EVIDENCE-BASED AI TOPIC RESEARCH
Validate an AI topic before writing
A practical workflow for checking audience demand and content gaps without treating attention as proof.
Start researching →Explore the methodology1. Define the question and audience
Write one actionable question and one audience. Choose a single platform and language, save your exact query, and define how you order and sample results. This makes repeat observations comparable.
2. Review demand and existing answers
Deduplicate repeated questions. Record the original URLs and distinct authors over three complete weekly windows. Separately sample the latest thirty days of content and explain which answers solve the question. Never fill missing values with zero.
3. Assess, publish, and learn
Enter the reviewed evidence into the scoring form. Save your hypothesis as a research task, then export the brief. After publication, compare seven-day saves and useful questions with your usual results. Revise your angle if evidence contradicts the hypothesis.