How coaches get recommended by ChatGPT: what 23 Indian buying questions showed

I have worked with 15+ coaches and creators over the years. Ask most coaches in India where their clients come from and you will hear one word. Instagram. Fair enough. That is where the attention is.

But look at what happened this week.

One of the coaches we studied runs a coaching program for women. She has a website, but search her name on Google and nine of the top ten results are her Instagram posts, her reels, her Threads profile and a Facebook video. Her own site is nowhere on page one.

Then I asked ChatGPT, with search on, for an online fitness coach for women in India. It named more than ten programs and apps. She was not one of them, and no Instagram page was linked at all.

That made me curious about what ChatGPT actually reads when it picks a coach. On 28 October 2026 I asked it 24 buying questions and logged every page it linked.

How did we run the test?

• 24 questions an Indian client would type before hiring a coach or a course: a business coach in Delhi, a life coach in Mumbai, an online fitness coach for women, a career coach in Bangalore, a parenting coach, a UPSC mentor, a photography course in Chennai, and so on.
• Asked to the GPT 5 model through OpenAI's API with its web search tool on, location set to New Delhi, India. This is the same search tool ChatGPT uses, though the ChatGPT app may show slightly different answers.
• 23 questions returned an answer. One failed twice and we left it out.
• We logged every link in every answer and sorted it by type.

Which pages did ChatGPT link to?

Read that table twice if you live on Instagram. In 23 answers about hiring a coach, ChatGPT did not link a single reel, post or YouTube video.

What kind of page got a coach named?

The 158 inner pages had a pattern. They were pages about one specific thing:

• A program page with a name, a length and a format. An 8 week strength plan for women. A one year teacher training course. A founder sales program.
• A service page that said the city in plain words. Career coaching in Bengaluru, on a page with that phrase in it.
• A coach's profile page on a directory, like the International Coaching Federation's credentialed coach finder.

ChatGPT used these pages to write its own one line summary of each coach: who it is for, how it runs, what makes it different. If your site has no page that says those things in plain text, the AI has nothing to quote.

Why do directories matter so much?

Six of the 23 answers linked the ICF directory or a local ICF chapter. These were the classic coaching questions: life coach, business coach, career coach, executive coach, mindset coach and relationship coach.

A directory listing does two jobs for an AI. It is a page from someone other than you, so it reads as a check on your claims. And it states hard facts like your credential, your city and your niche in a format that is easy to read.

I cover which listings are worth your time in coaching directories that AI tools cite.

Did any of our own prospects show up?

We also looked for the 40 founders from our daily teardowns of 22 to 28 October 2026, 18 of whom are coaches or educators. Two of them showed up in the answers. One is a photography school with clear course pages. The other is a business coach with a personal website on his own name and a published book.

The coaches whose name searches were full of reels and thin on website pages did not show up at all.

How do you get your coaching business recommended by ChatGPT?

Here is the order I use with coaches.

Build one page per program

Each program gets its own page with its name in the title. In the opening lines, say who it is for, the length, the format (live, group, 1:1, recorded), the language, the city if it is in person, and the price or price range. Then the details.

Say your city and niche in plain text

"Career coach in Bengaluru for people switching from IT to product roles" is a sentence an AI can lift. "Helping you become your highest self" is not.

Get listed where coaches are vetted

An ICF credential and directory profile, a professional body for your field, a respected marketplace. Pick the two that fit your niche and fill every field.

Make your About page checkable

Your full name, credentials with the year, your city, how long you have coached, and links to your real profiles. Add Person schema so machines connect it all. Our Person schema guide has code to copy.

Keep the AI crawler open

OpenAI says OAI-SearchBot decides if your pages can appear in ChatGPT search. Check your robots.txt does not block it. Our llms.txt guide covers what we found on 38 Indian sites.

Keep Instagram for what it does well

I am not telling you to quit Instagram. It builds trust with people who already follow you, and it fills your DMs. It just does not get you named by an AI to a stranger. Your website does that job.

How do you test where you stand?

Do this tonight. Ask ChatGPT, with search on, the question your ideal client would ask. "Which [your niche] coach in [your city] should I hire?" Note who it names and which pages it links. Then open those pages and see what they have that yours does not. You will usually find it in five minutes.

If the answer hurts a little, good. It hurt for us too. On 23 October our own test left our site out of every AI answer. That is where every fix starts.

If you want the full test done for you, our Agent Ready Audit asks 3 AI tools about your business, shows who they name instead, and gives you the top 5 fixes with text to copy. It is ₹9,999, credited in full to the setup, and is described on our funnel audit page. For brands rather than coaches, we ran a bigger test in why ChatGPT recommends your competitor.

Sources

• The Human Algorithm, coaching questions test, 28 October 2026, about 4:30 to 5:00 AM IST. 24 buying questions asked to the GPT 5 model through OpenAI's API with the web search tool on, location New Delhi, India. 23 answered. Every link logged and sorted by our own reading of the page type. Raw answers kept on file.
• The Human Algorithm, daily teardowns of 22 to 28 October 2026 (40 founders, 18 coaches or educators). Names kept private.
• OpenAI, Overview of OpenAI crawlers, read 28 October 2026.