Erick Clark
G2 Complaint Miner
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G2 Complaint Miner

CLI that mines G2 reviews for recurring complaints and scores them as AI product opportunities.

The idea

Customer complaints are a product roadmap nobody reads, and G2 reviews are full of them.

What it does

The CLI scrapes G2 reviews for target products, uses Claude to classify unstructured review text into complaint themes, and scores recurring pain points as candidate AI product opportunities. It's the research tool I use to decide what to build next.

How it's built

TypeScript, Node.js, the Claude API, and Postgres.

Tech Stack

TypeScriptNode.jsClaude APIPostgreSQLCLI