Onchain Analytics for
Web3 & DeFi teams
From Dune dashboards to custom onchain data pipelines - tailored to your analytics needs
Onchain Analytics for
Web3 & DeFi teams
From Dune dashboards to custom onchain data pipelines - tailored to your analytics needs
Who we work with
We support Web3 teams that rely on onchain data to make real product, growth and investment decisions, not vanity metrics
Protocols & Web3 Infras
DeFi, SocialFi, L2s, app chains and Web3 infrastructure teams
We help protocol teams understand adoption, retention, liquidity and growth using reliable onchain metrics not narratives or vanity metrics
CEXs & Platforms
Exchanges and crypto platforms expanding onchain
We support CEXs launching DeFi wallets and integrations or chains to measure real onchain adoption and connect it to product & growth data
VCs & Institutions
Crypto funds, VCs and institutional players
We help investors validate fundamentals with onchain data, define meaningful KPIs, build, audit and challenge existing analytics
Dune Dashboards 📈
Custom built dashboards to track adoption, liquidity and protocol fundamentals
Core Protocol KPIs
Track users, TVL movements, retention, and wallet-level cohorts
Competitive & Market Analysis
Monitor competitors, liquidity shifts, and evolving market shares
Public & Private Dashboards
Community dashboards for transparency, plus private analytics for product, growth, and retention
Custom Onchain Data Pipelines ⚙️
When Dune isn’t enough, we build custom pipelines tailored to your data needs
Custom Indexing & Sources
Index onchain data from RPCs, GraphQL, third-party APIs, testnets, and non-standard chains
Cross-Chain & Real-Time Data
Build cross-chain datasets and real-time pipelines using websockets and custom integrations
Internal Analytics Datasets
Clean, structured datasets for product, growth, research, or investment teams
Analytics Audits & Advisory 🧠
We audit and help you redefine the metrics that actually drive strategic decisions
Analytics & KPI Audits
Review onchain dashboards, KPIs, and assumptions to identify gaps, noise, and misleading metrics
Metrics Framework Redesign
Define north-star metrics, cohort logic, and OKR-aligned success indicators for your organization
Decision Support & Research
Support launches, governance decisions, fundraises, and investment research with rigorous onchain analysis
Example work
We could build this & beyond for any protocol on any chain
A daily snapshot of Morpho’s protocol health across core EVM networks (Ethereum & Base), with key KPIs, trends, and performance indicators.
View on Dune →
Monitor the health and performance of Orca’s top 25 pools by weekly volume — a pioneer AMM DEX on Solana.
View on Dune →How we ship 🚢
A lightweight process designed for fast-moving Web3 teams
Scope Definition
30-minute alignment call to define what actually matters
We align on your project's details, protocol, chain(s), stakeholders, and the metrics that truly drive decisions
Build & Iterate
Dashboards, pipelines, or audits - shipped fast
We design and implement analytics with short feedback loops, refining scope and structure as insights emerge
Deliver & Insight Loop
Decision-ready analytics, explained and maintained
You get top-tier, documented analytics, plus optional ongoing research, reporting, and iteration support
Ready to get started?
Reach out and we’ll outline a concrete analytics plan within 48 hours
Frequently asked questions answered about Web3 onchain analytics
Do you only work with DeFi protocols?
No. We primarily work with DeFi, VC funds, CEXs teams, but also support infrastructure wallets, L2s, and funds or institutions analyzing onchain fundamentals.
Which blockchains do you support?
We support 30+ chains including all major EVM chains, Ehereum and Solana. Need a specific integration? Contact us for custom blockchain support — we can work with any chain that has accessible data.
Is this limited to Dune Analytics?
No. Dune is often the fastest path, but we also build custom onchain pipelines when Dune isn’t sufficient (custom indexing, cross-chain data, real-time feeds).
Do you provide ongoing support or just one-off builds?
Both options are available. Some teams need a one-off delivery; others work with us on an ongoing basis for research, monitoring, and iteration.
How fast can we get something live?
Most dashboards or audits ship within days to a few weeks, depending on scope and data complexity.
Trusted by the best
Proven with leading DeFi & crypto teams
Instrumental in building our analytics capabilities
Vincent from Unchain Data was instrumental in building Morpho Labs' Data & BI capabilities.
Paul Frambot - CEO, Morpho Labs
Exceptional strategic & analytic skills
I highly recommend Vincent from Unchain Data for any data analytics need that requires a strategic thinker, problem solver and technical skills.
Demis Bhojoo - Analytics Manager, Binance
Boosted our strategic growth and operational efficiency
Unchain Data helped us design our OKRs and reporting architecture from scratch.
Colend - Lending Protocol