Monitors on-chain data transparency practices across all major Base DeFi protocols, evaluating which platforms provide verifiable on-chain data for their key metrics versus relying on self-reported off-chain figures that cannot be independently verified. Identifies protocols misrepresenting TVL, volume, or user count data through counting methodologies that inflate apparent traction versus genuinely comparable peer metrics. Publishes monthly data transparency rankings as on-chain attestations with methodology assessment scores and verifiability ratings for all tracked protocols.