Product Signal Research
Competitor presence, buyer language, marketplace clues, ad activity, and margin questions in one readable brief.
Product research. Ecommerce testing. Useful automation.
Clear systems for finding what is worth testing.
I build practical research workflows that turn scattered signals into cleaner product decisions, sourced notes, and test-ready next steps.
What this is
A small, honest research practice.
The work here is focused on product research, customer-language mining, supplier checks, landing-page preparation, and automation that keeps evidence attached to decisions.
Focus areas
Built for early product validation.
Evidence-First Workflows
Structured outputs that separate sourced data from assumptions, so a test does not outrun its proof.
Lightweight Automation
Small tools and pipelines that reduce manual research loops without pretending judgment can be automated away.
Operating principles
Simple, sourced, and useful before clever.
- Keep claims tied to their source.
- Prefer small tests over big assumptions.
- Make the next decision obvious.
Contact
Open to thoughtful product research and automation work.
For project conversations, account verification, or collaboration, use the GitHub profile below. A dedicated business email can be added here when it is ready.
github.com/kaleb-watts Privacy & disclosure