KEMUZI INSIGHTS
The first pieces focus on GEO methods, buyer decisions, brand facts, and the reuse of real footage.
TOPIC SERIES
Each topic starts from real project questions and shows how to verify the answers.
Age, gender, and income do not add up to a real buyer. We define a persona as a decision task plus its constraints — the same brand earns very different judgments under different tasks.
The same question yields different answers in Germany vs. Southeast Asia, first purchase vs. replacement, loose vs. tight budgets. Watching only “were you mentioned” leads to the wrong conclusion.
Being mentioned by AI is not being recommended. Citation presence, factual accuracy, and recommendation rationale are three separate things — verified separately, repaired separately.
The value of footage is not the first publish but every reuse after it. Structured scripts, shot tagging, and version records let one batch of footage keep producing new content.