Research

Discover the Future of Crypto Investing: Top Token Metrics API Hackathon Projects Revolutionizing Portfolio Management and Trading

In the rapidly evolving world of cryptocurrency, staying ahead requires more than just intuition-it demands cutting-edge technology and intelligent insights.
Token Metrics Team
5 min
MIN

In the rapidly evolving world of cryptocurrency, staying ahead requires more than just intuition-it demands cutting-edge technology and intelligent insights. Enter the Token Metrics AI API, a powerful tool that’s transforming how investors analyze, trade, and manage their crypto portfolios. Recently, a series of innovative hackathon projects have showcased the incredible potential of this API, blending AI, real-time data, and user-friendly platforms to empower investors at every level. Let’s dive into some of the most exciting projects that are setting new standards in crypto portfolio management and trading.

1. Let Me Know – Multi-Agent Crypto Portfolio Management

Imagine a platform where multiple AI agents work together to analyze your crypto holdings in real time and deliver actionable recommendations. That’s exactly what Let Me Know offers. By connecting directly to users’ wallets, it leverages specialized AI agents like Bounce Hunter, which identifies key support and resistance levels, and Crypto Oracle, which analyzes market sentiment and momentum. The platform synthesizes these insights to provide balanced, data-driven portfolio advice, powered by live Token Metrics market data. Whether you’re a seasoned trader or a newcomer, Let Me Know’s intelligent system helps you navigate market fluctuations with confidence.

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2. EndGame – Personalized AI-Powered Crypto Insights

EndGame takes portfolio analysis a step further by tailoring recommendations to your personal risk profile. This sleek Web3 app integrates Token Metrics data to deliver multi-perspective token analysis and risk profiling options ranging from “High Risk/High Reward” to “Safe & Steady.” Its AI trading agents apply specialized strategies to help you optimize your portfolio according to your comfort level, all while providing real-time insights for timely decision-making.

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3. LHedgerAI – Smarter Portfolio Optimization with AI

For investors seeking a mathematically rigorous approach, LHedgerAI offers AI-driven portfolio optimization based on Markowitz’s Efficient Frontier theory. Combining advanced statistical reasoning with Token Metrics data, this platform provides personalized risk-based recommendations-whether you prefer aggressive growth or capital preservation. Its multi-agent AI analysis ensures your portfolio is intelligently diversified and aligned with your financial goals.

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4. SwAutomate – Secure Telegram Trading Bot

Trading on the go just got smarter and safer with SwAutomate, a Telegram bot that automates crypto trading using Token Metrics signals. It features encrypted on-chain trade receipts, making tax and accounting compliance effortless. Integrated with multiple exchanges and powered by real-time market sentiment and technical indicators, SwAutomate delivers a seamless, secure trading experience right from your favorite messaging app.

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5. Token Metrics Trading Signals – Browser Extension

For those who want insights without switching tabs, the Token Metrics Trading Signals Chrome extension integrates directly into popular portfolio interfaces like DeBank and Metamask. It displays real-time buy/sell signals and contextual insights within your existing tools, enabling faster, more informed trading decisions without disrupting your workflow.

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6. ArithmoAI – Gen-Z Friendly Telegram Trading Companion

ArithmoAI is a quant-powered, AI-enhanced trading bot designed for the next generation of crypto investors. It supports multi-exchange management, portfolio tracking, and automated futures strategies, all driven by Token Metrics data. Its user-friendly Telegram interface makes sophisticated trading accessible and engaging.

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7. TaxMate – Simplifying DeFi for SMEs and Web2 Users

Bridging traditional finance and DeFi, TaxMate helps small and medium enterprises convert idle cash into compliant DeFi earnings. With features like treasury management, CSV tax reporting, and a high-risk “Vault” investment option powered by Token Metrics, TaxMate makes DeFi accessible to non-crypto users while optimizing returns with AI-driven rebalancing.

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8. Metavest – Autonomous AI Trading Agent

Metavest combines blockchain security with AI trading to offer a transparent, risk-mitigated investment experience. Utilizing Token Metrics for market data and trading signals, this fully autonomous agent focuses on delivering profitable trades with minimal user intervention.

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9. Pipe It!! – Invoice Factoring Platform

Pipe It!! is an innovative Base-powered invoice factoring platform that bridges traditional finance with DeFi, enabling businesses to borrow against their invoices while allowing investors to earn attractive APYs through AI-driven trading strategies powered by Token Metrics. Businesses submit invoices for evaluation, and upon acceptance, receive advances in ETH from the Flooz Vault. Unused funds are then actively managed using AI-generated trading strategies, optimizing yield generation. Token Metrics integration ensures market-responsive pricing by leveraging real-time sentiment data and sophisticated AI trading models, creating a seamless and intelligent financial ecosystem for both businesses and investors.

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10. TM Signals Bot – Telegram Trading Signals

TM Signals Bot brings real-time cryptocurrency trading signals directly to your Telegram. Powered by the Token Metrics API, it offers market insights, virtual portfolio simulation, performance tracking, top token rankings, and automated alerts. This bot is designed for traders who want instant, actionable information delivered in an accessible chat interface, enhancing decision-making with up-to-the-minute data.

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11. Moon.ai – AI Investment Agent for Beginners

Moon.ai is tailored for entry-level crypto investors seeking AI-guided investment advice. Integrating multiple wallets such as Base and Metamask, it analyzes user actions and provides personalized investment recommendations based on Token Metrics’ market data and signals. This project lowers the barrier to entry for new investors, making crypto investing smarter and more approachable.

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12. Crypto-Whisperer – Natural Language Trading Desk

Crypto-Whisperer revolutionizes crypto trading by enabling users to execute trades through simple natural language commands. Powered by the Token Metrics API, it combines real-time intelligence with a modular architecture to simplify the trading experience. This democratizes access to sophisticated trading tools, allowing users to interact with the market as easily as chatting with a friend.

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13. Trading Bot Maker – Algorithmic Trading Platform

This modular platform empowers users to build custom algorithmic trading bots using insights from the Token Metrics API. Features include configurable buy/sell thresholds based on trader grades, budget management, and real-time monitoring. Designed with a future-ready architecture, it enables traders to tailor automated strategies precisely to their preferences.

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14. Holy MCP – One Platform to Rule Them All

Holy MCP is a comprehensive MCP server platform integrating multiple tools and APIs, including Token Metrics. It offers users access to crypto market data, trading strategy implementation, and token performance analysis through a standardized interface. With an app store featuring hundreds of tools and simplified API key management, Holy MCP streamlines crypto analytics and trading workflows.

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15. Trade Compass – Crypto Trading Navigation

Trade Compass is a full-featured platform providing crypto trading guidance powered by Token Metrics data. It offers in-depth market analysis and actionable trading recommendations, helping users navigate the complexities of the crypto market with confidence.

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16. Combined Masa and Token Metrics Fast-MCP Server

This server consolidates API access from Masa Documentation API and Token Metrics Data API, featuring Fast-MCP integration, Token Metrics API tools focused on V2 capabilities, LangChain/LangGraph compatibility, and streamlined API key management. It enables developers to build sophisticated crypto applications leveraging multiple data sources efficiently.

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17. Tomarai

Tomarai utilizes the Token Metrics API for advanced crypto market analysis and trading. It offers a demo showcasing its capabilities in delivering actionable insights and automated trading strategies.

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These projects exemplify how the Token Metrics API is catalyzing innovation across the crypto ecosystem-from portfolio optimization and automated trading bots to user-friendly interfaces and compliance tools. Whether you’re an individual investor looking for smarter insights or a developer seeking to build the next breakthrough application, the Token Metrics API ecosystem offers a wealth of inspiration and functionality.

Stay tuned as these projects continue to evolve and redefine crypto investing with AI-powered precision and real-time intelligence. The future of crypto portfolio management is here-and it’s smarter, faster, and more accessible than ever before.

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Token Metrics Team
Token Metrics Team

Recent Posts

Crypto Basics

How Do I Start Trading Cryptocurrency? A Beginner’s Guide for 2025

Token Metrics Team
8 min
MIN

Introduction: Why Crypto Trading Is Worth Exploring

Cryptocurrency trading has grown from a niche activity into a global financial revolution, with billions traded daily across thousands of digital assets. In 2025, crypto trading isn’t just about buying Bitcoin—it’s a sophisticated market with opportunities in altcoins, AI tokens, DeFi protocols, and more.

But getting started can be overwhelming. If you’re asking, “How do I start trading cryptocurrency?”, this guide will walk you through everything—from setting up accounts to using AI‑powered tools like Token Metrics to trade smarter.

Step 1: Understand the Basics of Cryptocurrency

Before you trade, you need to understand what you’re trading.

  • Cryptocurrencies: Digital assets like Bitcoin (BTC) and Ether (ETH) used for payments, smart contracts, and value storage.
  • Altcoins: Alternative coins (e.g., Token Metrics AI (TMAI), Polygon (MATIC)) offering different use cases.
  • Stablecoins: Pegged to fiat (e.g., USDC) for lower volatility.
  • DeFi & NFTs: Tokens linked to decentralized finance apps and digital collectibles.

Pro Tip: Use Token Metrics’ coin ratings to evaluate projects based on fundamentals, technicals, and on‑chain data.

Step 2: Choose a Reliable Crypto Exchange

To start trading, you’ll need an account on a crypto exchange.

Centralized Exchanges (CEXs):

  • Examples: Coinbase, Binance, Kraken.
  • Pros: Beginner‑friendly, high liquidity.
  • Cons: Custodial (exchange controls your funds).

Decentralized Exchanges (DEXs):

  • Examples: Uniswap, SushiSwap.
  • Pros: No middlemen, full control over assets.
  • Cons: Requires a wallet and understanding of smart contracts.

Pro Tip: Start with a reputable CEX, then gradually explore DEXs as you gain experience.

Step 3: Set Up a Secure Wallet

A wallet stores your crypto securely.

  • Hot Wallets (e.g., MetaMask): Connected to the internet, easy to use, but less secure.
  • Cold Wallets (e.g., Ledger, Trezor): Offline hardware devices, ideal for long‑term storage.

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Rule of Thumb:

  • Keep trading funds on an exchange.
  • Move long‑term holdings to a cold wallet.

Step 4: Fund Your Account

To trade, you’ll need to deposit money:

  • Fiat On‑Ramp: Use bank transfers or cards to buy crypto directly on exchanges.
  • Peer‑to‑Peer (P2P): Purchase crypto directly from other users.

Pro Tip: Always use verified exchanges to avoid scams.

Step 5: Learn Basic Trading Types

Crypto trading isn’t just buying and holding. Common strategies include:

  • Spot Trading: Buy and sell crypto at market price.
  • Futures & Margin Trading: Trade with leverage (advanced, high risk).
  • Swing Trading: Hold for days or weeks to capitalize on price swings.
  • Scalping: Make multiple small trades throughout the day.

Pro Tip: Start with spot trading before exploring advanced strategies.

Step 6: Analyze the Market

Trading requires informed decisions, not guesses.

Types of Analysis:

  • Fundamental Analysis: Study project teams, technology, tokenomics.
  • Technical Analysis: Use price charts, indicators (e.g., RSI, MACD) to predict trends.
  • On‑Chain Analysis: Examine blockchain activity—wallet movements, developer engagement.

Token Metrics simplifies this with AI‑powered coin ratings, narrative detection, and real‑time analytics.

Step 7: Start Small

Crypto is volatile. Start with a small allocation (1–5% of your portfolio) while you learn the ropes.

Golden Rule:
Never invest money you can’t afford to lose.

Step 8: Manage Risk

Risk management is critical for long‑term success.

  • Use Stop‑Loss Orders: Automatically exit losing positions.
  • Take Profits Gradually: Lock in gains at target levels.
  • Diversify: Don’t put all your funds in one coin.
  • Keep Stablecoins: Use them to hedge during market downturns.

Pro Tip: Token Metrics’ portfolio optimizer can help balance risk and return.

Step 9: Develop a Trading Plan

Don’t trade emotionally. Create a plan that includes:

  • Entry & Exit Points: Define when to buy and sell.
  • Profit Targets: Set clear goals for each trade.
  • Time Horizon: Are you day trading or long‑term investing?

AI‑powered tools like Token Metrics can automate alerts for your planned price levels.

Step 10: Stay Informed

The crypto market moves fast. Keep learning:

  • Follow News & Regulations: Stay updated on global crypto policies.
  • Track Narratives: Use Token Metrics to spot emerging trends like AI tokens or DeFi 2.0.
  • Engage with Communities: Join crypto forums, Twitter spaces, and Discord groups.

Beginner Mistakes to Avoid

  • FOMO Buying: Don’t chase coins after big pumps
  • Overleveraging: Avoid high leverage until you gain experience.
  • Ignoring Security: Always enable 2FA and use secure wallets.
  • No Exit Plan: Define profit targets before entering trades.

How AI Makes Trading Easier

Trading doesn’t have to be guesswork. AI platforms like Token Metrics help by:

  • Generating Coin Ratings: Evaluating over 80 data points per token.
  • Detecting Narratives Early: Finding trends before they explode.
  • Portfolio Optimization: Suggesting ideal allocations for your goals.
  • Real‑Time Alerts: Notifying you when coins hit your targets.

With AI, even beginners can trade like seasoned professionals.

Conclusion

Starting your crypto trading journey in 2025 is easier than ever — but success requires planning, discipline, and the right tools.

By choosing a reliable exchange, using secure wallets, starting small, and leveraging AI‑driven insights from Token Metrics, you can confidently navigate the crypto market and turn trading into a profitable venture.

In crypto, knowledge is power — and in 2025, AI‑powered knowledge is the ultimate advantage.

Research

Top Strategies for Managing Crypto Risk in 2025: Stay Profitable in a Volatile Market

Token Metrics Team
8 min
MIN

Introduction: Why Risk Management Matters More Than Ever

Cryptocurrency has always been volatile, but in 2025, the stakes are even higher. With billions flowing into AI‑driven tokens, real‑world asset (RWA) projects, DeFi protocols, and meme coins, the crypto market is more complex than ever.

While the potential for profits is enormous, so are the risks. Poor risk management can quickly turn promising portfolios into catastrophic losses. To succeed, you need structured strategies and AI‑powered insights from platforms like Token Metrics to help you make smarter, data‑driven decisions.

This guide explores the top strategies for managing crypto risk in 2025 — helping you stay profitable even in turbulent markets.

1. Diversify Across Assets and Narratives

Don’t put all your crypto in one basket.

Diversification reduces your exposure to individual asset failures. In 2025, this means spreading across:

  • Large‑Caps (e.g., BTC, ETH): Lower risk and strong liquidity.
  • Mid‑Caps (e.g., Polygon, Arbitrum): Balanced growth potential.
  • Small‑Caps (e.g., Token Metrics AI (TMAI)): High‑risk, high‑reward narrative plays.
  • Stablecoins (e.g., USDC): For liquidity and hedging against market crashes.

Pro Tip: Use Token Metrics’ portfolio optimization tool to create a diversified, AI‑recommended allocation aligned with your risk tolerance.

2. Set Clear Position Sizes

Position sizing determines how much of your portfolio is allocated to a single asset.

Key Rule: Never risk more than you’re willing to lose.

  • Allocate smaller percentages to volatile small‑caps and larger percentages to proven, stable coins.
  • Adjust sizing based on AI‑driven asset ratings from Token Metrics, which score coins by fundamentals and risk factors.

3. Use Stop‑Loss and Take‑Profit Orders

Crypto markets move fast — sometimes too fast for manual reactions.

Stop‑Loss Orders:

  • Automatically sell assets when they drop to a pre‑set level, limiting downside losses.

Take‑Profit Orders:

  • Lock in gains when a token hits your target price, avoiding the “ride it back down” mistake.

Why It Works: These orders enforce discipline, removing emotional decision‑making from the equation.

4. Hedge with Stablecoins

Stablecoins like USDC and USDT are essential for risk management.

  • Protect against sudden market drops by keeping 5–15% of your portfolio in stablecoins.
  • Use stablecoins for buying dips without needing to sell other holdings at a loss.

Platforms like Token Metrics help track the optimal balance between stablecoins and risk assets for your portfolio.

5. Manage Leverage Carefully

Leverage amplifies both gains and losses.

  • Avoid over‑leveraging in a volatile market.
  • If using leverage, keep it low (1–3x) and apply strict stop‑loss rules.

AI‑powered insights from Token Metrics can help you assess volatility before taking leveraged positions.

6. Use Dollar‑Cost Averaging (DCA)

DCA means investing a fixed amount regularly, regardless of price.

  • Helps smooth out volatility by buying over time.
  • Reduces emotional trading decisions.

Pairing DCA with Token Metrics’ trend analysis ensures you’re accumulating assets with strong AI‑verified fundamentals.

7. Actively Rebalance Your Portfolio

Markets shift quickly. Rebalancing keeps your portfolio aligned with your goals.

Rebalance when:

  • An asset grows disproportionately large.
  • AI‑driven insights suggest a narrative is weakening.

Token Metrics’ portfolio tracker helps monitor your allocations and signals when adjustments are needed.

8. Stay Ahead of Market Narratives

Narratives drive capital flows in crypto — AI tokens, DeFi 2.0, RWAs, and more are shaping 2025.

Why It Matters:

  • Early identification of narratives allows you to capitalize on growth sectors.
  • Exiting fading narratives reduces losses from declining trends.

Token Metrics’ narrative detection tools help you spot these shifts early.

9. Secure Your Assets

Even the best portfolio is useless if it’s hacked.

  • Use hardware wallets (e.g., Ledger, Trezor) for long‑term storage.
  • Enable two‑factor authentication (2FA) on all exchange accounts.
  • Avoid storing large sums on centralized exchanges.

10. Stay Informed

Crypto moves at lightning speed. Staying informed reduces surprises:

  • Follow regulatory updates: Rules are evolving globally in 2025.
  • Track on‑chain data: Use Token Metrics to monitor wallet activity, token burns, and developer engagement.
  • Join crypto communities: Gain insights from experienced traders and analysts.

Practical Example: A Risk‑Managed Portfolio for 2025

  • 40% Bitcoin & Ethereum: Stability and staking income.
  • 30% Narrative‑Driven Assets: AI tokens like TMAI, Layer 2 solutions, and DeFi protocols.
  • 15% Stablecoins: Hedge against volatility and provide liquidity.
  • 10% Yield‑Generating Assets: Staking and liquidity pools.
  • 5% High‑Risk Plays: Speculative small‑caps or meme tokens.

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This portfolio balances security, growth, and liquidity.

Common Risk Management Mistakes

  • Overexposure to hype tokens: Avoid allocating heavily to meme coins.
  • Ignoring exit strategies: Always have profit targets.
  • Emotional trading: Stick to AI‑guided data, not fear or FOMO.

Conclusion

Managing risk in crypto isn’t about avoiding volatility — it’s about embracing it intelligently.

By combining diversification, automated trading tools, hedging, and AI‑driven insights from Token Metrics, you can protect your capital and position yourself for consistent growth in 2025.

In crypto, survival is success — and with the right risk management strategies, you can turn survival into long‑term profitability.

Crypto Basics

Understanding Zero Knowledge Proofs: Securing Privacy and Verification

Token Metrics Team
4
MIN

Introduction

Zero Knowledge Proofs (ZKPs) represent a groundbreaking cryptographic concept that enables one party to prove knowledge of specific information to another party without revealing the information itself. This technology is rapidly gaining traction within blockchain ecosystems and privacy-focused applications, offering novel approaches to verification and security without compromising sensitive data.

Basics of Zero Knowledge Proofs

At its core, a Zero Knowledge Proof is a method by which a prover demonstrates to a verifier that a given statement is true, without revealing any additional information beyond the validity of the statement. Introduced in the 1980s, ZKPs rely on complex mathematical algorithms to ensure that knowledge can be proven without disclosure, preserving confidentiality.

The three essential properties that characterize zero knowledge proofs are:

  • Completeness: If the statement is true, an honest verifier will be convinced by an honest prover.
  • Soundness: If the statement is false, no dishonest prover can convince the honest verifier otherwise.
  • Zero-Knowledge: The verifier learns nothing other than the fact the statement is true, gaining no additional knowledge about the actual information.

Types of Zero Knowledge Proofs

There are several approaches to implementing ZKPs, each with its trade-offs and applications. Two of the most significant forms include zk-SNARKs and zk-STARKs.

  • zk-SNARKs (Zero-Knowledge Succinct Non-Interactive Arguments of Knowledge): These are compact proofs that require minimal data for verification and do not require back-and-forth interaction between prover and verifier after setup. zk-SNARKs are widely used in privacy-oriented blockchains such as Zcash.
  • zk-STARKs (Zero-Knowledge Scalable Transparent Arguments of Knowledge): An evolution of zk-SNARKs, zk-STARKs remove the need for a trusted setup and improve scalability and transparency, although generating proofs may be more computationally intensive.

Applications in Blockchain and Cryptography

Zero Knowledge Proofs have considerable implications for enhancing privacy and scalability in decentralized systems. Key applications include:

  • Privacy Encryption: ZKPs enable private transactions by allowing users to confirm transaction validity without revealing participant identities or transaction details.
  • Identity Verification: Users can prove attributes such as age or citizenship without disclosing personal data, reducing risks associated with data leaks and identity theft.
  • Secure Voting Systems: Ensuring the legitimacy of votes while keeping individual votes confidential.
  • Scalability Solutions: By verifying computations off-chain with ZKPs, blockchain networks can reduce on-chain data processing, improving throughput and efficiency.

Challenges and Limitations

Despite their potential, Zero Knowledge Proofs face notable challenges that require careful consideration in practical deployment:

  • Computational Overhead: Generating zero knowledge proofs can be resource-intensive, particularly for complicated statements or large data sets.
  • Trusted Setup Concerns: Some ZKP systems, such as zk-SNARKs, require an initial trusted setup, which poses risks if compromised.
  • Implementation Complexity: Developing robust zero knowledge protocols demands advanced cryptographic expertise and rigorous security auditing.

Role of AI in Zero Knowledge Proof Analysis

Advancements in Artificial Intelligence (AI) have begun to complement cryptographic research, including the exploration and utilization of Zero Knowledge Proofs. AI-driven analytical tools can assist researchers and developers by:

  • Optimizing cryptographic algorithms for efficient proof generation.
  • Performing advanced pattern recognition on blockchain data enhanced by ZKPs to uncover usage trends without compromising privacy.
  • Supporting risk management frameworks by assessing protocol security based on integrated cryptographic parameters.

Platforms such as Token Metrics leverage AI-driven research to analyze emerging cryptographic technologies, including zero knowledge protocols, offering quantitative insights into technological developments and ecosystem dynamics.

How to Research Zero Knowledge Proof Projects

When evaluating projects that incorporate zero knowledge proofs, consider the following research aspects to obtain an objective and thorough understanding:

  1. Technical Documentation: Review whitepapers and technical specifications to understand the ZKP implementations and cryptographic assumptions.
  2. Community and Development Activity: Assess active developer engagement and community support to gauge project viability and ongoing innovation.
  3. Security Audits: Verify results from third-party security audits focused on ZKP mechanisms to mitigate potential vulnerabilities.
  4. Use Cases and Partnerships: Investigate real-world applications and collaborations that demonstrate practical utility of zero knowledge proofs.
  5. Analytical Tools: Utilize platforms like Token Metrics for comprehensive project ratings that incorporate AI-enhanced data on technology and ecosystem health.

Future Outlook and Research Directions

Zero Knowledge Proofs are poised to become foundational in advancing privacy and scalability in decentralized systems. Future research continues to focus on:

  • Improving efficiency of proof generation to enable wider adoption in resource-constrained environments.
  • Developing trustless and transparent protocols to eliminate the need for trusted setups entirely.
  • Expanding integration with emerging technologies such as secure multi-party computation and homomorphic encryption.
  • Enhancing interoperability between ZKP implementations across different blockchain platforms.

Continued innovation in this domain is supported by cross-disciplinary collaborations, including cryptography, computer science, and AI research.

Conclusion

Zero Knowledge Proofs offer a powerful paradigm shift in cryptography, enabling privacy-preserving verification without information disclosure. Their adoption within blockchain and related fields supports the creation of secure, efficient, and private systems. Utilizing AI-powered platforms like Token Metrics can assist in analyzing and understanding the evolving landscape of zero knowledge proof technologies.

Disclaimer

This article is for educational and informational purposes only. It does not constitute financial advice, investment recommendations, or endorsements. Readers should conduct their own research and consult professionals before making decisions related to cryptographic technologies or blockchain projects.

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