How ChatGPT Decides Which Brands to Recommend in India
What OpenAI has said publicly about how ChatGPT picks brands for Indian buyers, what ads do not change, and seven practical steps to take.
When a buyer in Mumbai asks ChatGPT for "the best term insurance for a 30-year-old", or a parent in Jaipur asks for "a good CBSE school near Vaishali Nagar", ChatGPT does not open a ranked list of brands. It builds the answer fresh each time. For a marketing head, that raises an obvious question: what decides whether your brand is in that answer or not?
Nobody outside OpenAI knows the full recipe. But OpenAI has published a fair amount about how ChatGPT finds information, uses location, picks products and handles ads. This guide pulls together what is publicly known, what is not, and what an Indian business can do about it this quarter.
It matters more in India than almost anywhere else. In February 2026, OpenAI's CEO Sam Altman said India had passed 100 million weekly ChatGPT users, making it OpenAI's second-largest market (India TV).
Two places an answer comes from
Think of every ChatGPT answer about brands as drawing on two sources.
1. What ChatGPT already knows
ChatGPT learns from a very large amount of public text before it ever meets your customer. OpenAI's crawler for this is called GPTBot. OpenAI says GPTBot collects content that may be used to train its systems, and that a website can block it in its robots.txt file (OpenAI crawler overview).
What this means in practice: a brand that has been written about often, consistently and in well-known places is more likely to be "familiar" to ChatGPT. A brand that exists mostly on its own website and a few social posts is less likely to come up when nobody names it in the question.
2. What ChatGPT looks up in the moment
For many questions, ChatGPT also goes online before it answers. OpenAI's help centre says ChatGPT may do this automatically when a question would benefit from current information, and that people on the Free and Go plans can use it too (OpenAI help: ChatGPT search).
The same page explains the mechanics in plain terms:
- ChatGPT rewrites the user's question into one or more shorter queries and sends them to search partners. It may send further, more specific queries after reading the first results.
- The answer can include citations. A "Sources" button shows the pages it relied on.
- OpenAI itself warns that results and citations can be incomplete, outdated or wrong.
Buying questions ("which", "best", "compare", "near me") are exactly the kind that tend to trigger this lookup. So for most commercial queries, the pages ChatGPT can find and read today matter a great deal.
What OpenAI says shapes the answer
Pulling OpenAI's public documents together, these are the factors it names.
Relevance to the question and the person
On shopping, OpenAI says a product appears when ChatGPT judges it relevant to the user's intent, taking into account the question and context such as Memory or custom instructions. It gives price, reviews and ease of use as examples of what ChatGPT may weigh (OpenAI help: Shopping with ChatGPT search).
The takeaway: the same question can produce different brands for different people. A user who has told ChatGPT they are a first-time investor, or that they live in Pune, may get a different shortlist from someone who has not.
Location
ChatGPT can estimate a user's general location (country, state or city) from their IP address. OpenAI's own example is a "restaurants near me" question being rewritten into a city-specific query before it goes to a search partner. Saved memory can also influence location in results (OpenAI help: ChatGPT search).
For Indian businesses this is a big deal. A coaching institute that is well known in Kota may not show up at all for a student asking from Indore. City-level presence is not automatic.
Reviews on public sites
ChatGPT may show review summaries that it writes from reviews on public websites. OpenAI notes these reviews and ratings are not verified by OpenAI (OpenAI help: Shopping with ChatGPT search). In other words, what customers say about you on Google, marketplaces and review sites can find its way straight into the answer.
Product and merchant data
When a user clicks a product, ChatGPT can show a list of sellers. OpenAI says this list draws on product and merchant data from third-party providers or from merchants directly, and that sellers are ordered by factors such as availability, price, quality and whether the seller is the maker or main seller (OpenAI help: Shopping with ChatGPT search). OpenAI also invites merchants to share product feeds, saying richer, up-to-date data helps products appear with more accurate information (OpenAI: product discovery).
Whether ChatGPT can reach your site at all
OpenAI uses a separate crawler, OAI-SearchBot, for its search features. It says sites that block OAI-SearchBot will not be shown in ChatGPT search answers, though they may still appear as plain navigation links. This setting is independent of GPTBot, so you can allow one and block the other (OpenAI crawler overview).
What does not shape the answer: ads
ChatGPT ads went live in India in late August 2026 for Free and Go users ([Business Today](https://www.businesstoday.in/technology/artificial-intelligence/story/chatgpt-ads-arrive-in-india-as-openai-targets-free-go-users-in-major-revenue-push-ahead-of