Decision-Ready Dune Dashboards for Web3 Teams
Custom dashboards built by a former Data Lead at Binance and Morpho. Scope to delivery in 2 weeks.
Trusted by
Morpho
Binance
OrcaWhat They Say
Instrumental in building our analytics capabilities
“Vincent from Unchain Data was instrumental in building Morpho Labs' Data & BI capabilities.”
Morpho Labs
Paul Frambot, CEO
Exceptional strategic and analytic skills
“I highly recommend Vincent from Unchain Data for any data analytics need that requires a strategic thinker, problem solver and technical skills.”
Binance
Demis Bhojoo, Analytics Manager
Sharp analytical thinking for product decisions
“Vincent from Unchain Data ramped up fast on our stack and brought sharp analytical thinking to our product decisions. Strong mix of Solana onchain and product analytics, rare to find both.”
Orca
Meep, CTO
Instrumental in building our analytics capabilities
“Vincent from Unchain Data was instrumental in building Morpho Labs' Data & BI capabilities.”
Morpho Labs
Paul Frambot, CEO
Exceptional strategic and analytic skills
“I highly recommend Vincent from Unchain Data for any data analytics need that requires a strategic thinker, problem solver and technical skills.”
Binance
Demis Bhojoo, Analytics Manager
Sharp analytical thinking for product decisions
“Vincent from Unchain Data ramped up fast on our stack and brought sharp analytical thinking to our product decisions. Strong mix of Solana onchain and product analytics, rare to find both.”
Orca
Meep, CTO
Built for Real Protocols on 100+ Chains
We build industry-reference Dune dashboards for leading protocols across EVM, Solana, Sui and 100+ chains.
Morpho: Protocol Health Monitor
Daily health snapshot across Ethereum and Base built so the team can check protocol status in under 5 minutes. Core KPIs, trends, and performance indicators at a glance.
- TVL and supply/borrow breakdown by chain
- Daily active users and unique depositors
- Token holder distribution and price trends
- Market-level utilization rates
Morpho: Migration Tracking
Tracks user migration from Aave and Compound into Morpho vaults. Onchain data revealed $38M migrated while the migration button had near-zero frontend engagement, leading to a redesign that grew Ethereum migrations 433%.
- Cumulative migrated volume by source protocol
- Migration count and unique migrators over time
- Chain-level migration breakdown (Ethereum vs Base)
- Conversion funnel from vault deposit to migration
Orca: Top Whirlpools Performance
Performance monitoring for Orca's top 25 pools by weekly volume. Tracks fee tiers, tick spacing, and LP concentration for the Whirlpools concentrated liquidity AMM.
- Weekly volume and fees per pool
- Fee tier distribution across active pools
- LP concentration and tick spacing analysis
- Pool-level TVL trends
Navi Protocol: Verified Lending Markets
Rebuilt from raw contract events after the most-cited Navi dashboard on Dune was found querying the wrong protocol. Reconciles to Navi's live figures within 0.2% across all four markets and 48 reserves.
- Supply and borrow totals by reserve (on-chain verified)
- Utilization rates per market
- Reserve-level interest rate curves
- Cross-market health factor distribution
Suilend: Liquidation & Bad Debt Record
The first public record of every liquidation Suilend has processed since launch: debt repaid, collateral seized, and the single bad-debt episode reconstructed on-chain down to the thin-token price spike that caused it.
- Liquidation events with debt repaid and collateral seized
- Liquidator bot activity and capture rates
- Outstanding bad debt over time
- Recovered value vs protocol loss per event
Bluefin: Perps On-Chain Record
Open interest, funding, liquidations, bad debt and insurance fund for Sui's leading orderbook perps DEX. Built from raw contract events with no reliance on protocol-reported figures.
- Open interest by market and direction
- Funding rates and cumulative funding history
- Liquidation volume and insurance fund balance
- Daily trading volume and fee revenue
Working on Sui? See the dedicated Sui practice page.
Building Morpho's Protocol Health Monitoring Dashboard
Vincent built GMorpho, Morpho's public health dashboard, as the protocol's Data and BI Lead, in direct collaboration with CEO and co-founder Paul Frambot. It ran alongside the team's internal BI and other public work like the Morpho Migration dashboard.
The goal: a read on protocol health in under a minute. Every number is a public query anyone can fork and verify on-chain, not a self-reported figure from a private API. For investors, accuracy they can cross-check directly. For the community, real transparency.
Morpho's team has run it themselves since. That's the point: dashboards your team can own.
From Public Dashboards to Internal BI
Dune is the Wikipedia + GitHub of Web3. Publishing live dashboards earns credibility, brand awareness, and inbound traffic. If your protocol doesn't have one, you're invisible to analysts, investors, and CT.
Showcase Protocol Health
TVL, token metrics, user growth, and activity trends, all public, all verifiable.
Marketing Ammo
Every chart is a shareable link your growth team can drop into posts, reports, and investor updates.
Community Leverage
Analysts fork your queries and build on top, amplifying your data reach.
Dune is the Wikipedia + GitHub of Web3. Publishing live dashboards earns credibility, brand awareness, and inbound traffic. If your protocol doesn't have one, you're invisible to analysts, investors, and CT.
Showcase Protocol Health
TVL, token metrics, user growth, and activity trends, all public, all verifiable.
Marketing Ammo
Every chart is a shareable link your growth team can drop into posts, reports, and investor updates.
Community Leverage
Analysts fork your queries and build on top, amplifying your data reach.
From Brief to Dashboard in Days
Scope Call (20 min)
We align on your protocol, chains, stakeholders, and the metrics that actually drive your decisions. No lengthy discovery phase.
Build & Iterate (2 weeks)
Most protocol builds run two to four weeks. You see progress within days, and we refine scope as insights emerge.
Deliver & Support
Documented dashboards with walkthroughs for your team. Optional monthly iteration (new metrics, new chains, competitive research) scoped to what you actually need.
Start With a 20-Minute Scope Call
We'll define the right dashboards for your protocol, chain, and team. No commitment, no lengthy proposal.
$160B+
CEX strategy supported
$5B+
DeFi TVL analyzed
6+
Web3 protocols & funds advised
- •Built data and BI functions from zero at Binance and Morpho Labs
- •Advises Web3 founders, CTOs, and funds on data strategy, KPI design, and OKR frameworks
- •Works across DeFi, DAOs, infrastructure, and other Web3 projects
- •Methodology drawn from systems designed and run at scale at Tier-1 projects
Frequently Asked Questions
Dune is often the right starting point: it covers 100+ blockchains with no infrastructure cost. If your needs go beyond Dune, we build custom pipelines too (custom indexing, real-time feeds, or cross-chain infrastructure).
Further reading
Strategy to execution. One relationship.
Not sure which engagement fits? Start with a discovery call.
Advisory
Fractional Head of Data
Ongoing data leadership without a full-time hire.
Learn moreData Advisory Call
From the former Data and BI Lead at Binance and Morpho.
Learn moreData Strategy Audit
Your data maturity, KPIs, and growth roadmap in one deliverable.
Learn moreWeb3 OKR Strategy
The OKR framework behind Binance and Morpho, adapted for your team.
Learn moreServices
Dune Dashboards
Dashboards your investors and community actually read.
Learn moreWeb3 Product Analytics
Optimize conversion rates from wallet connect to first transaction.
Learn moreWeb3 Attribution
Know which marketing channels actually drive onchain conversions.
Learn moreWeb3 SEO and AI Search
Get found when founders search Google, ChatGPT, or Perplexity.
Learn moreOnchain Pipelines
Custom indexing and data pipelines across 100+ chains, including EVM and Solana.
Learn more