KAPs Mechanism & Data Model

KAPs (Key Attention Pricing System) operates as the intelligent engine that quantifies attention, evaluates contribution, and ensures that every participant is rewarded fairly for their engagement.

It functions as a closed economic feedback loop, where user actions continuously generate data that is analyzed, verified, and translated into measurable value.

KAPs gathers behavioral signals across multiple layers — gaming, social interaction, content creation, and on-chain activity — and processes them through AI models to calculate each user’s k-score.

This score is dynamic, adapting in real time as user participation evolves.

A higher k-score reflects consistent, high-quality engagement and yields greater rewards, visibility, and influence within the ecosystem.

Once generated, k-scores and behavioral data are anchored on-chain, ensuring transparency, verifiability, and resistance to manipulation.

This combination of AI intelligence and blockchain integrity transforms the KAPs model into a trust-based reputation economy — one that rewards authentic contribution and deters artificial or exploitative behavior.

The result is a self-reinforcing system of value creation:

1. User Engagement → Players, creators, and communities generate behavioral and creative data.

2. AI Evaluation → Machine learning models assess the quality, consistency, and impact of these actions.

3. Reputation Scoring → A real-time k-score is produced, reflecting each user’s contribution to the ecosystem.

4. Blockchain Verification → Data and scores are stored on-chain for transparency and auditability.

5. Reward Distribution → Users receive rewards, privileges, and access based on their verified reputation and impact.

As more projects integrate with KAPs, the system becomes smarter and more precise. Each new data point enhances its predictive capabilities, deepens user reputation accuracy, and strengthens the overall integrity of the ecosystem.

Through this continuous cycle, KapKap transforms digital engagement into an intelligent marketplace of attention — where value flows back to those who create it.