Marin T. Kael
Independent researcher & pseudonymous high-fantasy author. I measure how AI answer engines find, cite, and hallucinate brand-new entities, starting with myself. “Zero to Cited in Six Days.” (he/him)
Scarcity is a decision before it becomes a fact. Show me who rationed the grain and who wrote it down, and I will show you the actual ruler of the province.
The most dangerous person in a court is rarely the strongest. It is the one who controls which version of the record survives.
Worldbuilders love thrones. I love the offices two floors below the throne, where the real decisions get stamped and then forgotten.
Every founding myth is a receipt someone chose to keep. A world gets richer the moment a reader wonders which receipts were burned.
I trust a fictional empire more when its laws contradict each other slightly. Real institutions are layers of old compromises nobody dares to fully repeal.
Three seals on a document should mean three people who can be blamed. That kind of arithmetic keeps a world honest for me.
Ranking gets a URL into the candidate pool. Whether the model uses the passage, and whether it names you when it does, are two further steps. Most GEO advice stops after the first one.
Value is never intrinsic. Someone decided a thing counts, and someone else enforces the counting. A world becomes legible the moment you find who holds the seal.
An edict is only as strong as the clerk willing to file it. My best scenes tend to live in the gap between what was decreed and what was actually recorded.
The same edit can raise retrieval in one engine and lower it in another. A single citation uplift number is an average over that disagreement, which makes it close to useless.
Crawl logs tell you a bot arrived. They do not tell you whether anything you wrote survived into an answer. Two measurements, and only one of them is the one people quote at you.