Organic and Local Visibility
When somebody asks ChatGPT for a company in your city, where does that answer come from?
AI assistants recommend businesses by quoting pages they can read. What the research says about which pages get cited, and how to write one.
When somebody asks an assistant for a recommendation, the answer is assembled from pages it can retrieve and quote. It isn’t picking a favorite. It’s finding passages that answer the question and attributing them.
Which means the question “how do I show up in AI answers” has a fairly concrete answer: have pages that contain quotable answers to the questions people ask, on a site that ranks well enough to be in the retrieval pool in the first place.
What the research actually shows
Three findings worth knowing, because they contradict most of what gets said about this:
- Ranking still feeds citation. In an analysis of 1.9 million AI Overview citations, the median cited URL ranked around position 3 organically, and 86% of citations came from pages in Google’s top 100. You don’t get cited from nowhere. Source
- Length doesn’t matter. Across 174,048 pages cited in AI Overviews the correlation between word count and being cited was effectively zero. The average cited page was about 1,282 words and more than half were under 1,000. Source
- Schema isn’t the lever people think. Of 1,885 pages that added JSON-LD schema, there was no measurable lift in AI Mode or ChatGPT citations, and a slight AI Overview decline. Source
So: not longer, not more marked up. The variable is whether a passage on your page answers the question cleanly enough to be lifted.
What a quotable passage looks like
An assistant extracts passages, not pages. Each passage has to make sense on its own, without the paragraph before it.
That has four practical consequences for how a page is written:
- Answer first. The opening two or three sentences give the answer. Everything after them is explanation. A page that warms up for a paragraph has nothing liftable at the top.
- Headings shaped like questions. “Can etched marble be repaired without replacing it?” is retrievable. “Etch repair options” is not, because nobody asks it that way.
- The first sentence under each heading answers that heading. Then elaborate. This is the single highest-yield habit available and almost nobody does it.
- A real FAQ section. Four to six questions with self-contained two-to-four-sentence answers. It’s the structure that matches how these queries get rewritten and fanned out.
None of that is a trick. It’s what a page looks like when it was written to answer somebody rather than to rank.
The specificity part
The thing that gets a page quoted over a competitor’s is usually a specific that only the author could have written.
A named material, a real measurement, a failure mode described precisely, a condition local to where you work. “We measured about six and a half seconds from page load to the button doing anything” is quotable. “We optimize site performance” is not, and it’s also the sentence on every competitor’s site.
This is the same thing that keeps you on the right side of the spam policies. Google’s guidance on scaled content abuse is about content produced at volume to manipulate rankings, explicitly regardless of how it was produced. A page carrying something only you know is not that page, and a page assembled from the first five search results is.
What you can check in the next thirty seconds
Open ChatGPT, Claude, Perplexity or Gemini and ask it the way a customer would: a company that does what you do, in your city, for the problem you solve.
Read what it says. Note whether you’re mentioned, who is, and where the answer appears to have come from. Perplexity and Gemini show sources; ask the others where they got it.
Then ask a second, narrower question, the kind somebody with an actual problem would ask. That second answer is more revealing than the first, because it’s the one where a specific page gets quoted rather than a directory.
What this doesn’t cover
For a local trade, a large share of visibility still comes from your Google Business Profile, your reviews and the map results, and none of that lives on your website. We don’t manage profiles or reviews, so this is us telling you where the boundary is: articles and site structure affect what gets quoted and what ranks organically. They don’t move the map pack.
When to bring somebody in
The writing habits above are learnable and you can apply them yourself to pages you already have. Start with your best service page: put the answer first, turn the headings into questions, add a real FAQ.
Where it’s worth handing over is the research and the consistency: working out which questions are actually being asked, writing pages that answer them completely, and publishing each with its titles, descriptions and internal links in place. That’s how we write and publish articles. The measurable part is still organic ranking, because that’s what feeds the citations.
Common questions
Is this different from normal SEO?
It overlaps heavily. Ahrefs found the median cited page ranks around position 3 organically, and that 86% of AI Overview citations come from pages already in Google's top 100. Ranking feeds citation, so this is not a separate discipline you can do instead of SEO.
Does adding schema markup get me cited?
The evidence says no. Ahrefs looked at 1,885 pages that added JSON-LD schema and found no measurable lift in AI Mode or ChatGPT citations. Schema is still worth having for other reasons. It is hygiene, not a lever.
Do longer articles get cited more?
No. In a study of 174,048 cited pages the correlation between word count and citation was effectively zero, and more than half of cited pages were under 1,000 words. Completeness matters, length does not.
Can I stop people quoting my content?
You can block AI crawlers, and then you are not in the answers at all. For a local service business the answer that names you is free distribution, so blocking is usually the wrong trade.
How would I know if it is working?
Ask the assistants directly, in the wording a customer would use, from time to time. There is no dashboard for this the way there is for search, and the honest answer is that measurement here is immature.
More in this category
How often do you actually have to publish?
Less than the agencies selling packages will tell you, and more deliberately. What the citation data says about volume, and what a realistic schedule looks like.
How do you get found in the towns you actually serve?
A service area list in your footer does not make you findable in those towns. What genuinely works, what is thin content, and where your website stops mattering.
Why your site ranks for your business name and nothing else
If you only come up when somebody already knows your name, your site is not doing the one job that brings you new customers. Here is why, and what changes it.
Want this looked at on your site?
Ask ChatGPT for a company that does what you do in your city. Whatever it says is what a growing number of your customers are being told.