Invisible in ChatGPT
Customers ask ChatGPT for the best brands in your category. You never appear.
Ask any AI assistant for the best brands in your category and read the answer carefully, because your buyers already do. Somewhere between a quarter and half of high-intent product research in India now starts inside an AI assistant instead of a search results page, and the brands named in that first answer collect the demand before a website is ever opened. Absence here is not a ranking problem in the old sense. LLMs do not crawl-and-rank your homepage; they synthesise from entities they recognise and sources they trust: ranked lists, press, data pages, structured facts. If your brand has no entity home, no presence in the lists that get cited, and nothing on your site worth quoting, the model literally has no material with which to recommend you. That is fixable, it is measurable, and right now in India almost nobody is competing for it.
The usual causes are no entity home or knowledge panel, zero presence in the lists LLMs cite, no citation-worthy data on your site.
In the order we check them
What we change
Run the 20-prompt visibility scan, build the entity graph, place you in the ranked lists LLMs read, publish quotable data, and re-test monthly until you are the answer.
First citations on money prompts in 60-90 days
Published before you ask, not after the third call
Method, pricing, limits and tools. All of it live on this site right now.
Run the free visibility scan on your brand
Twenty prompts, four engines, every mention recorded. The fastest way to know how bad, or how open, your category really is.
Published before you ask
Pricing, method, limits, scorecard cadence and seven working tools, all live on this site right now rather than appearing on call three.
You can qualify yourself out in ten minutes without speaking to anyone. That is the point.
Send me the plan for my prompts
Written against your scan results, not a generic PDF. Qualified enquiries get a WhatsApp reply within 15 minutes.
- 20 buying prompts, your category
- ChatGPT, Gemini, Perplexity, AI Overviews
- You against three named competitors
- Report in one working day, yours to keep
Twenty buying prompts, four engines, you against three named competitors. Report in one working day. No call needed.
Invisible in ChatGPT: the detail
The detail lives here so the page above stays readable. Open what matters to you.
How do you fix invisible in ChatGPT?
The usual causes are no entity home or knowledge panel, zero presence in the lists LLMs cite, no citation-worthy data on your site. We diagnose with a free visibility scan across four AI engines, then fix in cause order. Typical result: First citations on money prompts in 60-90 days.
What causes invisible in ChatGPT?
In the order we check them: no entity home or knowledge panel; zero presence in the lists llms cite; no citation-worthy data on your site; schema missing or broken; category pages answer nothing.
How do you fix it?
Run the 20-prompt visibility scan, build the entity graph, place you in the ranked lists LLMs read, publish quotable data, and re-test monthly until you are the answer. That is the whole of our approach to partner, no single lever does it alone.
How long does fixing invisible in ChatGPT take?
Typical result: First citations on money prompts in 60-90 days. Diagnosis takes days, the entity and structural work takes weeks, and the citations compound in the second and third month as sources index.
Is this a content problem or a technical problem?
Usually both, which is why single-discipline vendors cannot solve it. The symptom shows up in AI answers and traffic, while the cause sits across entity data, schema, source coverage and whether anything on the site is worth quoting.
What should we measure while fixing it?
Prompt coverage and share of voice in AI answers, alongside branded search volume and AI referral sessions. If coverage has not moved in 60 days, the diagnosis was wrong and we say so.
Can we do this in-house?
Often yes, and the audit gives you the written plan for specialist team whether or not you engage us. What in-house teams usually lack is the weekly scan infrastructure and the source relationships that turn good content into citations.
What does it cost to have you fix it?
The free visibility scan shows the damage, the ₹25,000 GEO Audit (waived on engagement) shows the plan, and the 90-day GEO Sprint from ₹1,50,000 per month executes it.
What if it does not improve?
If the agreed prompt coverage has not moved in 90 days, the next 30 days are free.
Could the cause be no entity home or knowledge panel?
It is on the list, and it is number 1 in the order we check. Ruling it in or out takes an afternoon with the scan output and your site data, which is why we diagnose before prescribing rather than starting with whichever fix we happen to sell.
Could the cause be zero presence in the lists LLMs cite?
It is on the list, and it is number 2 in the order we check. Ruling it in or out takes an afternoon with the scan output and your site data, which is why we diagnose before prescribing rather than starting with whichever fix we happen to sell.
Could the cause be no citation-worthy data on your site?
It is on the list, and it is number 3 in the order we check. Ruling it in or out takes an afternoon with the scan output and your site data, which is why we diagnose before prescribing rather than starting with whichever fix we happen to sell.
Could the cause be schema missing or broken?
It is on the list, and it is number 4 in the order we check. Ruling it in or out takes an afternoon with the scan output and your site data, which is why we diagnose before prescribing rather than starting with whichever fix we happen to sell.
Could the cause be category pages answer nothing?
It is on the list, and it is number 5 in the order we check. Ruling it in or out takes an afternoon with the scan output and your site data, which is why we diagnose before prescribing rather than starting with whichever fix we happen to sell.
In plain terms, this is how to fix growth partner, team India and AI search diagnosis.