6/10 sections recovered · name · leaderboard description · platform metadata cover · match catalog tags · match catalog funding · leaderboard submissions · match catalog
$9,502 displayed raised · 1 fund applications (1 funded) · 2 seasons · best rank #232 in Season 7
Assiging ROI back to onchain funded projects
BlockchainFundingWeb3 decentralizedpublic-goodscommunity-economyeducationopen-infrastructure
I’m building open-source causal frameworks to quantify onchain ROI, enabling transparent, data-driven funding. The research helps design higher-ROI rounds and creates datasets to train predictive models for future grant impact.
This project enables Web3 ecosystems to prove and optimize the ROI of public goods funding. It strengthens transparency, governance legitimacy, and capital efficiency, helping communities allocate resources more sustainably and defensibly.
Completed a 4-month research phase during Protocol Labs and Funding the Commons residencies. Applied causal impact to Optimism RetroPGF and open-sourced all findings and code: github.com/stefi-says/onchain_public_goods_funding_impact_research
Data scientist with 3+ years in Web3 and experience at Gitcoin. Researched impact measurement during Protocol Labs’ Iceland residency, identifying key gaps in post-grant analysis. I combine causal inference, onchain data science and prototyping
| Sales | Venus | S+V | Match | S+V+M | Venus extras | Prize | V2+M+P | V2/S | (V2+M)/S | (V2+M+P)/S | Raised | Available | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Season 6 | $6,113 | $0 | $6,113 | $15,002 | $21,115 | $0 | $20 | $15,022 | 0.0x | 2.5x | 2.5x | $0 | — |
| Season 7 | $2,120 | $0 | $2,120 | $7,361 | $9,481 | $0 | $21 | $7,381 | 0.0x | 3.5x | 3.5x | $9,502 | — |
| Total | $8,233 | $0 | $8,233 | $22,363 | $30,596 | $0 | $41 | $22,404 | — | — | — | $9,502 | — |
| Season | Fund | Status | Applied |
|---|---|---|---|
| Season 6 | FTC Fund for Public Goods | funded | 2026-02-28 |
Season totals as displayed on the platform's public accounting — not a statement of amounts paid out. V2 = Venus sales + Venus extras. The original page also broke each season down by fund drive and showed an Available (unclaimed) balance; that level of detail survives only on the preserved snapshots.
Platform page (offline): https://artizen.fund/index/p/onchain-roi-lab
Leaderboard page (offline): https://artizen.fyi/projects/onchain-roi-lab
Wayback: leaderboard page ↗ · Wayback: platform page ↗
Not recovered: creator, links, drives, snapshot. Sources: "snapshot" = verbatim Internet Archive page · "platform metadata" = archived artizen.fund page metadata · "leaderboard" = the artizen.fyi public accounting tables · "match catalog" = the platform's public fund-matching catalog (captured 2026-10-15, generated 2026-09-07) · "community catalog" = a June 2026 platform scrape preserved in a community repo.
Projects that applied to the same funds.
| Project | Shared funds | Raised | |
|---|---|---|---|
| 1. | Traditional Dream Factory A 25-hectare playground where regenerative farmers, creatives and entrepreneurial dreamer… | FTC Fund for Public Goods | $317,897 |
| 2. | L{CORE} by Locale Network Open-source infrastructure that brings real-world IoT data on-chain, privately and provab… | FTC Fund for Public Goods | $280,197 |
| 3. | La Maison Passerelle, an Earth based Cultural Research and Invention Center Embodying regenerative culture into humus, humans and living beings through radical coope… | FTC Fund for Public Goods | $258,788 |
| 4. | Dandelion The fee-free ticketing platform for events that matter, owned by a worker co-op | FTC Fund for Public Goods | $210,381 |
| 5. | subcult Modern music licensing, distribution and digital radio infrastructure | FTC Fund for Public Goods | $145,111 |
| 6. | Zanzalu Sandbox for world-changing ideas | FTC Fund for Public Goods | $131,767 |
| 7. | Grandmatopia A community homestead project and wildlife preserve builds a future to inspire artists an… | FTC Fund for Public Goods | $128,014 |
| 8. | Closer - the operating system for regenerative communities Get your own white-label platform, on your own domain and own data, with bookings, events… | FTC Fund for Public Goods | $118,444 |
Terminus Fund for Network States Edge City Fund for Experimental Living Paradigm Fund for Frontier Tech Feÿtopia Fund for Extitutional Communities Hubs Network Fund for Solarpunk Spaces Apollo Fund for the New Renaissance Open Infrastructure Fund for Human Coordination Paradiseön Fund for Art, Earth & Regeneration