You get cited by being the easiest source for an AI to quote. In practice the list is short. Answer one question per page, inside the first 40 to 80 words. Phrase headings as questions. Mark up FAQs with schema, keep your business facts identical everywhere, publish an llms.txt file, and keep the pages current. Nobody can guarantee a citation. These are just the habits cited pages keep turning out to share.
Why do AI tools cite some businesses and not others?
Ask ChatGPT or Google's AI Overviews a question and the answer that comes back was assembled from pages the system could read and quote cleanly. That's it. Park a straight answer high on the page, in plain words, and the machine lifts it and points readers back at you. Bury it in paragraph nine under a heading like "Our Philosophy" and the system moves on to whichever competitor made its job easier.
That's the whole game. No trick, no loophole. It's a clarity contest where most local businesses never showed up, which is precisely the reason to enter now.
How should you structure a page so an AI can quote it?
One question per page, answered immediately. In practice:
- Make the question the heading. "How much does a bathroom remodel cost in Portland?" beats "Pricing" every single time, because it matches what people actually type.
- Answer in the first 40 to 80 words. Give the real answer up front, honest range and caveats included, before any background. The detail can come after, under more question-led subheadings.
- Keep paragraphs short. Two to four sentences. A quotable page is a skimmable page.
- Use your customers' words. Write "my heater is making a clicking noise," not "atypical HVAC acoustics." The match happens on the exact phrasing people search with, clicking noise and all.
What is FAQ schema and why does it matter?
Schema is a block of structured data, usually JSON-LD, hiding in a page's code and labeling what's there. This bit is a question. That bit answers it. Here's the business, here's its address. FAQ schema does question-and-answer pairs specifically, so a machine never has to guess where an answer starts or stops.
Think of it as the machine-readable copy of your page. Free to add. Most platforms support it already, and every post on this blog carries it, including the one you're reading.
Why do your business facts need to match everywhere?
AI systems piece together their picture of your business from your website, sure, but also from your Google Business Profile, from directories, from social profiles, all at once. Keep name, address and phone identical everywhere and that picture stays sharp. Let one directory say "Smith Plumbing LLC" while another says "Smith Plumbing & Heating" with an old phone number and it blurs. Blurry entities get cited less. Sharp ones get quoted with confidence.
The fix is boring and takes about an afternoon. List every place your business appears, pick one canonical version of your name, address, and phone, then go correct every listing until it matches exactly.
What is llms.txt?
llms.txt is exactly what it sounds like: a plain text file, simple markdown, parked at yourdomain.com/llms.txt. It hands AI systems a short map of your site: who you are, what you do, which pages matter. It's an emerging convention, not a settled standard, and not every AI system reads it yet. Still, writing one takes minutes and hosting it costs nothing, and it puts your own summary of your business in front of any system that does look.
How much does freshness matter?
A page nobody has touched in years reads as a risky source, to humans and machines alike. Forget the content calendar. What this takes is a habit:
- Once a quarter, walk your key pages and fix whatever drifted: prices, hours, services, who still works there.
- The second time a customer asks you the same question, that question has earned its spot on the relevant page, answer attached.
- Show real dates, and touch them only when something actually changed. Fake freshness is worse than honest age.
None of this takes new tools or budget. Steady attention is the whole cost. Steady attention is also, not coincidentally, the part most owners never get to. That maintenance loop is what an agentic website automates, but do it by hand or hire it out, the checklist above is the work.