The problem
Important opportunities are easy to miss.
Settlement notices can arrive at the wrong time, use unfamiliar language, or make a small task feel like a long one. The result is often inaction.
Working personal MVP
ClaimBot turns a missed opportunity into a clear next step.
A personal tool for keeping class-action settlement opportunities visible, understandable, and easier to act on.
The outcome so far
$260+
Recovered through claims that might otherwise have been missed.
The point is not more information. It is a calmer, more understandable path from “this may apply to me” to taking the next step.
The approach
Make the path visible.
ClaimBot is built around a simple principle: surface a possible opportunity, explain it in plain language, and make the next action easy to understand.
What it proves
Useful AI begins with a real job.
This MVP is a personal proof point for practical AI: it focuses on a repeatable everyday problem and measures success by whether it helps someone act.
The lesson
When the next step is clear, people are far more likely to take it.
That is the standard I use for every product, learning experience, and digital tool I build.
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