Kettaro focuses on interpretation instead of raw blockchain data. It translates complex transactions into plain-English explanations, builds behavioral profiles for wallets (trader, holder, DeFi user, bot), and highlights risk signals tied to scams, mixers, or exploits. Instead of walls of hashes, users see clear narratives that make on-chain activity understandable and actionable.

Unblocked — Giving your agents the context to save time and tokens.

Giving your agents the context to save time and tokens.

When I started working with blockchain data more seriously, I kept running into the same problem: there’s plenty of information available, but very little understanding. Block explorers are powerful, but they assume you already know what every contract call, method ID, or token interaction means. For most people, a wallet still looks like a wall of hashes. I built Kettaro to focus on interpretation instead of just displaying raw data. The goal was to answer simple human questions like: What actually happened here? What kind of wallet is this? Is there anything risky about this activity? Translating on-chain actions into plain English turned out to be far more useful than adding more charts or tables. During development, the project evolved from a basic explorer into something closer to a blockchain search engine — where wallets, behavior patterns, and risk signals are the primary focus. I’m excited to hear feedback from the community and learn how others think tools like this should evolve.

Hey all quick post-launch update on Kettaro, a blockchain intelligence project I recently launched.

The initial Product Hunt response was polite but quiet. That s fine. Launches are snapshots, not verdicts.

What mattered more was what users actually did after landing on the app and the answer was clear:
they wanted interpretation, not more charts.

So over the last sessions, I focused hard on turning raw on-chain data into things humans actually understand and want to share.

Hey all quick post-launch update on Kettaro, a blockchain intelligence project I recently launched.

The initial Product Hunt response was polite but quiet. That s fine. Launches are snapshots, not verdicts.

What mattered more was what users actually did after landing on the app and the answer was clear:
they wanted interpretation, not more charts.

So over the last sessions, I focused hard on turning raw on-chain data into things humans actually understand and want to share.

Unblocked — Giving your agents the context to save time and tokens.

Giving your agents the context to save time and tokens.

Kettaro

Blockchain search that explains wallets

Blockchain search that explains wallets

Forum Threads

Post-launch update: we turned raw blockchain data into wallet “health scores” and stories

Forum Threads

Post-launch update: we turned raw blockchain data into wallet “health scores” and stories