About

Built for fast keyword validation.

Keyword Opportunity Validator helps builders, niche site operators, and affiliate marketers decide whether a keyword deserves a small MVP sprint. The first version uses transparent rules instead of hidden keyword databases, so the recommendation is easy to understand and challenge.

The goal is not to guarantee search traffic. The goal is to reduce wasted build time by turning a keyword into a score, site type recommendation, MVP plan, SEO page ideas, and monetization path.