HN Post Optimizer

A tool that predicts whether your Hacker News post will hit the front page by analyzing historical data and post characteristics. Users input their post content and get optimization suggestions (like adding GitHub links) to increase visibility.

HN remains one of the highest-leverage distribution channels for developer tools and technical products, and as organic reach on other platforms declines, founders are paying more attention to getting HN right. No clear incumbent owns this specific niche, though general SEO and content optimization tools like Clearscope exist in adjacent spaces. The $200–1k/mo revenue band is realistic but tight — the addressable audience is narrow (technical founders with something to launch), most users need the tool once or twice, not monthly, which creates a retention ceiling that makes subscription pricing hard to justify. The biggest risk is that HN's ranking algorithm is deliberately opaque and partly social, meaning a prediction tool will have low accuracy on the margin cases that matter most, eroding trust quickly.