Crypto Basics

Can AI or Data Tools Help Identify Moonshots?

Learn how AI and data tools like Token Metrics identify crypto moonshots early. Discover how to use AI grading, signals, and momentum analysis to find your next 100x token.
Token Metrics Team
8 min
MIN

From Hype to Science — The Role of AI in Finding Moonshots

In the past, finding a 100x moonshot often meant trolling crypto Twitter threads, scanning Discord servers, or jumping into Telegram groups filled with bots and hype. But times have changed. In 2025, the smartest investors use AI and data analytics tools to uncover hidden gems before they explode.

This blog explores how AI and crypto-specific data platforms like Token Metrics are transforming moonshot discovery into a science — removing the guesswork and helping investors spot massive opportunities early.

Why Human-Only Research Isn’t Enough Anymore

With over 2 million crypto tokens and hundreds launching weekly, it’s virtually impossible to manually research everything. Retail traders are often overwhelmed, relying on gut feelings or influencer tweets.

AI levels the playing field by:

  • Analyzing massive datasets at scale
  • Spotting hidden patterns in price, volume, and sentiment
  • Scoring tokens based on fundamentals, momentum, and risk
  • Filtering out noise, scams, and pump-and-dumps

Simply put, AI sees what the human eye misses.

How AI Tools Detect Moonshots

AI models trained on crypto data can identify early-stage projects by analyzing:

These insights allow you to rank tokens and prioritize research efforts.

How Token Metrics AI Grades Work

Token Metrics, a pioneer in AI-driven crypto analytics, uses machine learning to generate Investor Grades, Trader Grades, and Bullish/Bearish Signals for thousands of tokens.

Here's how:

  • Investor Grade – Long-term potential based on fundamentals, community, tech
  • Trader Grade – Short-term potential based on price action, momentum, liquidity
  • Bullish Signal – Triggered when AI detects high-probability upside within 7–14 days
  • Bearish Signal – Warns of likely downturns or profit-taking zones

Moonshots that rank highly across these metrics are often early movers with breakout potential.

Top Tools to Find Moonshots with AI & Data

Use these tools together to spot patterns others miss.

Case Study: AI Spotting a Moonshot Early

Let’s say a low-cap AI token called NeuroLink AI launches. It’s not yet on CEXs but shows:

  • Spike in GitHub commits
  • Surge in Telegram growth
  • 24h price up 18%, volume 400%
  • Mentioned in 3 Token Metrics Bullish Signals in one week
  • AI Trader Grade: 91/100

That’s a prime moonshot candidate worth further analysis — and most retail traders wouldn’t catch it until it’s up 5x.

Human + AI = The Winning Formula

AI doesn't replace human judgment — it enhances it. The best approach is:

  1. Use AI to scan, sort, and filter top candidates
  2. Manually research the top 5–10 picks
  3. Evaluate community, product, team, and roadmap
  4. Use risk metrics and technicals for entry/exit planning

This hybrid approach minimizes FOMO and maximizes precision.

Moonshot AI Checklist

Before diving in, check:

âś… High AI Trader or Investor Grade (85+)
âś… Momentum score surging
âś… Early-stage narrative (AI, DePIN, RWA, etc.)
âś… Community growth across socials
âś… Smart money inflows on-chain
âś… No major unlocks in next 30 days

If all boxes are ticked, you may have found your next 10x.

Final Thoughts: AI is the Ultimate Edge in 2025

Crypto moonshots are no longer found in meme threads and TikTok videos alone. In 2025, the best investors use AI-powered research to systematically uncover explosive opportunities before they go viral.

By leveraging platforms like Token Metrics, you turn chaos into clarity — and emotion into execution.

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Token Metrics Team
Token Metrics Team

Recent Posts

Announcements

AI Tokens and DeFi 2.0: Where Smart Capital is Flowing

Token Metrics Team
4 min
MIN

The crypto market is cyclical—not just in price, but in narrative. In recent months, attention has rotated from AI to DeFi, creating new opportunities for savvy investors. Let’s break down the trends.

AI Momentum Remains Strong

Projects like Vader AI, BitTensor, and Grass continue to dominate the conversation. Vader AI, part of the Virtua ecosystem, gained momentum from staking programs and Genesis Launchpad allocations. Grass, a data-layer AI protocol, claims $15M+ in revenue and recently flipped bullish on technical indicators.

BitTensor remains the leading infrastructure play in the AI space, drawing parallels to Bitcoin in its community enthusiasm and decentralization ethos. It has rebounded over 150% from its lows and is showing resilience in the current market cycle.

DeFi’s Comeback: Aerodrome and Beyond

Meanwhile, DeFi is showing signs of resurgence. Aerodrome, a DEX on the Base chain, is gaining traction through strong liquidity incentives and revenue-sharing mechanisms. Its user incentives echo the early days of Curve or Uniswap but on a chain optimized for scalability.

Virtua’s staking model is also driving a hybrid DeFi/AI strategy, blurring the lines between token utility, participation, and value capture.

Narrative Rotation: What It Means

Crypto narratives are rarely zero-sum. What we’re seeing now is a healthy diversification: AI remains dominant, but DeFi is catching a second wind. For investors, this means exploring tokens that sit at the intersection—offering strong tech, compelling incentives, and infrastructure integrations.

Closing Thoughts

Whether you’re riding the AI wave or positioning for the DeFi rebound, it’s clear that smart capital is flowing into ecosystems with tangible traction. Watch the flows, track the signals, and always be ready to pivot.

Track the Trends with Token Metrics

Token Metrics is your edge in navigating the ever-shifting landscape of crypto narratives. Our AI-powered research platform helps you spot bullish trends early, evaluate project fundamentals, and make data-driven investment decisions. Whether you're interested in AI tokens, DeFi protocols, or hybrid plays, Token Metrics provides real-time signals, technical grades, and curated indices to guide your next move.

Explore the platform at www.tokenmetrics.com and discover where smart capital is heading next.

Research

How Hyperliquid is Redefining Decentralized Perpetuals in 2025

Token Metrics Team
4 min
MIN

While most exchanges compete on liquidity or UI, Hyperliquid is rewriting the rules entirely.
This decentralized perps exchange has not only survived the bear market—it’s thriving. Backed by real revenue, a growing user base, and a unique listing model, Hyperliquid is emerging as the “Uniswap of Perps.”

The Reverse Auction Listing System

Hyperliquid introduces a novel reverse auction system for listing tokens. Bidders compete for tickers, with starting prices set at 2x the previous auction. Some tickers have fetched over $1 million, with the fees used for buybacks and burns—driving long-term value to the ecosystem.

This model isn’t just a gimmick. It introduces scarcity and gamification into token listings—something no other exchange is doing at this level.

Sustainable Revenue and Strong UX

Unlike many DEXs, Hyperliquid generates consistent trading fees, even in sideways markets. Its EVM-compatible L1 is coming soon, which could further cement it as the go-to perps exchange for serious traders.

Product-Market Fit in Action

In a space where hype often outpaces adoption, Hyperliquid offers both. It's not trying to be first—it's trying to be the best. The community listing process, upcoming L1, and high trading volumes all suggest it’s built for long-term relevance.

Smarter Trading with Token Metrics

To navigate emerging platforms like Hyperliquid, sophisticated analytics are key. Token Metrics provides a powerful suite of tools—AI-driven trading signals, token grades, on-chain data, and market indicators—to help traders make confident, data-backed decisions. Whether you're evaluating new token listings, monitoring market sentiment, or comparing DEX performance, Token Metrics equips you with everything you need to stay ahead of the curve.

Final Take

Hyperliquid is more than just another DEX—it’s a case study in how to build sustainable tokenomics and community alignment. If you’re looking for the next big infrastructure play in trading, don’t sleep on this one. And if you want to trade smarter, platforms like Token Metrics can be your secret weapon in decoding the market's next moves.

Announcements

Is Sui the Next Solana? A Deep Dive into L1 Competitors

Token Metrics Team
4 min
MIN

As the Layer 1 (L1) narrative continues to evolve, one blockchain has rapidly emerged as a serious contender to Solana’s throne: Sui. With growing infrastructure support and a strong focus on user experience, Sui is positioning itself as one of the most compelling L1 platforms in 2025.

Why the Sui Hype?

Sui has been gaining traction due to key integrations across the crypto ecosystem. Phantom wallet, known for its Solana roots, recently announced Sui support—putting Sui directly in the hands of thousands of users. Similarly, Axelar and LI.FI, major players in bridging and routing, have added Sui to their networks.

These integrations are not just symbolic; they’re strategic. By positioning itself as a supported chain across EVM-native infrastructure, Sui becomes more accessible and developer-friendly—critical factors for long-term adoption.

The SuiPlay Effect

Sui is also expanding beyond traditional DeFi and into consumer crypto. SuiPlay, a gaming-focused hardware device launched earlier this year, sold out in days. It marks a shift in L1 differentiation—no longer just about TPS (transactions per second), but about vertical-specific UX.

The gaming angle aligns with Sui’s broader push toward being the “consumer chain,” capturing not only dApp developers but also everyday users seeking smoother, gamified blockchain experiences.

Performance and Market Sentiment

Price action also favors Sui. While Solana bounced impressively from its post-FTX lows, Sui is now showing similar potential—with infrastructure support, developer traction, and consumer-facing products driving upward momentum.

The market seems to agree. Multiple indicators suggest Sui could outperform both Solana and Ethereum in the upcoming cycle. Its lower starting valuation also offers more upside, especially for value investors looking for the “next Solana.”

Final Thoughts

While it’s too early to crown Sui the definitive winner, all signs point to a strong L1 contender. Between integrations, product expansion, and market sentiment, Sui is carving a path worth watching—and potentially investing in.

Track Sui’s Momentum with Token Metrics

At Token Metrics, our AI-powered analytics tools help you track emerging L1 narratives like Sui in real time. From grade-based investment ratings and on-chain indicators to AI-generated bullish/bearish signals and technical scorecards, Token Metrics gives you the data you need to make smarter decisions. Explore Sui’s performance, compare it to other L1s, and stay ahead of the next market rotation—all in one dashboard.

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