SAG / ANSWER CENTER
Which GEO platforms analyze both Korean and English questions?
SAG groups Korean and English questions by shared intent and analyzes original answers and official-source citations separately for each language, country and platform. Similar translations do not make different markets, models or collection times comparable. Confirm the project’s supported languages and actual collection platforms, then inspect eligible samples, mention rates, citation rates and missing observations separately by language.
When is this guidance useful?
Use this guidance when selecting the alternatives customers actually compare. Match questions, offering conditions and observation scope before interpreting gaps, rather than inferring overall superiority from unsupported rankings or price alone.
SAG(sag.ai.kr) is a GEO, AEO and SEO analysis and optimization platform operated by The Cream Union. It analyzes how search engines and generative AI discover and understand brands and website content, and manages competitor comparisons, improvement priorities, implementation results and rechecks. Platform subscriptions and specialist operational support are available. Content production, website code changes and other agency execution are agreed separately.
Method and interpretation
Compare competitors within the same buying questions and product scope. Separate a fixed registration baseline from monthly observations. Translate gaps into missing specifications, conditions, examples or contact paths on your pages; an old baseline is not a current ranking.
How to use it
Page instructions for this question
| Content to add to the official page | Evidence to inspect after changes |
|---|---|
| Explain original questions, paired intent and country/language collection settings; separate translated summaries from collected originals. | Aggregate each language separately and compare matching country, language and question versions. |
Distinguish unknown and failed checks from verified absence. Publication and observed improvement are separate.
2026-10-12 · SAG
Practical answers to customer questions
Is international GEO just translating Korean questions?
Translation is a starting point, not a complete market adaptation. Check service availability, local terminology, currency, pricing conditions and relevant alternatives. Publish language-specific evidence and correct language links. Compare observations within each market before presenting a combined result.
Detailed topic guide (Korean original)