Korean AI Search Visibility: How Do You Measure Mentions and Citations?
A business can appear in an AI answer in different ways.
Decide what you are measuring
A business can appear in an AI answer in different ways. The answer may mention the name, describe a service, link to the website or recommend a provider. Treat those as separate observations. A brand mention does not automatically mean the linked source is the brand's site, and a citation does not prove the visitor became a customer.
Begin with a practical question: are you checking factual accuracy, discovery for a service, citation of useful content or business inquiries? Define the observation before collecting screenshots. Otherwise, a favorable answer can be mistaken for progress toward a different goal.
The answer foundation
Connect the parts around the same audience and the next useful action.
Use a repeatable prompt set
Choose questions that reflect relevant customer decisions. Record the wording, language, system, date and testing context. Keep the core set stable enough to compare observations, while documenting changes when the business or service changes.
Include Korean and English questions where both audiences matter. Do not assume a literal translation represents the same search intent. Also distinguish a prompt suggested by the team from a question supported by customer evidence. You do not gain access to private AI conversations simply by collecting your own test answers.
Define the denominator before reporting a percentage
If you report a mention rate, explain how many eligible observations were counted and what qualified as a mention. Keep citations and recommendations separate unless the method explicitly combines them. Record unavailable or failed responses rather than silently removing inconvenient results.
A small sample can help identify problems, but it should not be presented as a measure of every user's experience. Answers can vary by system and context. Show the method and limitations alongside the result so the business can judge how much weight to give it.
Use the observations to improve the underlying information
When the business is described incorrectly, examine the information the system cites and the factual descriptions on your own site. Correct what you control. If a relevant question has no useful answer on the site, consider whether a service explanation or original article would help a real reader.
Do not respond by publishing many near-identical pages or manufacturing third-party praise. Keep a log of the change and the next observation. The objective is a more accurate, useful business presence, with inquiry and referral evidence reviewed separately from answer screenshots.
Five fields for an honest observation log
Make this guide your working brief
Tick what you have reviewed, then download your notes for your team. This tool runs in your browser.
What can an agency report honestly?
It can report the defined observations, method, factual issues, work completed and remaining uncertainty. It cannot turn those samples into a guaranteed worldwide AI ranking. Share your business and priority questions with C3i3 Korea to discuss a measurement approach that matches the actual decision you need to make.