Live demo · Practice project

Product Demand Research

Group pain points from customer reviews and comments into product opportunities, with excerpts showing how the conclusions were reached.

Same output you get running it locally (anonymized sample). See the result here without installing anything.

Sample output

Thirty-six of 40 fictional comments matched the pain-point rules. The report groups them into seven opportunities and shows the supporting sample excerpts.

This output was generated locally with sample data. The HTML report is in Chinese.

Open the sample report ↗View the source code ↗

Run it locally

git clone https://github.com/scotti1i/sct-camp.git
cd sct-camp && uv sync
uv run mining   # opens the workbench in your browser; click Run demo

Open source (MIT), no API keys needed for the demo. Wiring it to your own data is covered live in the matching camp week.

Related practical guides

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