Analysis of the Web3 Interface Paradigm: A Triple Structure of AI Intelligence, Social Connectivity, and Trading UX
This study explores three distinct developmental directions of the Web3 interface, focusing on the projects @AlloraNetwork, @UXLINKofficial, and @vooi_io. Allora is a collective intelligence network based on AI-driven predictions, UXLINK is a social onboarding infrastructure centered around a bidirectional trust graph, and VOOI is a platform that integrates multi-chain trading experiences through intent-based trading UX, each forming its ecological position. All three systems aim to simplify user experience through abstraction, but due to differing data flow structures, they occupy complementary rather than competitive positions.
Allora is an L1 network based on the Cosmos SDK, implementing inter-model evaluation and accuracy improvement through a collective intelligence prediction system. Over 690 million inferences have been performed, with an observed accuracy improvement of 20-30% compared to simple average models. This network collects data by prediction topic units, where participating models mutually predict performance and provide results through weighted synthesis. This allows prediction accuracy to adapt in real-time to external factors such as market volatility. Economically, it has designed a stake-based incentive structure centered around the $ALLO token, with rewards and slashing based on participant performance. However, due to its developer-centric ecosystem, the cost of acquiring users is very high, and scalability for the general user base is limited.
UXLINK is a social graph infrastructure based on optimistic rollups, building a reliable relationship network through real-name-based bidirectional connections. As of Q3 2025, it has secured over 54 million users, with a user acquisition cost of only $0.26. This has been made possible by a relationship formation mechanism based on mutual consent, unlike existing unidirectional social structures. However, a hacking incident in September 2025 revealed centralization risks in the system, with tokens worth $100 million being stolen. Subsequently, the team attempted recovery through a 1:1 swap and reward programs, and is promoting trust recovery through technical audits and governance reforms. Nevertheless, UXLINK is leading the popularization of Web3 through its large user base and social verification features.
VOOI is an intent-based trading platform on a multi-chain basis, allowing users to trade across more than 17 chains in a gasless manner from a single account. Cumulative trading volume has exceeded $11 billion, with over 100,000 traders participating. Users can manage positions across multiple DEXs with a single deposit, and the trading process is maintained in a non-custodial structure. The main differentiator is the chain abstraction through bridges and the cross-account balance (CAB) structure, which simplifies the user experience to the level of CEX. The revenue model consists of trading fees and point-based incentives, with points awarded based on trading frequency and activity, which will be tokenized in the future.
Comparing the structures of the three platforms, Allora holds a competitive advantage in the layer of intelligent accuracy, UXLINK in the layer of reliable connections, and VOOI in the layer of execution efficiency. Allora's data flow is characterized by collective synthesis through top-down validation, UXLINK by trust graph formation through radial diffusion, and VOOI by immediate trading through bottom-up intent execution. Participation rates also differ, with Allora seeing contributions of 1-2 times a day centered on technical participation, UXLINK 2-5 times a day based on social activity, and VOOI showing high-frequency behavior of 3-10 times a day centered on trading.
In terms of economic feedback structure, UXLINK provides the most immediate value return. User behavior is directly linked to token utility, allowing for rapid ecosystem circulation, with a monthly retention rate of about 40-50%. In contrast, Allora and VOOI are in the pre-token launch stage, leading to delayed rewards and relatively lower participation sustainability. However, VOOI forms a relatively strong user loop through trading volume-based incentives. UXLINK has secured network effects through a user-centric trust network, Allora shows data network effects through model diversity, and VOOI demonstrates liquidity network effects through trading volume aggregation.
These three platforms are structurally non-competitive and likely to perform complementary roles. UXLINK's social layer is responsible for user inflow, Allora's AI layer enhances decision-making reliability, and VOOI's trading layer provides execution efficiency, enabling an integrated stack. In practice, UXLINK's identity verification feature could assist in Allora's defense against civil attacks, and Allora's prediction model could be utilized in VOOI's automated trading strategies. However, the three projects adopt different chain structures and economic models, presenting technical, economic, and organizational barriers to integration.
Overall, the evolution of the Web3 interface is diverging around three axes rather than converging into a single form. Allora is defined as an intelligence-centered decision-enhancing model, UXLINK as a relationship-centered trust-based onboarding model, and VOOI as a behavior-centered execution efficiency model. Each structure shows distinct differences in user participation forms, data flow, and economic feedback speed, and this diversity drives the experimental expansion of the entire Web3 ecosystem. In the long term, the three layers are likely to interconnect, generating AI-validated insights in a trust-based social network that lead to immediate trading, creating an integrated user experience. However, currently, they are in the stage of accumulating achievements in their respective specialized areas, with independent experiments and differentiation laying the groundwork for future integration.
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