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

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.

1. Wallet Stories (AI-generated narratives)
Instead of just showing transactions, Kettaro now generates a readable “story” of a wallet’s life:

It reads more like a timeline than an explorer.

2. Wallet Health Score (0–100)
Think of it like a credit score for crypto wallets:

It outputs a grade (A+ → F) plus actionable recommendations.
People immediately “get” this concept.

3. Professional PDF reports
One-click, 2-page reports:

These are being used for records, due diligence, and screenshots.

4. Shareable scores on X (Twitter)
This was unexpected — users started sharing their wallet scores:

Either way, it created a natural feedback loop.

5. Certificate-style scorecards (almost done)
A downloadable certificate with:

This turns analysis into a proof artifact, which feels surprisingly powerful.

Most blockchain tools assume users want more data.
What they really want is:

“What does this wallet say about the person or entity behind it?”

Once we leaned into story + scoring, engagement jumped immediately.

People stopped asking:

“What am I looking at?”

And started asking:

“How does my wallet compare?”

That’s a big shift.

No hype promises — just steady iteration.

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