What Is Intuition? The Trust Protocol for a Verifiable Decentralized Web

Intuition is a crowdsourced, semantic, and verifiable social and knowledge graph layer designed to operationalize trust in the decentralized web, transforming subjective human reliability into objective, system-driven mechanisms for decision-making.

The Trust Gap in Decentralized Systems

While platforms like Ethereum enable trustless computation, they still rely on social consensus for security and governance, creating vulnerabilities. Users trust developers, auditors, and DAO participants, yet no efficient tools exist to verify their reliability. This gap has led to billions in exploits, as seen in rug pulls and manipulated votes. Intuition addresses this by building a transparent framework where data from people and platforms is restructured into a cohesive graph, allowing users to approximate probabilistic trust levels based on verifiable metrics.

How Intuition Works: Crowdsourced and Semantic Graph

Intuition extracts signals from on-chain activity, off-chain reputations, and community attestations, organizing them into a semantic graph. Users contribute data points—such as code reviews, transaction histories, or governance votes—which are verified through consensus and weighted by reputation scores. The system uses zero-knowledge proofs for privacy-preserving attestations, ensuring sensitive data remains selective while public signals build transparency.

• Data Sources: On-chain transactions, DAO votes, social attestations.
• Verification: Consensus-based weighting; ZK for privacy.
• Output: Trust scores and intuitive dashboards for risk assessment.

Key Features: Enhancing Intuitive Judgment

Intuition refines decision-making like sharpening intuition:

• Semantic Graph: Maps relationships between entities for contextual trust.
• Crowdsourced Attestations: Community-vetted data points with reputation multipliers.
• Programmable Trust: Smart contracts query the graph for access rules, e.g., “grant if trust score > 80%.”
• Interoperability: Integrates with Ethereum, DAOs, and dApps for seamless adoption.

These tools reduce reliance on human fallibility, fostering a more reliable interaction layer.

Use Cases: From DeFi to DAOs

Intuition powers:

• DeFi Lending: Verify borrower reputations before collateralized loans.
• DAO Governance: Weight votes by historical contributions and trust scores.
• NFT Communities: Gate access based on verified ownership and activity.
• RWA Tokenization: Assess issuer credibility for compliant assets.

In 2025’s $150 billion+ DeFi TVL, Intuition could mitigate 90% of social engineering risks.

2025 Outlook: $1B-$2B Ecosystem Value

With growing DAO adoption and privacy demands, Intuition’s graph could underpin $1-2 billion in trust-verified transactions. Bull catalysts: ZK integrations; bear risks: data quality testing adoption.

In summary, Intuition’s verifiable trust graph bridges the decentralized web’s human gap, enabling objective decision-making for 2025’s secure ecosystem.