What is on-chain wallet analysis?
Every blockchain is a public ledger. Every transaction an address has ever signed — or that touched it — is stored permanently, timestamped, and readable by anyone. On-chain wallet analysis is the discipline of turning that raw stream of transfers, swaps and interactions into a behavioral picture of an address.
The core idea: behavior over identity
A wallet address is anonymous by default — it is a hash, not a person. But the behavior behind that hash is anything but anonymous. A year of trading leaves a fingerprint: how often you transact, what time you are active, how long you hold, which protocols you touch, how large your positions are relative to your balance, and where your first money came from.
That is the exact premise of SIGBOT's tagline: anonymous wallet, not anonymous behavior.
What the data actually looks like
A typical analysis pulls three layers of public data:
- Transactions — every transfer in and out, with timestamps and counterparties.
- Token movements — balance changes per asset, which reveal swaps that would otherwise look like "interactions".
- Protocol interactions — which programs or contracts an address calls (a DEX router, a staking pool, a memecoin launchpad).
Each layer answers a different question. Transactions tell you when and how often. Token movements tell you what changed hands. Protocol interactions tell you where the action happened.
What it can and cannot tell you
Being honest about limits matters:
- It can estimate risk appetite, holding patience, activity rhythm, and the likely type of trader behind an address.
- It cannot prove who owns a wallet, nor predict the future. A scored "diamond hands" profile can still sell tomorrow.
Good analysis keeps those two separate — it describes the evidence, and labels the uncertainty.
Why deterministic beats a black box
Some "AI" tools return a score with no explanation. That is useless for trust. Deterministic analysis means every score is traceable to specific transactions — this metric moved because these 14 transfers happened at 3am. Explainability is what turns a score into a decision you can defend.
Try it
Paste any public Ethereum, Solana or TRON address into the analyzer. You get a behavioral DNA report: risk appetite, degen level, patience, conviction, activity — plus a trading signature and funding source. The first three analyses are free, no card required.