Proof of Usefulness Report
Yokai OS
Analysis completed on 6/19/2026
+57.23
Proof of Usefulness Score
You're In Business
Yokai OS addresses a clear and genuine problem in the Web3 space by consolidating airdrops, referrals, and community management into a Telegram-native AI system. Its integration with DigiMaaya, a verified project with a 22K+ user community, proves real-world utility and excellent market timing. However, the lack of standalone traction metrics, undisclosed team size, and missing revenue data place the project in the minimal traction tier.
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Score Breakdown
Real World Utility+18.75
Audience Reach Impact+9.00
Technical Innovation+9.75
Evidence Of Traction+5.00
Market Timing Relevance+8.50
Functional Completeness+3.50
Subtotal+54.5
Usefulness Multiplierx1.05
Final Score+57
Project Details
Project URL
Description
Yōkai is a Telegram-native AI community operating system that helps projects manage quests, referrals, airdrops, project memory, and community intelligence. It gives founders and admins a safer way to grow, understand, and support their communities.
Audience Reach
Yōkai currently reaches a live Telegram community of 10K+ users through DigiMaaya, where the agent is being used during an active token launch and airdrop campaign. This gives Yōkai direct monthly exposure to real community members participating in referrals, quests, airdrop tasks, leaderboard activity, and project updates. Beyond DigiMaaya, Yōkai is also building its own early audience through its Telegram bot, website, and community intelligence feed.
Target Users
Yōkai is built for Web3 projects, founders, community managers, launchpads, trading groups, creator communities, and campaign teams that need a smarter way to grow and manage Telegram communities. It helps teams run quests, referrals, airdrops, announcements, support, project memory, and community intelligence, while also helping users discover active projects and opportunities.
Technologies
Bright Data, Other, Telegram Bot API, Cloudflare Workers, Cloudflare D1, Cloudflare Pages, OpenAI/ChatGPT, TypeScript, custom intelligence ingestion layer, public X/news monitoring, Telegram-native quest/referral/airdrop infrastructure.
Traction Evidence
DigiMaaya, a growing digital asset ecosystem with a 22K+ user Telegram community, has started using Yōkai during a key launch period that includes its token campaign and active airdrop. Yōkai is helping support community growth, airdrop participation, referral tracking, and user engagement inside the live Telegram community: https://t.me/DigiMaayaChat
Algorithm Insights
Market Position
Growing utility with room for optimization
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies
Recommendations to Increase Usefulness Score
Document User Growth
Provide specific metrics on user acquisition and retention rates
Showcase Revenue Model
Detail sustainable monetization strategy and current revenue streams
Expand Evidence Base
Include testimonials, case studies, and third-party validation
Technical Roadmap
Share development milestones and feature completion timeline