer for screening, allocation, and monitoring.

Build trust into your product. Whether you run an investor terminal, exchange research tab, or a portfolio tool, Token Metrics discovery helps users justify positions. Pair it with TM Grade or Quantmetrics for a balanced picture: what to buy (fundamentals) and when to act (signals/levels).

Where to Find

The Fundamental Grade is easily accessible in the top right of the API Reference. Grab the cURL request for seamless access!

Ready to build?

  • Get API Key — generate a key and start free.
  • Run Hello-TM — verify your first successful call.
  • Clone a Template — deploy a screener or token page today.

Watch the demo: VIDEO_URL_HERE. Compare plans: Scale confidently with API plans.

Build with Token Metrics: The Essential Data Layer for Crypto Apps

Integrate the Token Metrics API to empower your platform with institutional-grade crypto research, signals, and analytics—all in one endpoint suite.

FAQs

1) What does the Fundamental Grade API return?

A JSON payload with the overall score/grade plus component scores (e.g., community, tokenomics, exchange presence, VC backing, DeFi health) and timestamps. Use the overall grade for ranking and component scores for explanations.

2) How fast is the endpoint? Do you publish SLOs?

The API is engineered for predictable latency. For high-traffic dashboards, add short-TTL caching and batch requests; for alerts, use jobs/webhooks to minimize round-trips.

3) Can I combine Fundamental Grade with TM Grade or signals?

Yes. A common pattern is Fundamental Grade for quality filter + TM Grade for technical/sentiment context + Trading Signals for timing and Support/Resistance for risk placement.

4) How “accurate” is the grade?

It’s an opinionated synthesis of multiple inputs—not financial advice. Historical studies can inform usage, but past performance doesn’t guarantee future results. Always layer risk management and testing.

5) Do you offer SDKs and examples?

You can use REST directly (see JS/Python above). The docs include quickstarts, Postman, and ready-to-clone templates—start with Run Hello-TM.

6) Polling vs webhooks for fundamentals updates?

For UI pages, cached polling works well. For event-style notifications (upgrades/downgrades), prefer webhooks or scheduled jobs to avoid spiky traffic.

7) What about pricing, limits, and enterprise SLAs?

Begin free and scale as you grow. See API plans for allowances; enterprise SLAs and support are available—contact us.

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