How can you easily grasp the current market trends, technological developments, ecosystem progress, and governance dynamics in the Web3 industry? Web3Caff Research's "Market Pulse Analysis" column delves into the front lines to identify and select current hot topics, providing valuable interpretations, commentary, and fundamental analysis. See through the phenomena to the essence, and follow us to quickly capture the forefront of the Web3 market.
Author: Hendrix , Researcher at Web3Caff Research
Cover: Logo from this project, Typography by Web3Caff Research
Word count: 2900+ words in total
While current AI agents are powerful, they still struggle to integrate into human economic activities. One reason is that all current online business models are built upon human visual interfaces. When AI agents take over human online buying and selling, they discover that behind the similar interfaces of each e-commerce platform lies a more complex and fragmented network. Each platform has its own unique API standards, data structures, and front-end logic, posing a significant challenge for AI attempting to participate in economic activities across platforms. To address this issue, Google recently launched the Universal Commerce Protocol (UCP), aiming to establish a universal protocol for online economic activities. This protocol will provide standardized data models, API interfaces, discovery mechanisms, and negotiation protocols for all heterogeneous e-commerce systems, enabling AI agents to conduct transactions and manage in different business environments with low friction.
The core of UCP's ecosystem design stems from the differentiation of key participants in the e-commerce system. It defines four core roles:

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- The "Financing Project Decoded" column features content that is continuously updated and provides a structured analysis of newly launched and popular financing projects.
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One-time subscription, year-round tracking and decoding of Web3 frontline news.- Market Pulse Analysis (continuously updated to efficiently capture unusual market trends)
- The "Financing Project Decoded" column features content that is continuously updated and provides a structured analysis of newly launched and popular financing projects.
- Research Report Reading Card (Unlocks up to 6 institutional research reports within the membership validity period)
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the history of this member's access to certain sections.
- Web3 Terminology Hover Definitions (Instant explanations of technical terms, making reports easy for beginners to read)
- Member community (for collaborative learning and improvement with analysts, practitioners, investors, and others)
- Daily internal news push
- Daily Featured Push
- Infographic push notifications (hot data, featured images)
180-day PRO subscription membership
A longer-term research perspective allows us to truly understand key trends.- Market Pulse Analysis (continuously updated to efficiently capture unusual market trends)
- The "Financing Project Decoded" column features content that is continuously updated and provides a structured analysis of newly launched and popular financing projects.
- Research Report Reading Card (Unlocks any 2 institutional research reports within the membership validity period)
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the history of this member's access to certain sections.
- Web3 Terminology Hover Definitions (Instant explanations of technical terms, making reports easy for beginners to read)
- Member community (for collaborative learning and improvement with analysts, practitioners, investors, and others)
- Daily internal news push
- Daily Featured Push
- Infographic push notifications (hot data, featured images)
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Lightweight start-up, quick access to cutting-edge Web3 value- Market Pulse Analysis (continuously updated to efficiently capture unusual market trends)
- The "Financing Project Decoded" column features content that is continuously updated and provides a structured analysis of newly launched and popular financing projects.
- Research report reading pass (monthly subscription membership does not include access to institutional research reports)
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the history of this member's access to certain sections.
- Web3 Terminology Hover Definitions (Instant explanations of technical terms, making reports easy for beginners to read)
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- Web3 Project Financing Database
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- Unlock the history of this member's access to certain sections.
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- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
- Exclusive community for institutions (collaborating with Web3 executives, institutions, funds, etc. for collaborative research and improvement)
- Downloadable PDF report
- Database product CSV download (available upon request in "partial" format, once per year)
- Web3 thesaurus (supports floating definitions for terms within reports)
- Daily internal news push
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- Communication and feedback regarding research direction
- Customized research reports discounted (9.5% off)
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Strengthen research frequency and response capabilities- Multiple accounts for businesses (2 seats; please contact customer service to add more seats).
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- Our market pulse analysis and financing project decryption columns (updated 2-4 times per week, easily capturing market hotspots and popular financing projects)
- Web3 Project Financing Database
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- Unlock the history of this member's access to certain sections.
- Customized research report (1 copy, topic selection requires review, let a reputable research team in the industry conduct specialized research for you and produce results)
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- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
- Exclusive community for institutions (collaborating with Web3 executives, institutions, funds, etc. for collaborative research and improvement)
- Downloadable PDF report
- Database product CSV download (available upon request in "partial" format, once per year)
- Web3 thesaurus (supports floating definitions for terms within reports)
- Daily internal news push
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- Communication and feedback regarding research direction
- Customized research reports discounted (9.5% off)
Institutional Professional Edition Annual Membership
Customized research + analyst support- Multiple accounts for businesses (3 seats; please contact customer service to add more seats).
- Research Reports section (unlocks all project, narrative, and sector-specific research reports, updated weekly; reports cover 80+ Web3 sectors; user reviews say "I wish I'd discovered this sooner")
- Our market pulse analysis and financing project decryption columns (updated 2-4 times per week, easily capturing market hotspots and popular financing projects)
- Web3 Project Financing Database
- Web3 Event Tracking Database
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the history of this member's access to certain sections.
- Customized research report (1 copy, topic selection requires review, let a reputable research team in the industry conduct specialized research for you and produce results)
- Priority access to announcements regarding key research directions
- Access to research reports in advance (unlimited access; upon request, reports can be unlocked ahead of the market after the official release of research report previews).
- One-on-one consultation with an analyst (1 hour, topic subject to review)
- Analyst-exclusive Q&A service (8 questions, topics subject to review)
- Browse the analyst Q&A summary section (a curated selection of high-value, insightful content).
- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
- Exclusive community for institutions (collaborating with Web3 executives, institutions, funds, etc. for collaborative research and improvement)
- Downloadable PDF report
- Database product CSV download (available upon request for "full" data, 2 times/year)
- Web3 thesaurus (supports floating definitions for terms within reports)
- Daily internal news push
- Daily Featured Push
- Infographic push notifications (hot data, featured images)
- Communication and feedback regarding research direction
- Customized research reports - 10% off
Institutional Flagship Edition Annual Membership
In-depth research and dedicated support- Multiple accounts for businesses (3 seats; please contact customer service to add more seats).
- Research Reports section (unlocks all project, narrative, and sector-specific research reports, updated weekly; reports cover 80+ Web3 sectors; user reviews say "I wish I'd discovered this sooner")
- Our market pulse analysis and financing project decryption columns (updated 2-4 times per week, easily capturing market hotspots and popular financing projects)
- Web3 Project Financing Database
- Web3 Event Tracking Database
- Member Weekly Report (Effective Absorption of Weekly Highlights)
- Unlock the history of this member's access to certain sections.
- Customized research report (1 copy, topic selection requires review, let a reputable research team in the industry conduct specialized research for you and produce results)
- Priority access to announcements regarding key research directions
- Access to research reports in advance (unlimited access; upon request, reports can be unlocked ahead of the market after the official release of research report previews).
- One-on-one consultation with an analyst (1 hour, topic subject to review)
- Analyst-exclusive Q&A service (12 questions, topics subject to review)
- Browse the analyst Q&A summary section (a curated selection of high-value, insightful content).
- Institutional-level closed-door communication meetings (once per quarter, to obtain first-hand information and resources on industry trends).
- Exclusive community for institutions (collaborating with Web3 executives, institutions, funds, etc. for collaborative research and improvement)
- Downloadable PDF report
- Database product CSV download (available upon request in "full" format, 3 times/year)
- Web3 thesaurus (supports floating definitions for terms within reports)
- Daily internal news push
- Daily Featured Push
- Infographic push notifications (hot data, featured images)
- Communication and feedback regarding research direction
- Customized research reports - 10% off




