LLM citation
LLM citation explained
Citations are the currency of AI search. They are also unstable: the same prompt can return different brands on different days, from different accounts, in different regions. That is why one screenshot proves nothing and a weekly scan of a fixed prompt set proves something.
Models cite what they can retrieve and trust. In practice, for Indian categories, that means well structured category pages, marketplace listings with rich content, reputable Indian publications, comparison and listicle pages, and community threads where real users describe the product. Your own site matters, but it rarely wins a category prompt alone.
Track three things per prompt: whether you appear, where in the answer you appear, and which source the engine leaned on. The third one tells you where the next month of work goes.
An LLM citation is a moment when a large language model names or links your brand inside a generated answer, either as a recommendation or as the source it drew a fact from.
One definition is worth more than ten opinions
Every term here links to the service that owns the work and the tool that measures it.
Read next
Three things you can test this week
None of these need a tool or a vendor. They take an afternoon and they tell you whether llm citation is actually your problem.
Our own measurement method, with its definitions and stated limits, is published on the method page.
The definition is the easy part
Knowing what a term means takes five minutes. Knowing whether it is your problem takes an afternoon, and knowing what to do about it takes a method.
Every glossary page here ends with three checks you can run yourself and the primary sources behind them, because a definition you cannot act on is trivia.
Primary sources
Primary documentation for the mechanics described on this page. All published by the organisations that operate the systems in question.
Twenty buying prompts, four engines, you against three named competitors. Report in one working day. No call needed.
LLM citation: common questions
Can you buy LLM citations?
No, and anyone selling them is selling placements on sources that may or may not be retrieved. What you can do is earn placement on the sources models already use in your category.
Why did we get cited last week and not this week?
Model answers vary by run, account, region and index refresh. Judge on a rolling four week average of a fixed prompt set, never on a single check.
Do citations bring traffic?
Some, through referral clicks from Perplexity and AI Overviews. The larger effect shows up as branded search volume, which is worth watching in Search Console alongside the scan.
See what the engines say about you
Twenty buying prompts, four engines, your brand against three named competitors. Report in one working day.
- 20 buying prompts, your category
- ChatGPT, Gemini, Perplexity, AI Overviews
- You against three named competitors
- Report in one working day, yours to keep