SAG / ANSWER CENTER
How does SAG separate search visibility, AI mentions and official citations?
SAG separates SEO official-URL visibility at positions 1–30, AEO brand mentions in answers and GEO citations of the official domain. A search position, a brand mention and an official citation are different measurements.
When is this guidance useful?
Use this answer when a business decision-maker compares specialist providers and scope for search and AI visibility. Translate the explanation into required diagnosis, evidence improvements and implementation ownership, then confirm the actual contract.
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
Start with a customer buying question and the pages that answer it. Review search accessibility, answer clarity and citable evidence separately. Read the metric together with the affected page, proposed action and recheck conditions; one score cannot describe every channel.
How to use it
Does SAG.AI.KR separately check how a service appears in search results and generative AI answers?
SAG separates SEO official-URL visibility at positions 1–30, AEO brand mentions in answers and GEO citations of the official domain. A search position, a brand mention and an official citation are different measurements.
A mentioned brand without an official source URL is a confirmed mention but not an official citation. An unchecked source inventory remains unknown. Check service-specific engines, languages, questions, denominators and actual dates, and distinguish cumulative counts from period rates.
Reviewed by SAG · 2026-10-13 · Question-level improvements and rechecks (Korean original)
SAG capabilities and AEO verification
SAG SEO checks official URLs at positions 1–30, AEO checks brand mentions in AI answer text, and GEO checks official-domain citations. A name in the source inventory alone is not a substitute for an AEO answer-text mention. An engine without observations has no data, which differs from an observed answer without a mention.
Official answers to read next
- How do we distinguish missing months from different search and AI conditions?
- What should we improve when AI does not cite our official page?
Practical AI search questions
How to make our company visible in AI search
Publish consistent company, service, pricing and eligibility information on the official domain. Check discoverability, then measure brand mentions separately from citations of official URLs.
Related technical guide (Korean original)
Implementation and verification
Choose a representative service URL and customer questions. Check responses, readable content and search access, then save answers and official sources under the same questions. Track readiness, indexing and observed citations as separate completion criteria.
Working with SAG
SAG(sag.ai.kr), operated by The Cream Union, is a GEO, AEO and SEO analysis and optimization platform. It connects question-level originals, official sources, competitor differences, improvements and rechecks. Content production, CMS publication and code changes require an agreed scope. Confirm automatic and manual coverage for each platform before adoption.
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