Market Down? Time to Strengthen Your Skills. Here Are 5 Must-Have Tools for AI Agent Analysis
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Market Down? Time to Strengthen Your Skills. Here Are 5 Must-Have Tools for AI Agent Analysis
When there's no market momentum, focus on honing your inner skills.
Navigating Web3 tides with focused insightsAuthor: TechFlow
Wiping away tears, welcome to another week of broad declines across AI-related tokens on-chain.
After a period of rapid growth, tokens associated with AI Agents have seen widespread and significant pullbacks. Even top-tier tokens have dropped by more than 50%, let alone short-term hype-driven AI tokens; many retail investors are once again shouting that crypto and AI are over.
During the gap between cries of "crypto is dead" and "we are so back," what should we actually do?
When the AI Agent sector heats up again, will you still lack systematic analysis methods and tools, passively waiting for gurus in groups to share wealth codes?
To avoid this scenario, it's wise to build foundational skills during market lulls and master some analytical tools.
The well-known AI Agent analyst @Defi0xJeff previously summarized five commonly used AI Agent analysis tools—some of which our editorial team also frequently uses while surfing the vast crypto waves.
After in-depth usage, we’ll detail each tool’s features and capabilities, potentially helping you avoid detours in the next wave.
1. cookie.fun: A great place to observe the link between sentiment and price
Associated token: $cookie
Following $cookie’s listing on Binance, degens likely already know this prominent AI Agent analytics platform. Our team and international analysts often use this platform to track current market trends, providing meaningful data for research and investment.
The core idea behind all its data presentation is simple: For AI Agent tokens, discussion热度 and price must be correlated.
In an attention-driven crypto market, understanding the relationship between sentiment and price is crucial for project analysis. Thus, platforms like Cookie naturally hold value, and focusing specifically on AI Agent data allows them to quickly capture a niche during market frenzies.
(Related analysis: "The Rise of Research-Oriented AI Agents: A Review of Notable Projects")
Feature Overview:
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Homepage gives you a quick look at today’s top 10 trending AI Agent tokens by discussion volume
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Quick view of daily new followers and smart wallet follow increases among AI projects
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On each project’s detail page, see side-by-side comparison of token price movement and social media discussion热度 over the same time period
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Identify exactly which accounts are discussing a token each day, helping you quickly uncover alpha posts and key analysts
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Suggests similar market-cap tokens
Notably, advanced features on this platform are closely tied to its native token $cookie.
One major function is staking—by staking tokens (minimum 10,000 cookies), users gain access to deeper analytics such as on-chain distribution structure, whale holdings, and enhanced sentiment indicators.
2. AIAgentToolkit.xyz: Pure public good—an AI Agent yellow pages
https://www.aiagenttoolkit.xyz/
Unlike cookie.fun, which focuses on real-time analysis of social sentiment and price correlation, AI Agent Toolkit functions more like a comprehensive, well-organized directory. You can quickly find various project-related information without needing to search or bookmark scattered sources.
This project was created by crypto researcher @chandan1_, and is completely free to use, with exceptionally thorough information.
Feature Overview:
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Homepage categorizes content into frameworks, launchpads, tools, application agents, contacts, and events—making navigation easy
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The AI Agent Frameworks section thoughtfully compares different technical dimensions—ideal for both newcomers and veterans reviewing fundamentals
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The "People" section aggregates social media links for developers, founders, and key members from notable AI projects—no more hunting individually for DMs or updates
Overall, it embodies open-source spirit as a purely公益 website, though the developer does include a donation address.
In the chaotic world of crypto, organizing and presenting information isn’t easy—and even fewer people offer such services for free. Use it, appreciate it, cherish it.
3. Goat Index: Tracking Solana AI Hackathon projects
After ai16z gained traction, the Solana Foundation partnered with it to host a Solana AI hackathon aimed at nurturing promising projects.
(Related analysis: "Solana AI Hackathon Remains Hot: Reviewing Notable Launched Projects")
However, participation was overwhelming—hundreds of projects submitted entries. If you're overwhelmed and want to track developments efficiently, Goat Index is a solid choice.
Feature Overview:
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Homepage layout resembles cookie.fun, linking social discussion热度 with price changes—but focused exclusively on hackathon projects
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Most importantly, only lists projects from the hackathon that already have tokens, enabling easy comparative analysis of market cap, price, performance, and trading volume
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Current functionality remains limited as described—but the navigation bar hints at upcoming features: “AI Index” and “Trading Signals,” suggesting future AI-powered investment decision support. Worth watching.
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Associated token: $SOLENG. Each project listing includes not only social links but also GitHub repositories and code quality ratings—evaluated and audited by Soleng, an AI agent specialized in assessing hackathon code quality.
4. Sentiment.Market: Multi-dimensional analytics across ecosystems
Brought to you by Decentralised.co (@Decentralisedco), a name familiar to those doing research. They regularly publish high-quality reports and podcasts, making them one of the better-known research and media firms overseas.
The most intuitive feature of sentiment.market is its categorization of AI Agents by major ecosystem.
Feature Overview:
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Homepage clearly segments different ecosystems with clear functional focus, including analyses of Virtuals, AI16Z, and AIXBT tweet performance
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Cross-project comparisons include holder count metrics showing increases or decreases in holders—something less visually accessible on other platforms
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Covers not only AI Agents but also AI-related meme coins. For example, last week’s viral LLM token was quickly added—demonstrating strong update frequency
5. Alphanomics: Discover opportunities from DEX trading trends
Strictly speaking, Alphanomics isn't dedicated solely to AI Agents. Instead, it analyzes various DEX data to identify alpha projects and uncover trading opportunities.
Yet amid the AI boom—with most new on-chain tokens being AI-themed—it serves well for AI token analytics too.
Feature Preview:
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Homepage displays overall market trends, rankings of new and trending tokens, along with linked social content
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Token detail pages provide trader-focused data such as contract monitoring and DEX volume analysis
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Notable Bubblemap: Similar to popular bubble charts showing token price movements—offering an intuitive visual overview of current AI Agent market caps and relative performance. A fresh addition to visualization tools.
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Associated token: $nomai
Contract Address (CA):
0x4d70f1058b73198F12a76C193AEf5Db5dD75BabD
The platform has also built its own AI Agent called nomAI, which continuously monitors on-chain AI Agent-related tokens—similar to AIXBT. This AI Agent has its own token $nomai, deployed on Base.
Overall, tools around AI Agents are flourishing—though their core functionalities may overlap. Key capabilities include tracking current social media trends and monitoring changes in on-chain token distribution. Combining these insights enables better assessment of whether a project deserves attention.
While having tools doesn’t guarantee success, every additional analytical dimension adds valuable information.
Data never lies—may you discover new treasures amidst the volatile swings of cyclical markets.
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