Twenty years in SEO taught me one thing that turned out to apply far beyond search: the truth is in the boring details. Real expertise leaks out in the unglamorous parts, the complaints, the routines, the friction nobody bothers to fake. Performed expertise skips all that and goes straight to the highlight reel.
That instinct, separating what’s real from what’s performed, is the throughline of everything here.
The day job is digital marketing, specifically AISEO/GEO: getting brands found in a world where the answer increasingly comes from a model, not a list of ten blue links. That’s the paid core, and most of what I publish will live there: how AI is reshaping search, what’s actually working, what’s hype.
But the same signal-reading muscle applies wider, and that’s where this blog gets interesting: open-source intelligence, source verification, and the occasional field report on how to tell a real account from a convincing one, in markets, in machines, and in people.
Marketing and AI are the trade. Signals are the lens.
Welcome.
