Research

Understanding REST APIs: A Practical Guide

A clear, practical guide to REST APIs: what they are, key principles, HTTP methods, design best practices, tools for testing, and how AI tools like Token Metrics can assist.
Token Metrics Team
5
MIN

Modern web and mobile apps exchange data constantly. At the center of that exchange is the REST API — a widely adopted architectural style that standardizes how clients and servers communicate over HTTP. Whether you are a developer, product manager, or researcher, understanding what a REST API is and how it works is essential for designing scalable systems and integrating services efficiently.

What is a REST API? Core principles

A REST API (Representational State Transfer Application Programming Interface) is a style for designing networked applications. It defines a set of constraints that, when followed, enable predictable, scalable, and loosely coupled interactions between clients (browsers, mobile apps, services) and servers. REST is not a protocol or standard; it is a set of architectural principles introduced by Roy Fielding in 2000.

Key principles include:

  • Statelessness: Each request from the client contains all information needed; the server does not store client session state between requests.
  • Resource orientation: Everything is modeled as a resource (users, orders, posts), each identified by a URI (Uniform Resource Identifier).
  • Uniform interface: A standard set of operations (typically HTTP methods) operate on resources in predictable ways.
  • Client-server separation: Clients and servers can evolve independently as long as the interface contract is maintained.
  • Cacheability: Responses can be labeled cacheable or non-cacheable to improve performance and scalability.

How REST APIs work: HTTP methods, status codes, and endpoints

A REST API organizes functionality around resources and uses standard HTTP verbs to manipulate them. Common conventions are:

  • GET — retrieve a resource or list of resources.
  • POST — create a new resource under a collection.
  • PUT — replace an existing resource or create if absent (idempotent).
  • PATCH — apply partial updates to a resource.
  • DELETE — remove a resource.

Responses use HTTP status codes to indicate result state (200 OK, 201 Created, 204 No Content, 400 Bad Request, 401 Unauthorized, 404 Not Found, 500 Internal Server Error). Payloads are typically JSON but can be XML or other formats. Endpoints are structured hierarchically, for example: /api/users to list users, /api/users/123 to operate on user with ID 123.

Design patterns and best practices for reliable APIs

Designing a robust REST API involves more than choosing verbs and URIs. Adopt patterns that make APIs understandable, maintainable, and secure:

  • Consistent naming: Use plural resource names (/products, /orders), and keep endpoints predictable.
  • Versioning: Expose versions (e.g., /v1/) to avoid breaking clients when changing the contract.
  • Pagination and filtering: For large collections, support parameters for page size, cursors, and search filters to avoid large responses.
  • Error handling: Return structured error responses with codes and human-readable messages to help client debugging.
  • Rate limiting and throttling: Protect backends by limiting request rates and providing informative headers.
  • Security: Use TLS, authenticate requests (OAuth, API keys), and apply authorization checks per resource.

Following these practices improves interoperability and reduces operational risk.

Use cases, tools, and how to test REST APIs

REST APIs are used across web services, microservices, mobile backends, IoT devices, and third-party integrations. Developers commonly use tools and practices to build and validate APIs:

  • API specifications: OpenAPI (formerly Swagger) describes endpoints, parameters, responses, and can be used to generate client/server code and documentation.
  • Testing tools: Postman, curl, and automated test frameworks (JUnit, pytest) validate behavior, performance, and regression checks.
  • Monitoring and observability: Logs, distributed tracing, and metrics (latency, error rates) help identify issues in production.
  • Client SDKs and code generation: Generate typed clients for multiple languages to reduce integration friction.

AI-driven platforms and analytics can speed research and debugging by surfacing usage patterns, anomalies, and integration opportunities. For example, Token Metrics can be used to analyze API-driven data feeds and incorporate on-chain signals into application decision layers without manual data wrangling.

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FAQ: What is REST API — common questions

What is the difference between REST and RESTful?

"REST" refers to the architectural constraints described by Roy Fielding; "RESTful" is a colloquial adjective meaning an API that follows REST principles. Not all APIs labeled RESTful implement every REST constraint strictly.

How does REST compare to SOAP and GraphQL?

SOAP is a protocol with rigid standards and built-in operations (often used in enterprise systems). GraphQL exposes a single endpoint and lets clients request precise data shapes. REST uses multiple endpoints and standard HTTP verbs. Each approach has trade-offs in flexibility, caching, and tooling.

When should I version my REST API?

Version your API before making breaking changes to request/response formats or behavior that existing clients depend on. Common strategies include URI versioning (e.g., /v1/) or header-based versioning.

Are REST APIs secure by default?

No. Security must be designed in: use HTTPS/TLS, authenticate requests, validate input, apply authorization checks, and limit rate to reduce abuse. Treat REST APIs like any other public interface that requires protection.

How do I test and document a REST API effectively?

Use API specifications (OpenAPI) to auto-generate docs and client stubs. Combine manual testing tools like Postman with automated integration and contract tests in CI pipelines to ensure consistent behavior across releases.

Can REST APIs handle streaming or real-time data?

REST is request/response oriented and not ideal for continuous real-time streams. For streaming, consider WebSockets, Server-Sent Events (SSE), or specialized protocols; REST can still be used for control operations and fallbacks.

Disclaimer: This article is educational and technical in nature. It does not provide investment or legal advice. The information is intended to explain REST API concepts and best practices, not to recommend specific products or actions.

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Moonshots by Token Metrics – Daily AI Crypto Picks with Breakout Potential

Token Metrics Team
8 min
MIN

How to Find Crypto Moonshots: Your Ultimate Guide to Token Metrics AI-Powered Trading

Introduction: Why Most Crypto Traders Miss the Best Moonshots

The crypto market moves fast. With thousands of new tokens launching weekly, finding legitimate crypto moonshots before they explode is nearly impossible for manual traders. Altcoin moonshots and meme coin moonshots can deliver 10x-100x returns, but only if you spot them early.

Most traders waste time scrolling through endless charts, following unreliable crypto influencers, and trying to interpret conflicting signals. They miss the best crypto moonshots because they lack proper token metrics analysis and end up buying the top instead of the bottom.

That's exactly why Token Metrics built Moonshots — your 24/7 AI researcher that identifies high-potential crypto opportunities using advanced token metrics analysis.

What Are Token Metrics Moonshots?

Token Metrics Moonshots is a daily AI-powered shortlist featuring the top crypto tokens with legitimate breakout potential. Unlike typical crypto signal groups, Moonshots uses institutional-grade AI to analyze:

  • Token metrics including volume, volatility, and market cap
  • Altcoin moonshots with strong technical indicators
  • Meme coin moonshots showing viral potential
  • On-chain activity and wallet movements
  • Market sentiment and social media buzz
  • AI Trader Grades based on 80+ data points

The result? A curated daily feed of crypto moonshots that are actually moving, backed by comprehensive Token Metrics analysis.

Why Moonshots Outperforms Traditional Crypto Analysis

1. AI-Powered Accuracy with 65% Win Rate

Moonshots aren't based on hype or guesswork. Our AI system maintains a 65% historical win rate by analyzing:

  • Volume and volatility patterns
  • Token metrics fundamentals
  • Cross-platform sentiment analysis
  • On-chain activity indicators
  • Technical breakout signals

2. One-Click Trading Integration

Found a promising crypto moonshot? Execute trades instantly with integrated one-click trading. No platform switching, no missed opportunities — just seamless execution when altcoin moonshots and meme coin moonshots are ready to move.

3. Real-Time Moonshot Alerts

Never miss another 10x opportunity. Moonshots delivers real-time alerts the moment new crypto moonshots are identified, ensuring you're always first to capitalize on emerging token metrics opportunities.

The Moonshot Advantage: Turning $1,000 Into $20,000+

Our internal backtesting shows that compounding $1,000 using daily Moonshots picks with proper risk management could potentially grow to $30,000 in a year. This demonstrates the power of AI-vetted crypto moonshots over random trading.

Key success factors:

  • Early entry on altcoin moonshots before mainstream adoption
  • Meme coin moonshots caught during initial viral phases
  • Token metrics analysis preventing investment in weak projects
  • Systematic approach to crypto moonshots rather than emotional trading

This isn't financial advice — it's AI-powered research giving you an edge most traders lack.

How to Use Token Metrics Moonshots: Step-by-Step Guide

Step 1: Access the Ratings Dashboard

From your Token Metrics dashboard, navigate to the Ratings tab where all tokens are ranked by trader grade and recent performance metrics.

Step 2: Click the "Moonshots" Tab

Inside the Ratings page, select the Moonshots tab to view current crypto moonshots and altcoin moonshots with breakout potential.

Step 3: Analyze Key Token Metrics

Each Moonshot displays crucial data:

  • Trader Grade and recent grade changes
  • 24-hour volume and market cap
  • Entry date and timing
  • Live ROI since Moonshot designation
  • Historical performance data

Switch to "Past Moonshots" to review how previous crypto moonshots performed over 7-14 day periods.

Step 4: Deep Dive Token Analysis

Click any token to access its detailed page featuring:

  • Real-time price charts and technical indicators
  • Fundamental token metrics analysis
  • Top holder information and distribution
  • Community sentiment and social metrics

Step 5: Execute Trades in Seconds

Ready to buy? Click the "Buy" button directly from the Moonshots page to open the integrated swap widget and execute your crypto moonshots trades instantly.

Who Benefits Most from Moonshots?

Token Metrics Moonshots is designed for:

  • Day traders seeking fresh crypto moonshots setups every morning
  • Investors hunting altcoin moonshots before mainstream discovery
  • Busy professionals who can't monitor markets 24/7
  • Crypto newcomers wanting expert guidance on meme coin moonshots
  • Experienced traders looking to enhance their token metrics analysis

Why Token Metrics Leads Crypto Analytics

Token Metrics isn't just another analytics platform. We've built a comprehensive ecosystem combining:

  • Institutional-grade AI for token metrics analysis
  • Crypto-native research focused on moonshots
  • Real-time trading tools for immediate execution
  • Simplified user experience for all skill levels

Our Ratings, Grades, Indices, and Moonshots all serve one mission: help you profit from crypto moonshots with less effort and better results.

Your AI Edge for the Next Crypto Bull Run

Everyone wants to catch the next 100x crypto moonshot, but most traders lack the tools to spot altcoin moonshots and meme coin moonshots early. Token Metrics Moonshots gives you that critical edge.

Backed by AI with proven token metrics analysis
Tested by data with 65% historical win rate
Delivered daily with real-time alerts
Integrated trading for instant execution

The next time a token moons, ask yourself: "Did I see this coming, or did I miss it again?"

With Token Metrics Moonshots, you'll be early — every time.

Start Finding Crypto Moonshots Today

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Start trading smarter with AI-powered token metrics analysis. Let your AI researcher find the next crypto moonshot while you sleep.

Disclaimer: Cryptocurrency trading involves substantial risk. Past performance doesn't guarantee future results. Always conduct your own research and consider your risk tolerance before trading.

Research

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

Token Metrics Team
8 min
MIN

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

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

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

What Are Moonshots?

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

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

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

How Do Moonshots Work?

Moonshots usually follow a predictable cycle:

1. Discovery Phase

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

2. Hype Trigger

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

3. FOMO Phase

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

4. Profit-Taking

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

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

Why Token Metrics Is the Best Platform for Finding Moonshots

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

Key Benefits:

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

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

How to Use Token Metrics to Find Moonshots

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

✅ Step 1: Go to the Ratings Page

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

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

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

✅ Step 2: Click on the “Moonshots” Tab

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

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

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

These are the best candidates for fast and explosive growth.

✅ Step 3: Review Key Metrics

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

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

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

✅ Step 4: Choose a Token to Explore

Click on any token to open its Token Details Page.

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

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

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

✅ Step 5: Buy in Seconds

Once you’ve selected a moonshot you like:

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

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

Real Examples of Moonshots That Delivered

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

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

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

Final Thoughts: Find Your Next 100x

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

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

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

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

Crypto Basics

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

Token Metrics Team
8 min
MIN

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

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

What Are Moonshots?

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

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

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

How Moonshot Altcoins Work

Moonshots follow a pattern:

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

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

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

How to Use Token Metrics to Find Moonshots

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

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

✅ Step 1: Go to the Ratings Page

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

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

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

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

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

✅ Step 2: Click on the “Moonshots” Tab

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

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

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

✅ Step 3: Review Key Metrics

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

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

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

✅ Step 4: Choose a Token to Explore

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

You'll find:

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

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

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

✅ Step 5: Buy in Seconds

Found a token you like?

Token Metrics makes it easy to act:

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

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

Why Token Metrics Moonshots Beat Traditional Research

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

Key Advantages:

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

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

Final Thoughts

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

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

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

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

✅ Ready to Hunt Moonshots?

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

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