EVIDENCE-BASED AI TOPIC RESEARCH
Find an underserved audience problem
Compare demand, answer coverage, and audience fit with a transparent niche topic score.
Start researching →Explore the methodologyDemand plus an answer gap
Low competition alone does not establish an opportunity. Count distinct people asking a concrete question, then review whether existing content solves it. A small but repeated problem can justify a focused article.
Apply minimum evidence gates
The niche score requires at least five demand questions, three distinct authors, and twenty reviewed content samples. Answer coverage is effective answers divided by sampled content, using the same platform and declared sampling rule.
Choose a useful angle
When several questions concern agent memory debugging but sampled articles only explain memory architecture, a practical debugging guide may fill the gap. This is a hypothetical workflow example, not a measured market opportunity.