Rarely. We pulled AI citation counts for 27 Coimbatore businesses that already rank on page 1 of Google India. 21 of them have no ChatGPT citation at all. Google's AI surfaces cited the same set roughly six times more often, and Google's documentation describes a local pathway that OpenAI's does not.
Ranking on Google is not the same as being reachable by an assistant. Every business in this sample had already won the hard part, a page-one position for a query a buyer actually types. Most of them are still invisible to ChatGPT.
How often does ChatGPT actually cite a local business?
We took the top ten Google India results for five local commercial queries in Coimbatore, dental clinics, interior designers, CBSE schools, wedding photographers and gyms. We removed directories, review aggregators and national chains, which left 27 businesses operating in the city. Then we pulled citation counts across seven AI engines on the same day.
| Engine | Citations across the 27 businesses |
|---|---|
| Google AI Mode | 417 |
| Google AI Overviews | 178 |
| Perplexity | 177 |
| Gemini | 105 |
| ChatGPT | 70 |
| Copilot | 63 |
| Grok | 32 |
ChatGPT sits near the bottom, and the total flatters it. 21 of 27 businesses have zero ChatGPT citations, which is 77.8%. Three sites supply 61 of the 70 citations between them. And 7 of 27, or 25.9%, are absent from all seven engines at once.
Why does Google cite them and ChatGPT does not?
Because Google documents a second route into a local business, one that does not depend on your website at all. Google's own local ranking documentation describes how a Business Profile earns its position.
"Local results are mainly based on relevance, distance, and popularity."
None of those three require you to publish anything. Google's guide to generative AI features then connects that profile directly to its AI answers, stating that Business Profiles can help your products and services to be visible in both AI responses and other Google Search results.
OpenAI's crawler documentation describes no equivalent. It documents one route into ChatGPT search results, and that route is your website.
"OAI-SearchBot is used to surface websites in search results in ChatGPT's search features."
What separates the six that ChatGPT did cite?
Not proximity, and not category. The clearest split in our sample is the size of the site's organic footprint, measured as the number of keywords it ranks for in the top 100.
| Business | Organic keywords | ChatGPT citations |
|---|---|---|
| Multi-specialty hospital | 7,085 | 21 |
| Wedding photography studio | 918 | 6 |
| Wedding photographer | 762 | 26 |
| Community hospital | 585 | 14 |
| Dental clinic | 65 | 0 |
| CBSE school | 65 | 0 |
The gap in the middle of that table is the finding. Every site ChatGPT cited more than twice ranks for at least 585 keywords. The next largest site in the whole sample ranks for 65. Nothing sits in between, so we cannot tell you where the real line falls, only that our sample contains a wide empty band.
If you would rather see this measured on your own site than inferred from ours, we run it as a free AI visibility audit.
Does a stronger domain fix this?
Domain Rating did not predict citation in this sample, and two cases show it plainly.
- A dental clinic with Domain Rating 24, the fourth strongest profile in the sample, drew one citation across all seven engines and none at all from ChatGPT
- A wedding photographer with Domain Rating 9 has 26 ChatGPT citations, more than any other business we measured
The photographer ranks for 762 keywords. The dental clinic ranks for 22. Published pages that answer real queries appear to matter more here than link authority does, which is the opposite of what most local businesses are sold. This mirrors what we found when the same seven engines disagreed sharply about which sites to cite in a different industry.
What we would check first
- 1
Confirm OAI-SearchBot is not disallowed in your robots.txt, since that alone removes you from ChatGPT search answers
- 2
Count how many keywords your site actually ranks for, not how many pages it has
- 3
Claim and complete your Google Business Profile, which is the cheapest route into Google's AI surfaces
- 4
Publish pages that answer the questions buyers ask. Footprint tracked citation better than authority did here, though 27 businesses cannot prove the link
- 5
Check whether your buyers even ask an assistant for your category before spending anything on it
Absence and invisibility are not the same problem, and two different failures produce the same silence. Establish which one you have before committing budget to either, because the repair for one does nothing for the other.
What this cannot tell you
- Counts come from Ahrefs' citation index, not from us prompting each engine ourselves. A zero may mean the engine does not cite that site, or that index coverage for it is thin, and we have not ruled the second out
- One city, five categories, 27 businesses, one day. It is a snapshot, not a trend, and it says nothing about other cities
- Citations are not customers. No part of this measures whether an AI mention produced an enquiry, and we would not spend against this data alone
- Our exclusion of directories and national chains is our judgment, not a published standard. A different exclusion rule would produce a different sample
- The keyword association is not a causal test. We observed a wide empty band in one small sample, which is a reason to look further, not a rule to follow
Key takeaways
- 21 of the 27 Coimbatore businesses we measured have no ChatGPT citation at all, and every one of them ranks on page 1 of Google
- Google's AI surfaces returned 417 citations to ChatGPT's 70 across the identical set, because a Business Profile reaches Google's AI without any publishing
- Organic keyword footprint split the sample far more cleanly than Domain Rating did
- 7 of 27 are cited by none of the seven engines at all, which is 25.9%
Frequently asked
Does ChatGPT recommend local businesses in India?
Sometimes, but not often. In our sample of 27 Coimbatore businesses that rank on page 1 of Google India, 21 had no ChatGPT citation at all. The businesses it did cite were the ones with large published content footprints, not necessarily the most prominent locally.
Does a Google Business Profile help me appear in ChatGPT?
Not directly. Google states that Business Profiles can make you visible in its own AI responses. OpenAI's documentation describes no comparable profile or local index, and points to OAI-SearchBot crawling your website as the route into ChatGPT search answers.
Which AI engine cites local businesses most?
Google AI Mode, by a wide margin, in our sample. It returned 417 citations across the 27 businesses against 70 for ChatGPT and 32 for Grok. That ordering reflects Google's access to local business data rather than site quality.
Why would a low-authority site get cited when a stronger one does not?
Because the number of queries a site ranks for appears to matter more than its link profile. In our sample a Domain Rating 9 photographer ranking for 762 keywords drew 26 ChatGPT citations, while a Domain Rating 24 clinic ranking for 22 keywords drew none.
How do I check whether AI engines cite my business?
Ask the assistants the questions your buyers ask, with and without your city name, and record which sources each one names. Then confirm your robots.txt does not disallow OAI-SearchBot, because that setting alone keeps you out of ChatGPT search answers.
Sources
Adith Krishnan
Co-Founder & COO, Kula Digital
8+ years building marketing that is measured in revenue. Runs strategy, AI search visibility, and education marketing at Kula. Written from the studio in Coimbatore.