Resources
Plain-language guides to how AI assistants decide what to say about businesses — and what you can do about it. Written to be useful on their own, whether or not you ever hire us.
AI visibility for window tint & auto shops
Tint customers comparison-shop with AI: ceramic vs carbon, mobile service, warranties. Why tint shops are exposed — and a checklist backed by a real case.
Can anyone guarantee AI mentions? (No.)
No — AI answers vary run to run and the platforms change without notice, so a guaranteed mention is a guess. What can be promised, and how to buy safely.
What is Citation Share — and why it moves first
Citation Share is whose sources AI assistants cite when answering your kind of question — yours, competitors', or neutral directories'. The early indicator.
How to check what AI says about your business
A free DIY walkthrough: which assistants to ask, the exact questions to use, how to read the citations, and what the common findings mean.
How duplicate listings poison AI answers
Two profiles for one business split your reviews and contradict your facts, and machines can't tell which is real. How duplicates happen and how to fix them.
Your Google Business Profile feeds AI answers
AI assistants lean on Google Business Profiles for local answers. Which fields do the work, why reviews are sources too, and what to keep current.
How do AI assistants choose who to recommend?
AI assistants retrieve sources, then compose an answer from them. What gets read, why consistency decides who gets named, and what nobody can predict.
Schema markup for local businesses, explained
Schema markup restates your page's facts in a form machines read without guessing. What it is, what a LocalBusiness block covers, and what it honestly does.
SEO, AEO, GEO: what's the difference?
SEO, AEO, and GEO defined plainly — what each layer does, why the industry can't agree on the terms, and why the mechanics matter more than the labels.
What is AI visibility?
AI visibility is whether AI assistants find your business, describe it accurately, and cite sources you control — and it's measurable. A plain definition.
What is grounding? Why AI answers changed
Grounding is when an AI searches the web and answers from what it just read, not from training memory. It made AI visibility fixable — and measurable.
Why doesn't ChatGPT know my business?
AI assistants don't keep a directory of businesses — they answer from what they can read in the moment. Here's why yours is missing, and what to do.
See what AI says about your business
On a short call, we show you what three assistants answer about your business today, which sources they cite, and one obvious gap — free, no obligation.
Free AI Visibility Check