AI Visibility

For twenty-five years, search was a vending machine: insert keywords, receive links. It rewarded a certain kind of business — the one that learned the machine’s buttons. That era is ending, not with an announcement…

The AI visibility field has a hype problem. Vendors promise secret techniques; gurus sell “one weird trick” for ChatGPT rankings. A small business owner deserves better: a sober account of what published research and…

For years, local marketing meant keywords: stuff “plumber + city” into enough pages and wait. That model is dying — not because keywords stopped mattering entirely, but because the systems doing the choosing now…

There’s a ritual small businesses inherited from the old internet: tweak the page. Adjust the title tag, sprinkle the keyword, hit publish, pray. It made sense when a ranking algorithm read pages in isolation. It…

Somewhere along the way, small business SEO calcified into a checklist: meta tags, keyword in the H1, alt text, submit sitemap, done. Meanwhile, the systems actually deciding modern visibility moved to something your…

Right now, somewhere in a data center, an AI system holds an opinion about your business. It has decided how trustworthy you are, what you’re good at, and whether you deserve to be mentioned when a customer in your…

Nature abhors a vacuum, and so do AI systems. Ask an assistant about a business it barely knows and it rarely says “insufficient data.” It assembles the best answer it can from fragments — an old directory listing, a…

Every small business owner has heard the same sermon: publish more content. More blog posts, more updates, more words. So you did — and the phone stayed quiet. Here’s the diagnosis nobody offered: the problem was…

Ask an owner where their brand lives and they’ll point to the website, maybe the logo. But your brand, as the machines experience it, lives in a thousand places at once: every directory entry, every review, every…

To you, your business is a building, a team, and twenty years of early mornings. To an AI system, your business is — or should be — an entity: a distinct “thing” in its map of the world, with known attributes,…