Competitor cited. You are not.
Same category, same size. AI engines recommend them by name and skip you.
In the order we check them
What we change
Source-map every list and publication the AI engines cite for your category, place you in them, clean the entity graph, and publish the data asset that makes you the reference.
Parity on category prompts in one quarter
The usual causes are they sit in the ranked lists LLMs read, their entity graph is clean and yours is not, they publish data journalists and models quote.
Published before you ask, not after the third call
Method, pricing, limits and tools. All of it live on this site right now.
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
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.
Twenty buying prompts, four engines, you against three named competitors. Report in one working day. No call needed.
Competitor cited. You are not.: the detail
The detail lives here so the page above stays readable. Open what matters to you.
How do you fix competitor cited. You are not.?
The usual causes are they sit in the ranked lists LLMs read, their entity graph is clean and yours is not, they publish data journalists and models quote. We diagnose with a free visibility scan across four AI engines, then fix in cause order. Typical result: Parity on category prompts in one quarter.
What causes competitor cited. You are not.?
In the order we check them: they sit in the ranked lists llms read; their entity graph is clean and yours is not; they publish data journalists and models quote; their pr converts to citations and yours does not.
How do you fix it?
Source-map every list and publication the AI engines cite for your category, place you in them, clean the entity graph, and publish the data asset that makes you the reference. That is the whole of our approach to competitor cited in AI, no single lever does it alone.
How long does fixing competitor cited in AI take?
Typical result: Parity on category prompts in one quarter. 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 competitor cited in AI 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 they sit in the ranked lists LLMs read?
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 their entity graph is clean and yours is not?
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 they publish data journalists and models quote?
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 their PR converts to citations and yours does not?
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.
Related searches that land on this page include how to fix competitor cited. you are not., competitor cited. you are not. India, AI search diagnosis and generative engine optimization.
Everything above is what any serious conversation about competitor cited in AI should cover before you sign anything.