Target: Virtuals Protocol / virtuals.io Base date: May 15, 2026 KST Virtuals is a structure that combines “AI agent issuance platform + inter-agent commerce network” with $VIRTUAL as the key currency. The token demand design is strong, but the actual sustainability depends on how much agents create paid services rather than speculative transactions. Overall score: 8.0 / 10 Virtuals Protocol aims for an “AI agents society” where autonomous AI agents create services or products and conduct on-chain commerce with humans and other agents.
Investment View
Treasury emission reporting standardization ecosystem Treasury 35% is a large source of growth finance. Investment/Design Perspective Conclusion: Virtuals has a strong token utility and incentive design, and the quality of the token economy greatly improves as “productive agent sales within the ecosystem” are confirmed. Currently, it is evaluated as having high growth potential, high design completeness, and medium verification risk for actual use.
The evaluation framework looks at “technical maturity, economic independence, institutional integration, network resilience, and narrative evolution” and calculates quantitative achievement rates for each goal and a weighted comprehensive score. The report must also include the nine-step structure, Score Sensitivity, mathematical model, and NER narrative depletion diagnosis. The current maturity level of the Virtuals Protocol is rated at 60/100, “Narrative Stage of Deployment”.
Investment View
(GitHub) Developer maturity score: 55/100 Public SDK/CLI and documentation are strengths, but the scope of disclosure of core protocol implementation, revenue data, and agent quality evaluation system is limited, so the possibility of verification at the L1/L2 open source project level is not yet possible. What sets Virtuals apart is its “market structure that tokenizes agents and uses $VIRTUAL as the primary economic currency.” The biggest risk is that the agent economy will outstrip actual productivity.