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AI Track Showing Signs of Fatigue, Will Niche Agents Break the Deadlock?
Original Article Title: Vertical Agents: The Crypto-Native Agent Use Cases
Original Article Author: Defi0xJeff, Founder of Steak Studio
Original Article Translation: Ashley, BlockBeats
Editor's Note: This article explores the application of AI Agents in Web2 and Web3. While Web2 has widely adopted AI Agents to enhance efficiency across sales, marketing, and other fields, Web3 has opened up new application scenarios by combining blockchain technology, especially in the DeFi and decentralized domains. Web3 Agents, through token incentives, decentralized platforms, and on-chain data, have the potential to surpass Web2 Agents. The author points out that although Web3 faces challenges in the short term, its unique advantages make it likely to compete with Web2 in the medium to long term and redefine the industry landscape.
The following is the original content (rearranged for readability):
When we look at general application scenarios outside of Web3, from large enterprises to small companies, many have begun to integrate AI Agents into their daily operations—across sales, marketing, finance, legal, IT, project management, logistics, customer service, and workflow automation—almost every imaginable field.
We have moved from manual digital processing by humans, performing repetitive tasks, filling out Excel sheets, to having autonomous, 24/7 online digital workers (AI Agents). These Agents are not only more efficient but also significantly reduce costs.
Web2 companies are willing to pay $50,000 to $200,000 or even more for AI-driven sales and marketing Agents. Many Agent providers operate highly profitable businesses through SaaS subscription models or consumption-based models (charging based on token usage).
Web2 AI Agent Application Scenarios
Apten_AI
AI + SMS Agent facilitating the sales/marketing process.
Bild_AI
Reading architectural blueprints, extracting material/spec data, and estimating costs based on the collected data.
Casixty
Marketing Agent, identifying popular topics on Reddit, automating responses, and increasing brand engagement. Imagine this product applied to CT!
These examples demonstrate how an AI Agent has already transformed within traditional industries, automating manual tasks and optimizing workflows. While Web2 companies have rapidly adopted AI-driven Agents, the Web3 space has also begun embracing this technology—but with a key distinction.
Web3 AI Agents not only focus on operational efficiency but also integrate blockchain technology, unlocking entirely new use cases.
Web3 AI Agent: More Than Just "Buzzword Bingo" Bots
Just a few months ago, most Web3 Agents were mere conversational bots on Twitter. However, the landscape has significantly shifted. These Agents are now integrating with various tools and plugins, enabling them to perform more complex operations.
sendaifun
Solana AI Agent suite, supporting everything from basic token management to complex DeFi operations.
ai16zdao
Integrated with over 100 plugins, spanning from social media interactions to automated trading and DeFi operations.
Cod3xOrg, @Almanak__
No-code infrastructure allowing users to create autonomous trading Agents.
gizatechxyz
Custom DeFi assistant tailored for investors.
DeFi is the largest sector in cryptocurrency (TVL exceeding $100 billion), and the most impactful crypto-native AI Agent use case falls under DeFAI.
AI Agents in DeFi not only simplify complex experiences through an NLP interface. They also leverage on-chain data to unlock new opportunities.
Blockchain provides a wealth of structured data — credentials, transaction history, P&L, governance activities, lending models, and more. AI can handle, analyze, and extract insights from this data, automate workflows, and enhance decision-making.
Web2 Vertical Agent Driven by Cryptographic Technology
We are also witnessing the integration of Web2 vertical agents with the crypto-native model. A typical example is the launch of virtuals_io on Solana.
_PerspectiveAI
AI-driven fact-checking, continuously improved through community feedback.
Roboagent69
Acting as a personal assistant, booking flights, taxis, purchasing groceries, and scheduling meetings.
HeyTracyAI
AI-driven sports commentary and analysis, starting with the NBA.
Unlike the SaaS model, these agents typically rely on a token-gating mechanism where users must stake or hold a certain amount of tokens to access advanced features while maintaining free basic-level access. Revenue is generated through token transaction fees and API usage fees.
Can Web3 AI Agents Compete with Web2 Startups?
In the short term, Web3 teams face challenges in finding product-market fit and achieving meaningful adoption. They need at least $1-2 million in annual recurring revenue to compete effectively. However, in the medium to long term, the Web3 model has intrinsic advantages:
Community-driven growth powered by token incentives and alignment.
Global liquidity and accessibility, with decentralized and non-custodial platforms removing adoption barriers.
Furthermore, the rise of DeepSeek and the interest of Web2 AI talent in open-source AI further accelerate the synergistic effect between crypto and AI.
Key Applications of Crypto-Native AI Agents
DeFAI – Abstraction Layer, Automated Trading Agent, and Staking/Lending/Borrowing Solution, serving as the front end of DeFi infrastructure while enhancing the efficiency of DeFi products.
Research & Inference Agent – AI-driven research co-pilot that analyzes data, removes noise, and generates actionable insights. A recent favorite of mine is the Security Agent, for example:
@soleng_agent – Analyzing GitHub repository as a DevRel Agent.
@CertaiK_Agent – AI-based audit service identifying potential threats (soon to launch an Agent scoring system).
Data-Driven AI Agent – Utilizing on-chain data and social data to drive autonomous decision-making and execution.
These three areas represent the most promising directions for the application of Crypto-Native AI Agents.
Conclusion
The market has undergone a consolidation phase for over a month, with altcoins and Agent-related tokens experiencing a significant pullback. However, we are nearing a stage where the fundamentals of tokens are becoming clearer.
Web2 vertical Agents have already proven their value, with many companies willing to pay substantial fees for AI-driven automation. Meanwhile, Web3 vertical Agents are still in the early stages but hold immense potential. By combining token-based incentives, decentralized access, and deep integration with blockchain data, Web3 AI Agents have the opportunity to surpass their Web2 counterparts.
The core question remains: Can Web3 vertical Agents achieve a level of adoption equivalent to Web2, or will they redefine the entire industry landscape by leveraging the native advantages of blockchain?
As vertical AI Agents in both Web2 and Web3 continue to evolve, the boundaries between them may blur. Teams that can successfully blend the best features of both – harnessing the efficiency of AI and the decentralization of blockchain – may shape the automation and intelligence in the next generation of the digital economy.
Related Reading: "YC Spring Startup Guide Released: Besides AI Agents, What Other Tracks Could Be the Next Trend?"
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1.Binance Alpha Launches HIPPO, BLUE, and Other Tokens
2.Believe Ecosystem Tokens See General Rise, LAUNCHCOIN Surges Over 250% in 24 Hours
3.Tiger Securities Introduces Cryptocurrency Deposit and Withdrawal Service, Supports Mainstream Cryptocurrencies such as BTC and ETH
4.Current Bitcoin Rally Possibly Driven by Institutions, Retail Traders Yet to Join
5.Binance Wallet's New TGE Privasea AI Participation Requires a 198 Point Threshold, with a Point Consumption of 15
Source: Overheard on CT (tg: @overheardonct), Kaito
PUMP: Today's discussions about PUMP focus on its new creator revenue-sharing model: the platform will allocate 50% of PumpSwap revenue to token creators, sparking varied reactions from users. Some criticize the move as insufficient or even misleading, while others view it as a positive step the platform is taking to reward creators. Meanwhile, PUMP faces market pressure from emerging competitors like LetsBONKfun and Raydium, which are rapidly gaining market share. Users also express concerns about PUMP's sustainability and potential regulatory risks in the U.S., with discussions extending to the platform's impact on the entire memecoin ecosystem.
COINBASE: Today, Coinbase became the first crypto company to join the S&P 500 Index, replacing Discover Financial Services, sparking widespread industry attention. The entire crypto community views this milestone as a significant development, signaling that crypto assets are further integrating into the mainstream financial system. The news has sparked lively discussions on Twitter, with many users pointing out that this may attract more institutional investors to enter the Bitcoin and other cryptocurrency markets.
XRP: XRP became the focal point of today's crypto discussion, with its significant market movements and strategic advances drawing attention. XRP has surpassed USDT to become the third-largest cryptocurrency by market capitalization, sparking market excitement and discussions about its future potential. The surge in market capitalization and price is believed to be related to increasing institutional interest, deepening strategic partnerships, and its role in the crypto ecosystem. Additionally, XRP's integration into multiple financial systems and its potential as a macro asset class are also seen as key factors driving the current market sentiment.
DYDX: Today's discussions about DYDX mainly focused on the dYdX Yapper Leaderboard launched by KaitoAI. The leaderboard aims to identify the most active community participants, with a total of $150,000 in rewards to be distributed over the first three seasons. This initiative has sparked broad community participation, with many users discussing the potential rewards and the incentive effect on the DYDX ecosystem. Meanwhile, progress on the ethDYDX to dYdX native chain migration and historical airdrop events have also been topics of discussion.
1. "What Is 'ICM'? Holding Up the $4 Billion Market Cap Solana's New Narrative"
Overnight, the hottest narrative in the crypto space has become "Internet Capital Markets," with a host of crypto projects and founders, led by the Solana ecosystem's new Launchpad platform Believe, releasing this phrase. Together with "Believe in something," it has become the new slogan heralding the onset of a bull market. What exactly is the so-called "Internet Capital Market," will it become a short-lived hype phrase like the Base ecosystem's previous Content Coin, and what related targets are available for selection?2.《LaunchCoin Surges 20x in One Day, How Did Believe Create a $200M Market Cap Shiba Inu After Going to Zero?｜100x Retrospective》
LAUNCHCOIN broke through a $200 million market cap today, with the long-lost liquidity and such a high market cap "Memecoin" almost bringing half of the on-chain crypto community CT into the fray. The community is crazily discussing this token, with half of it being FOMO and the other half being FUD. This token, originally issued by Believe founder Ben Pasternak under his personal identity, transformed into a new platform token after a renaming. From once going to zero to a $200 million market cap, what happened in between?May 14 On-chain Fund Flow
Within 24 hours, GOONC's market cap soared to 70 million, could GOONC be the next billion-dollar dog on the Believe platform?
Bitcoin has broken $100,000, Ethereum has surpassed 2500, and is Solana's hot streak about to make a comeback?
The current market is in a state of macro euphoria, with GOONC riding the wave today, skyrocketing 10x in just a few hours, reaching a market cap of tens of millions of dollars, trading volume soaring past 50 million, and rumors swirling that the developer may be from OpenAI (unconfirmed but intriguing enough).
A ludicrous and absurd Solana meme that some actually buy into.
GOONC is a meme coin that has sprouted from the "gooning" subculture, offering no technological innovation or practical use, its sole function being speculation.
It takes inspiration from an NSFW term "gooning," which refers to a person being deeply immersed in certain content (you know what), eventually entering a nearly religious-like trance.
In Reddit (such as r/GOONED, r/GoonCaves) and some counterculture media outlets (such as MEL Magazine in 2020), "gooning" has gradually transitioned from an adult label to a meme-addicted, digital content and virtual self-indulgence synonym, arguably the epitome of Degen spirit.
GOONC is playing around with this concept, packaging the addictive nature, uselessness, and irony of gooning into a tradable financial product. The project team has made it clear: "We do not solve blockchain problems, we only trade absurdity." Blunt but oddly genuine.
GOONC launched on May 13, 2025, using the meme coin launch platform Believe App's LaunchCoin module on Solana. This tool is highly Degen: zero technical barriers, a few clicks to create a coin, perfect for projects like GOONC that can come up with ideas out of the blue.
The mastermind behind GOONC is also quite something and is the most talked-about, with KOL @basedalexandoor on X platform (alias "Pata van Goon") personally involved. His profile even caught the attention of Marc Andreessen, co-founder of a16z, making onlookers unable to resist speculating if GOONC has a hint of OpenAI lineage.
While this 'OpenAI Endorsement' is currently just community speculation, it is definitely a good card to play to fuel hype. Saying "we are pure speculation" on one hand, while tagging a few "AI + a16z" on the other.
GOONC took off as soon as it launched. After its launch on May 13, 2025, its market capitalization skyrocketed to $22 million within 4 hours, with a trading volume exceeding $25.6 million in 24 hours. According to platform data, the first day of trading saw an astonishing +41,100% surge, soaring from $0.0000001 to $0.02, becoming a "missed-the-boat" situation.
GOONC quickly formed an active trading community post-launch, with a lot of discussion and trading signals appearing on X platform (such as the 292x return signal provided by DeBot). Liquidity pools on exchanges like Raydium and Meteora grew rapidly, supporting high trading volumes and price increases.
The real climax occurred between May 13 and May 14, with the market cap rising to $5.5 million in the morning and directly surpassing $55 million in the afternoon. By the 14th, it briefly approached a $70 million market cap, with the trading volume soaring to $59 million. Some community members even posted screenshots claiming an increase of +85,000%, creating a new myth out of the ruins.
As of 1:30 pm on May 14, the price stabilized around $0.039, with a total market cap and FDV both around $39.6 million, and a 24-hour trading volume of $5.43 million. Active platforms include XT.COM, LBank, Meteora, and others.
Although there was a slight pullback from the peak ($0.07), the coin's popularity remains strong. For a coin that relies purely on "irony + community + X post" to thrive, this performance is already at a stellar level.
Currently, the background of the token's development team is not transparent, increasing the potential risk of a rug pull. Rugcheck.xyz warns that the creator of the GOONC contract may have permission to modify the contract (e.g., change fees or mint additional tokens), posing certain security risks.
Community members speculate that the meteoric rise of GOONC may be the "last hurrah".
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1.Binance Alpha Launches HIPPO, BLUE, and Other Tokens
2.Believe Ecosystem Tokens See General Rise, LAUNCHCOIN Surges Over 250% in 24 Hours
3.Tiger Securities Introduces Cryptocurrency Deposit and Withdrawal Service, Supports Mainstream Cryptocurrencies such as BTC and ETH
4.Current Bitcoin Rally Possibly Driven by Institutions, Retail Traders Yet to Join
5.Binance Wallet's New TGE Privasea AI Participation Requires a 198 Point Threshold, with a Point Consumption of 15
Source: Overheard on CT (tg: @overheardonct), Kaito
PUMP: Today's discussions about PUMP focus on its new creator revenue-sharing model: the platform will allocate 50% of PumpSwap revenue to token creators, sparking varied reactions from users. Some criticize the move as insufficient or even misleading, while others view it as a positive step the platform is taking to reward creators. Meanwhile, PUMP faces market pressure from emerging competitors like LetsBONKfun and Raydium, which are rapidly gaining market share. Users also express concerns about PUMP's sustainability and potential regulatory risks in the U.S., with discussions extending to the platform's impact on the entire memecoin ecosystem.
COINBASE: Today, Coinbase became the first crypto company to join the S&P 500 Index, replacing Discover Financial Services, sparking widespread industry attention. The entire crypto community views this milestone as a significant development, signaling that crypto assets are further integrating into the mainstream financial system. The news has sparked lively discussions on Twitter, with many users pointing out that this may attract more institutional investors to enter the Bitcoin and other cryptocurrency markets.
XRP: XRP became the focal point of today's crypto discussion, with its significant market movements and strategic advances drawing attention. XRP has surpassed USDT to become the third-largest cryptocurrency by market capitalization, sparking market excitement and discussions about its future potential. The surge in market capitalization and price is believed to be related to increasing institutional interest, deepening strategic partnerships, and its role in the crypto ecosystem. Additionally, XRP's integration into multiple financial systems and its potential as a macro asset class are also seen as key factors driving the current market sentiment.
DYDX: Today's discussions about DYDX mainly focused on the dYdX Yapper Leaderboard launched by KaitoAI. The leaderboard aims to identify the most active community participants, with a total of $150,000 in rewards to be distributed over the first three seasons. This initiative has sparked broad community participation, with many users discussing the potential rewards and the incentive effect on the DYDX ecosystem. Meanwhile, progress on the ethDYDX to dYdX native chain migration and historical airdrop events have also been topics of discussion.
1. "What Is 'ICM'? Holding Up the $4 Billion Market Cap Solana's New Narrative"
Overnight, the hottest narrative in the crypto space has become "Internet Capital Markets," with a host of crypto projects and founders, led by the Solana ecosystem's new Launchpad platform Believe, releasing this phrase. Together with "Believe in something," it has become the new slogan heralding the onset of a bull market. What exactly is the so-called "Internet Capital Market," will it become a short-lived hype phrase like the Base ecosystem's previous Content Coin, and what related targets are available for selection?2.《LaunchCoin Surges 20x in One Day, How Did Believe Create a $200M Market Cap Shiba Inu After Going to Zero?｜100x Retrospective》
LAUNCHCOIN broke through a $200 million market cap today, with the long-lost liquidity and such a high market cap "Memecoin" almost bringing half of the on-chain crypto community CT into the fray. The community is crazily discussing this token, with half of it being FOMO and the other half being FUD. This token, originally issued by Believe founder Ben Pasternak under his personal identity, transformed into a new platform token after a renaming. From once going to zero to a $200 million market cap, what happened in between?May 14 On-chain Fund Flow
Within 24 hours, GOONC's market cap soared to 70 million, could GOONC be the next billion-dollar dog on the Believe platform?
Bitcoin has broken $100,000, Ethereum has surpassed 2500, and is Solana's hot streak about to make a comeback?
The current market is in a state of macro euphoria, with GOONC riding the wave today, skyrocketing 10x in just a few hours, reaching a market cap of tens of millions of dollars, trading volume soaring past 50 million, and rumors swirling that the developer may be from OpenAI (unconfirmed but intriguing enough).
A ludicrous and absurd Solana meme that some actually buy into.
GOONC is a meme coin that has sprouted from the "gooning" subculture, offering no technological innovation or practical use, its sole function being speculation.
It takes inspiration from an NSFW term "gooning," which refers to a person being deeply immersed in certain content (you know what), eventually entering a nearly religious-like trance.
In Reddit (such as r/GOONED, r/GoonCaves) and some counterculture media outlets (such as MEL Magazine in 2020), "gooning" has gradually transitioned from an adult label to a meme-addicted, digital content and virtual self-indulgence synonym, arguably the epitome of Degen spirit.
GOONC is playing around with this concept, packaging the addictive nature, uselessness, and irony of gooning into a tradable financial product. The project team has made it clear: "We do not solve blockchain problems, we only trade absurdity." Blunt but oddly genuine.
GOONC launched on May 13, 2025, using the meme coin launch platform Believe App's LaunchCoin module on Solana. This tool is highly Degen: zero technical barriers, a few clicks to create a coin, perfect for projects like GOONC that can come up with ideas out of the blue.
The mastermind behind GOONC is also quite something and is the most talked-about, with KOL @basedalexandoor on X platform (alias "Pata van Goon") personally involved. His profile even caught the attention of Marc Andreessen, co-founder of a16z, making onlookers unable to resist speculating if GOONC has a hint of OpenAI lineage.
While this 'OpenAI Endorsement' is currently just community speculation, it is definitely a good card to play to fuel hype. Saying "we are pure speculation" on one hand, while tagging a few "AI + a16z" on the other.
GOONC took off as soon as it launched. After its launch on May 13, 2025, its market capitalization skyrocketed to $22 million within 4 hours, with a trading volume exceeding $25.6 million in 24 hours. According to platform data, the first day of trading saw an astonishing +41,100% surge, soaring from $0.0000001 to $0.02, becoming a "missed-the-boat" situation.
GOONC quickly formed an active trading community post-launch, with a lot of discussion and trading signals appearing on X platform (such as the 292x return signal provided by DeBot). Liquidity pools on exchanges like Raydium and Meteora grew rapidly, supporting high trading volumes and price increases.
The real climax occurred between May 13 and May 14, with the market cap rising to $5.5 million in the morning and directly surpassing $55 million in the afternoon. By the 14th, it briefly approached a $70 million market cap, with the trading volume soaring to $59 million. Some community members even posted screenshots claiming an increase of +85,000%, creating a new myth out of the ruins.
As of 1:30 pm on May 14, the price stabilized around $0.039, with a total market cap and FDV both around $39.6 million, and a 24-hour trading volume of $5.43 million. Active platforms include XT.COM, LBank, Meteora, and others.
Although there was a slight pullback from the peak ($0.07), the coin's popularity remains strong. For a coin that relies purely on "irony + community + X post" to thrive, this performance is already at a stellar level.
Currently, the background of the token's development team is not transparent, increasing the potential risk of a rug pull. Rugcheck.xyz warns that the creator of the GOONC contract may have permission to modify the contract (e.g., change fees or mint additional tokens), posing certain security risks.
Community members speculate that the meteoric rise of GOONC may be the "last hurrah".
App