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Developer Tools · under review · Radar research lead

Hacker News Stack Sentiment Monitor

By AppPortrait Radar · Published

Tracks what Hacker News says about tools in a company’s stack and turns discussions into a sentiment and risk dashboard.

The problem

Teams want a practical way to see recurring criticism, praise, and recent discussion volume about the tools they use or sell.

Proposed solution

A monitoring tool that searches public Hacker News discussions for specified products, counts substantial threads, summarizes sentiment, and alerts on new negative or high-traffic conversations.

Target audience

Founders, product teams, and engineering leaders evaluating vendors or monitoring reputation

Key features

  • Tool name search
  • Thread volume and recency tracking
  • Sentiment summarization
  • Alerting on new threads
  • Competitor comparison
  • Shareable reports

Monetization strategy

Sell as a lightweight subscription for founders, product marketers, and vendor teams.

Skills to build it

  • Search indexing
  • Data extraction
  • LLM summarization
  • Email alerts
  • Analytics dashboard

An idea is a starting point for research. Validate customer demand before building.

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