I've only earned 1.26 snaps in @sparkdotfi for 7 days.
Let's keep grinding
He who controls the data controls the future🔥
Let's explain a little bit about what cookie fun is.
@cookiedotfun : Real time social + on chain intelligence layer.
Not just a farming platform AI native data infrastructure. Cookie could be the first modular InfoFi Layer where AI agents can connect to Web3 .
Let's look at the technical details: 🧵👇
Real Time Data Ingestion
• Integrated with X (Twitter) API + RPC nodes • Interactions, tweets, on chain transfers are collected instantly • Event indexing + data normalization pipeline available
Mindshare Metrics
• Sentiment and topic density analysis with NLP • Popularity = social volume × on chain activity × momentum • Token based score generation with LLM based embeddings
Semantic Snap Layer
• Users produce content (Snap) • These contents are subjected to semantic analysis and scored • This data is used to train AI agents
Open and Layered API Infrastructure
• Dedicated JSON API endpoints for developers • Metrics: Agent popularity, wallet flow, trend maps • Access tiers based on $COOKIE stake level
AI Agent Framework Support
• Data is compatible with AgentOS or similar AI frameworks • Agents can act according to these metrics:
- Which token is farmed - Which campaign is supported - Determine marketing and distribution strategy
$COOKIE Token Economy
• Usage: API access, data layer, Snap rewards • DAO structure: Community drives data prioritization and scoring models
Cookie = Oracle Layer for AI
The basis on which AI agents will rely when making decisions: - Real time data - Social-behavioral analysis - On chain context
While @cookiedotfun offers content rewards on the surface, underneath it all it’s preparing for Web3’s data driven AI transformation.
I think the biggest promise of Web3 is not technology, but equality of opportunity.
Financial instruments that were once only accessible to certain groups can now fit into anyone’s pocket with a good interface and the right incentives.
Projects like @cookiedotfun,@sparkdotfi , @JoinSapien and @OpenledgerHQ are at the heart of this transformation they don’t just deliver, they democratize participation.
And yes, sometimes a small step, a snap, a post is someone’s first entry point into the chain.
Update: 48 hours left until the @sparkdotfi snaps campaign ends.
Many of my friends got very good scores in 24 hours and got a good place in the ranking @KriptoLisa , @AidenWgmi @uykusuztrader @minstrell_
My ranking is decreasing despite producing so much content and I have dropped to rank 255 with 13.22 snaps. 😑
Anyway, I'm continuing to work. And I'll continue my struggle until the last minute.
Some important data:
15K+ participants 13K+ Spark snaps distributed
I think 1 snaps = $150 - $200.
@sparkdotfi SNAPPER said he didn't forget and @cookiedotfun said that the criteria would be determined, which made us curious. (I think the OG role will be effective )
$SPK is now listed on 12+ exchanges. (Binance, Coinbase…)
Spark, which has a fund management scale of $3.86 billion, solves the problems of DeFi liquidity fragmentation and stablecoin idleness.
31.6 million of the 850 million tokens in circulation have been staked