Key Takeaways:Cookie DAO is bridging AI and DeFi through a modular data aggregation layer with $COOKIE token utility.The recent launch of Cookie Snaps and DataSwarm led to a 420% token price surge.Cookie’s real-time sentiment scoring, reputation metrics, and AI-powered reward system set it apart from platforms like Dune or Kaito.With a growing institutional and developer-facing ecosystem, Cookie DAO is positioning itself at the forefront of the InfoFi (information finance) economy.A. Origins: Building the Data Layer of Web31- What inspired the creation of Cookie DAO, and how does it connect real-time crypto sentiment with token rewards?In crypto, data is the new oil—but it’s only valuable when processed and delivered in actionable formats. Cookie DAO was founded to fill a critical market gap: a unified data layer that aggregates and contextualizes social, on-chain, and trading signals.Built with strategic partner Cookie3, the platform offers two primary interfaces:Cookie.fun for traders and analysts seeking categorized, pre-processed data.Cookie APIs for builders and AI agents needing raw, large-scale data access for real-time decision-making.Cookie Snaps, which rewards users for sentiment-driven engagement, is one of many applications layered on top of the Cookie Data Layer. Snaps allows projects to customize how rewards are distributed based on engagement quality, reach, and loyalty—creating an incentive loop powered by real user behavior and on-chain metrics.2- Who are the core individuals behind Cookie DAO and Cookie3, and how do their backgrounds influence the platform?Cookie DAO itself was launched by anonymous founders who sought to tokenize the value of decentralized data. They partnered with Cookie3, a crypto analytics firm, to co-develop the data infrastructure and integrate the $COOKIE token.Key contributors from Cookie3 include:Filip Wielanier, Co-founder & CEO (ex-Deloitte Digital)Wojtek Piechociński, Co-founder & CTO (ex-AXA)Wojtek Mrówka, COO, advisor & investorMichał Arent, CPOKrystyna Kozak-Kornacka, CMO (ex-Vogue & Goldman Sachs)Peter Makowski, CBDO (ex-Fractal)B: DataSwarm & Monetization Strategies3- Will the DataSwarm indexes be open to external developers or institutions?C. Cookie Snaps: Anti-Farming Design & Loyalty Scoring4- How does Cookie DAO ensure Snaps can’t be gamed or spammed for rewards?Cookie AI powers a multi-layered detection system that flags and filters out farmed content. Key safeguards include:Originality & Sentiment Analysis: AI scans for high-quality, authentic engagement.Engagement Health Checks: Snaps are rejected if part of closed “farming rings” with minimal new user interaction.Adaptive Learning: Cookie AI evolves in real time to detect emerging manipulation patterns.5- What makes Snaps scoring unique compared to platforms like Kaito or KOL-centric models?While specifics are confidential to prevent gaming, one standout innovation is the loyalty metric. This rewards users who maintain consistent, focused engagement rather than shilling multiple unrelated projects—an anti-farming measure not commonly seen elsewhere.D. Developer Support & Ecosystem Growth6- Is there a grant or bounty program for building on Cookie DAO?Not currently. However, Cookie DAO has previously sponsored DeFAI hackathons and continues to support builders by offering API access during AI-focused development events.E. Tokenomics: Aligning Utility With Longevity7- How are staking, farming, and token burns designed to avoid short-term speculation?Stakers participate in multi-airdrop reward campaigns supported by projects integrated into the Cookie ecosystem. API usage fees are paid in $COOKIE, with a portion of those tokens burned—contributing to long-term deflation and ecosystem sustainability.8- What role does governance play, and how are $COOKIE holders shaping the protocol’s future?$COOKIE is a governance token. The community ratified the Cookie DAO Constitution earlier this year, and since then, several proposals have been passed, including initiatives to decentralize decision-making through the elected Chef’s Council.F. AI Reputation Scoring & Sybil Protection9- Are there reputation systems in place to evaluate users and reduce Sybil risk?Yes. Reputation scoring based on Snap history, accuracy, and DAO participation is already live and is regularly updated to maintain integrity and reward authentic contribution.G. Roadmap: What’s Next for Cookie DAO?10-What’s coming next after v1.0 alpha? Will you expand staking, analytics, or NFT utility?While some roadmap details remain confidential, a major partnership is on the horizon that will redefine Snap incentives and reduce opportunistic farming.Other upcoming releases include:Cookie Deep Research Terminal: A trader-focused analytics suite designed for precise, AI-enhanced crypto market research. Early testers report that it is already transforming how they interact with real-time data.11- Will enterprise and institutional data use be a focus?Yes. The broader Cookie ecosystem, especially via Cookie3, already includes enterprise-grade tools like:Cookie3 AnalyticsKOL Intelligence dashboardsMeanwhile, Cookie.fun and Snaps are optimized for project-facing and community-scale applications.H. Global Compliance & Moderation12- How does Cookie DAO ensure inclusivity and regulatory compliance?Cookie.fun enforces regional restrictions in accordance with its Terms of Service. Additionally, Cookie DAO works with global community reps to ensure localized communication and inclusivity.13- How is moderation handled within a decentralized governance structure?Moderators—often sourced from the community—operate independently under guidance from the Chef’s Council. They manage disputes, enforce rules, and escalate issues based on DAO guidelines and the Constitution.I. Binance Ecosystem Collaboration14- Beyond the Binance Launchpool listing, are there plans for deeper Binance integrations?$BNB already has a dedicated profile on Cookie.fun. Cookie DAO is open to further collaboration with Binance, including potential Snap competitions or token-based initiatives.J. Differentiation: How Cookie DAO Stands Out15- What sets Cookie DAO apart from platforms like Kaito or Dune?Free Access: Cookie democratizes data by offering most tools for free to logged-in users.Community-First Rewards: Snaps prioritize user rewards over platform fees.Focused Utility: While Dune is dashboard-centric, Cookie specializes in standardized, cross-project crypto social data and real-time sentiment intelligence.16- With $7.5M in monthly emissions, how will inflation be controlled?Emissions are part of the planned tokenomics to reward early believers. Despite token unlocks, $COOKIE has maintained strong performance—reflecting market confidence and deepening user conviction. Many early lockups are now complete, signaling lower inflation ahead.