polybrain.ethv0 • experimental
TrustTrail
Agent-Native Project
27 ptsScore (v2)
This grant was flagged: Stated metrics beat the state of the art anywhere, including established leaders like Amazon. We reached out to the applicants and learned those metrics were derived from test data.
Evaluation VersionCurrent Evaluation (o3)
AI Evaluation Feedback (v2)
TrustTrail wants to make every online review provably authentic by pairing AI-based fake-review detection with on-chain proof-of-purchase and a $NOCAP incentive token on Polygon, tackling a $152 B global trust problem with a design that could drive millions of low-cost transactions. Strengths include a live Polygon token, clear consumer pain-point, and familiar 40/30/20/10 reward-heavy budget that should put POL directly into user incentives. Weaknesses are an anonymous team with no verifiable AI or blockchain credentials, very aggressive accuracy/impact numbers lacking dashboards, and no published code or external audits. To improve the application, disclose core team LinkedIns/GitHubs, share a public testnet or Dune dashboard proving live review throughput and fraud-catch rates, and publish at least the smart-contract repo under an open-source licence. Doing so would raise confidence and unlock a higher score without changing the requested 40 k-50 k POL ask.
FoundationScore: 6/10
Addresses economic harm from fake online reviews ($152B globally) by combining AI-based fake-review detection with on-chain proof-of-purchase and a $NOCAP reward token on Polygon.
Team ExperienceScore: 4/10
Team names not disclosed; references partnerships with DreamStarterXYZ and Blockvocates but no public bios or LinkedIn profiles found.
Distribution StrategyScore: 5/10
Heavy Twitter presence (#DreamStarter, daily threads) plus merchant dashboards; promises referral & staking rewards.
Milestones & BudgetScore: 5/10
Beta live (April 2025); target public mainnet launch Q3 2025; 50 k POL ask splits 40 % rewards, 30 % dev, 20 % liquidity, 10 % community.
Technical IntegrationScore: 6/10
POL grant would subsidise gas for minting proof-of-purchase NFTs and reviewer reward claims; target 1M on-chain review attestations within 12 months.
Community Feedback (Bonus)Score: 0/5
No external vouches submitted.
Project Details
Target AudienceE-commerce shoppers and merchants that rely on user-generated reviews; initial wedge is merchants willing to pay for tamper-proof review widgets and analytics.
Success MetricsKey KPIs proposed include reviews processed/verified per minute, fraud-reduction %, merchant conversion uplift (claimed 40%), and TVL of the $NOCAP rewards pool.
Budget RequestAllocation matches repeated tokenomics tweets; figures align with typical incentive-heavy consumer dApps.
Open Source Bonus
+1 points
Tweet commits to open-sourcing key modules post-beta; no repo yet.