SAG / ANSWER CENTER
What does the overall dashboard show?
Review competitor comparisons, SEO/AEO/GEO metrics, Goal attainment and monthly trends on one page.
When is this guidance useful?
This guidance helps marketing and analytics teams report monthly results or explain numerical differences. Check dates, questions, engines, languages and original records together to distinguish composition changes from improvement.
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
Align metric definitions, denominators, question sets and conditions before comparing months. Distinguish the report publication month from the analyzed month, and do not fill missing periods with inferred performance. Rate changes use percentage points; progress toward a target uses attainment.
How to use it
Practical answers to customer questions
Which records are needed for AI search analysis?
Preserve the prompt, response, engine, model, language, country, device, search setting and collection time. Record brand mentions, recommendation context and exact cited URLs separately. Inspect originals alongside percentages. Failed collection and an observed absence must remain distinct.
Detailed topic guide (Korean original)