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On-Chain Trust
Instead of relying on outdated credit scores or centralized gatekeepers, our system looks at how wallets actually behave onchain. By analyzing real activity and interaction patterns, we not only measure trust, risk and engagement ● we also help users build and improve their on-chain reputation over time.
zkME
Development
Economic Incentives
zkME
Merkle Root
Merkle proofs
zkME
Decentralized Future
Bridging the Gap
At the core of our system is a neural network trained specifically to understand on-chain behavior in a decentralized environment. It doesn’t just analyze raw data, it learns from wallet interactions, transaction patterns, and ecosystem engagement to generate a meaningful, privacy-preserving reputation score that evolves as you do.
zkME is a public-good protocol, decentralized infrastructure for measuring on-chain trust and reputation. Designed for composability and transparency, built on Solana and Eigen Layer.
zkME uses a behavior-centric AI that learns from on-chain activity to assess trust and reputation. It continuously improves over time, adapting to new patterns, risks and trends, making trust in Web3 smarter, not static.
zkME uses zkTLS to verify off-chain credentials, like social accounts or web domains — without revealing your identity. It lets you prove who you are without KYC, making real-world reputation usable on-chain while preserving privacy and sovereignty.
With zkME, reputation isn’t just something you build — it’s something you earn and grow.
By interacting on-chain, contributing to ecosystems and proving credibility, users can unlock incentives, roles and access tied to their behavior and trust score.
Challenges in Web3 Participation
Moreover, even when users play it safe, such as by maintaining responsible collateral ratios on platforms like Aave, they are still forced to over-collateralize, simply to avoid liquidation. Meanwhile, high-risk traders ● are often treated the same, receiving identical funding rates despite their reckless behavior. This inequality in treatment further highlights the need for a more balanced system where responsible actions are fairly recognized and rewarded.
Even for those who engage with decentralized exchanges daily, the rewards ● often don’t reflect their level of participation. After months of active trading, users still face the same high fees, with no additional incentives or benefits. This lack of reward for consistent activity diminishes the value of their engagement.