Wallchain Quacks

Wallchain Quacks operates at the intersection of AI, social data, and decentralized influence metrics. As part of the Wallchain AttentionFi Ecosystem, the platform combines two complementary components—X Score and Quacks—to quantify both the reach and the quality of user engagement in the crypto space.

The X Score acts as a social credibility engine that evaluates how connected a user is within the crypto community. It measures factors such as the intelligence of followers, authentic engagement through comments and retweets, and the influence level of connected accounts. Each score decays over time, preventing manipulation or artificial inflation, and ensuring that only consistent and active participation maintains a high ranking. This dynamic scoring model captures the evolving nature of influence and rewards ongoing contribution rather than one-time popularity spikes.

Building upon this foundation, Quacks leverages a customized Large Language Model (LLM) trained to detect valuable, original, and engaging content on Twitter (X). Every post is evaluated daily, and if it passes the relevance and quality filters, users earn Quack points that can later be exchanged for rewards. The system evaluates over 23 languages—ranging from English and Chinese to Arabic, French, and Hindi—making Wallchain Quacks globally inclusive and accessible.

What makes this approach transformative is its alignment with on-chain verification. Future updates will include on-chain activity multipliers, rewarding users not just for their influence but for their real participation in crypto projects. This hybrid model of off-chain content recognition and on-chain validation ensures fairness, transparency, and resistance to farming or automated engagement. By rewarding human-generated, consistent, and contextually rich contributions, Wallchain establishes a sustainable incentive layer for authentic participation across Web3.

As part of the Wallchain AttentionFi Ecosystem, Quacks collaborates with prominent projects such as ApeChain, Covalent, Limitless, Genome, Avantis, and others through dedicated reward pools. Each campaign offers its own prize structure—ranging from token allocations and NFTs to stablecoin incentives—creating diverse opportunities for contributors to grow their visibility and earnings. With real-time leaderboards and a transparent scoring history, users can track their personal Mindshare growth and benchmark their performance against the broader community.

Wallchain Quacks delivers several key features and benefits that empower creators, influencers, and community builders to transform engagement into tangible value:

• AI-Powered Evaluation: The platform uses a proprietary LLM-based assessment system to identify meaningful, original, and community-aligned content in real time.
• Fair Reward Distribution: Daily evaluations ensure that Quack points are allocated transparently based on content quality and influence metrics—not vanity metrics.
• X Score Integration: The Wallchain X Score algorithm ensures that rewards are aligned with genuine network influence and social credibility.
• Anti-Bot & Spam Protection: Advanced filtering mechanisms detect and exclude bot activity, spam accounts, and automated posting behavior.
• Global Language Support: With recognition across 23 languages, Wallchain Quacks encourages a truly inclusive participation model.
• Cross-Project Collaboration: Integrations with multiple ecosystems like ApeChain and Solana create rich, cross-community opportunities for users to engage and earn.
• Daily Scoring Transparency: Leaderboards and historical performance data let users monitor their Mindshare trajectory and long-term progress.
• Future On-Chain Proofs: Upcoming features will reward participants based on on-chain footprints, ensuring deeper ecosystem involvement.

Getting started with Wallchain Quacks is quick and straightforward. Follow these steps to begin earning rewards for your influence:

• Step 1: Log In with X — Visit https://app.wallchain.xyz and log in using your Twitter (X) account. No wallet connection is required during the initial phase.
• Step 2: Access Your Dashboard — Once logged in, your personal dashboard displays your X Score, Quack balance, and current reward pools across campaigns.
• Step 3: Create Meaningful Content — Post engaging, insightful content on Twitter (X) related to crypto projects, discussions, and narratives. The system analyzes your posts once per day.
• Step 4: Earn Daily Quacks — If your content meets the engagement and authenticity criteria, you’ll receive Quack points that accumulate daily.
• Step 5: Claim and Track Rewards — Use the [Analyze & Claim] feature on your profile to calculate your Quacks for the last 30 days. You can monitor your score history in the History section.
• Step 6: Maintain Authenticity — Avoid automation or spam. The platform employs strict anti-farming measures, and detected violators are permanently banned.