Smithii Research
Original analysis of how token teams use on-chain tools.
Smithii Research publishes aggregate, anonymized findings from product and public blockchain data. Every report defines what its records measure, what they do not measure, and which conclusions the evidence can support.
Original data from how Web3 tools are used
Our reports study product decisions that are usually hidden behind a single dashboard metric. They separate requested settings from attempted, confirmed, and externally displayed activity.
Latest research
What 712 Solana Volume Bot Configurations Reveal
An analysis of campaign modes and requested maker counts across a continuous 16-day cohort. The report covers 712 initialized configurations from 320 unique initiating wallets while keeping requested settings separate from completed execution.
How Smithii Research works
Aggregate by design
We publish aggregate data, not customer-level records. Wallet addresses, token addresses, transaction identifiers, and individual outcomes are excluded unless a future report explicitly states otherwise.
Methods before conclusions
Every report defines the measured unit and the stage at which it was recorded before interpreting the result.
Clear boundaries
We distinguish requested, attempted, confirmed, and externally displayed activity. We disclose Smithii’s commercial relationship to the subject and state limitations alongside findings.
Data use, corrections, and contact
Research questions and press requests can be sent to jorge@smithii.io.
