Why Perplexity is the useful one to test first
Every assistant is a black box about how it chooses. Perplexity is the least opaque of them, because it prints its sources next to the answer. You do not have to guess which pages carry weight for your question. It tells you.
What you learn there usually transfers, because the engines read many of the same pages. If a regional directory is carrying the answer in Perplexity, it is worth checking whether it carries the answer in ChatGPT too.
Run the query and read the citations
Open Perplexity in a logged out window and ask the question your customer would ask. Then record four things for each question.
- Which businesses the answer names, and in what order.
- Which pages are cited underneath, and how many of them are directories rather than business websites.
- Whether any page you control appears at all.
- Whether the answer states a price, an opening time or a claim about you that is out of date.
Do that for ten questions and you will usually see one of three patterns. Directories and review sites carry the answer. A single local roundup article carries it. Or two or three businesses' own service pages carry it. Which pattern you get tells you where the work is.
Make your own pages worth citing
A page gets cited when it answers the question quickly and states checkable facts. A page that buries the answer under the story of your founding does not.
- A title that matches the question, in the words people use.
- The answer in the first paragraph, before anything else.
- Specific, checkable facts: what is included, how long it takes, what it costs or a range, who it is not suitable for.
- Your address, phone and hours on the page as text, not only inside a footer image.
- A visible last updated date. Freshness is easier to judge when you state it.
- LocalBusiness and FAQPage structured data. See LocalBusiness schema for small businesses.
- No popup or cookie wall that hides the content on first load.
Get onto the pages it already cites
- Claim your listing on every directory that showed up in the citations, and fill it out completely. Same name, address and phone as everywhere else.
- Fix wrong information on listings you did not create. Almost all of them have a claim this business or suggest an edit path.
- If a local roundup article carries the answer, read who it includes and why, then earn a place honestly: be genuinely relevant, and write to the person who published it.
- Skip paid directory blasts. A pile of low quality listings is not what gets cited, and on a young domain it is a liability rather than an asset.
Do not treat this as a link count. The point is that the handful of pages an engine actually reads about your city should describe you correctly. Three accurate listings beat fifty sloppy ones.
What to skip
- Publishing a thin page for every keyword variation. Ten near duplicate pages compete with each other and none of them reads as authoritative.
- Repeating your city name in every sentence. It reads as spam to a human, and a human wrote the guidelines.
- Showing a star rating you did not earn. If it is not real, do not put it on the page and do not put it in the markup.
- Expecting one change to move the answer this week. Measure monthly, not daily.
Measure it the same way every month
Keep the ten questions fixed. Re-run them logged out on the same day each month and screenshot every answer. Track two numbers only: how many of the ten name you, and how many cite a page you control. Those two move before anything shows up in your bank account, which is what makes them worth watching.
Why the citation list matters
An AI search visitor is worth 4.4 times a traditional organic search visitor by conversion rate, according to Semrush, and Ahrefs measured AI search visitors converting 23 times better than organic search visitors on its own site, at 0.5% of traffic and 12.1% of signups. Few visitors, but the right ones. Sources: Semrush, Ahrefs.
Method. Anything written here as in our checks is our own observation from running the same buyer questions in ChatGPT, Perplexity and Google AI Mode in a fresh logged-out session, month after month, most recently in September 2026. Third-party figures are linked in the sources beside this guide. Where a tool's behaviour is documented by the vendor, we describe the documentation rather than our guess at it.