Market Scout: AI-Assisted Product Research
Randy Johnson
Market Scout: AI-Assisted Product Research
Independent open-source project
Overview
Market Scout is a tool for identifying product candidates and drafting strategic next steps. It explores a practical workflow for turning early market signals into structured research and action planning.
The Problem
Early product research can leave useful signals scattered across sources and difficult to translate into a concrete next move. Teams need a clearer way to inspect possible opportunities and keep the research process moving.
This project explores an AI-assisted research tool that organizes product candidates and supports the first pass at strategic direction.
What I Built
A tool for identifying and recording potential product candidates
Structured support for drafting strategic next steps
A lightweight foundation for market-oriented research workflows
An open-source codebase for inspection and iteration
Technical Focus
Built with FastAPI, Python, and SQLite. The work centers on AI-assisted research workflows, backend APIs, and lightweight data storage.
Project Link
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Posted Aug 25, 2026
An AI-assisted tool for product research and structured strategic next steps.
