Wallet clustering
Heuristic + ML
Groups wallets that share operational patterns or ownership.
Arbitrum One • United States
Wallet Investigator for launch teams shipping production tokens
Map wallet relationships, clustering, and transaction flows to uncover counterparties and hidden networks. Teams preparing public token launches with responsibilities ranging from smart contract readiness to liquidity, compliance, and community updates. Provide regulators and auditors with verifiable data on asset flows, ownership, and upgrade governance. US remains the largest source of institutional crypto volume and venture-backed launches.
- Graph visualizations connecting wallets via token transfers, LP shares, and governance activity.
- Entity tagging with metadata (team, treasury, exchange, MEV, mixers).
- Flow timelines to trace funds across chains and protocols.
- Need repeatable deployment workflows across multiple networks.
Key metrics
Case exports
GraphML, JSON, PDF
Share investigation results with stakeholders or regulators.
Arbitrum One profile
High-throughput rollup popular with sophisticated DeFi protocols.
Rollup compression keeps most swaps under $0.30 with finality in seconds.
Unique insights
- Arbitrum One: Rollup compression keeps most swaps under $0.30 with finality in seconds. Pair this with wallet investigator to continuous monitoring of allowance and upgrade activity with time-stamped notes..
- United States: FinCEN MSB registration, OFAC screening, and SEC/CFTC case law influence product decisions. Align token founding teams workflows with zero critical issues reported post-launch..
- For launch teams shipping production tokens, emphasize Combines automated clustering with analyst-friendly manual tagging. and track Completion of audit evidence requests without remediation findings. weekly.
Why teams rely on this tool
Core capabilities
Graph visualizations connecting wallets via token transfers, LP shares, and governance activity. Entity tagging with metadata (team, treasury, exchange, MEV, mixers). Flow timelines to trace funds across chains and protocols.
Audience fit
Need repeatable deployment workflows across multiple networks. Zero critical issues reported post-launch.
Arbitrum One focus
GMX, Camelot, and perpetual protocols rely on deep liquidity analytics. Continuous monitoring of allowance and upgrade activity with time-stamped notes.
Operational playbook
- 1Seed the graph with addresses or transactions of interest.
- 2Expand relationships, apply entity tags, and flag suspicious flows.
- 3Export investigation packs or synchronize with compliance tickets.
Use cases
Continuous monitoring of allowance and upgrade activity with time-stamped notes. Teams must evidence internal controls and retain comprehensive activity logs for potential subpoenas.
Automated transaction decoding for SAR/STR preparation. Teams must evidence internal controls and retain comprehensive activity logs for potential subpoenas.
Cross-referencing CEX proof-of-reserve feeds with on-chain holdings. Teams must evidence internal controls and retain comprehensive activity logs for potential subpoenas.
Proof points
- Security teams use the tool to triage exploits and track stolen funds.
- Compliance analysts gather intelligence before onboarding institutional clients.
- DAO contributors investigate grant usage and treasury distributions.
ChainUnified tools that pair well
Related pages
Frequently asked questions
Can I import existing clustering data?
Yes. Upload CSV or JSON cluster definitions to align with internal intelligence.
Do you integrate with chain analytics providers?
We overlay public attribution datasets and allow custom enrichment via API.
How are large graphs handled?
Graph rendering dynamically loads segments to keep performance stable even with thousands of nodes.