Original · 한국어
AI 검색 경쟁사는 어떻게 정할까? SAG·Profound·Semrush의 비교 기준
고객이 지정한 경쟁사, 실제 AI 답변의 인용 경쟁사, 검색·도메인 기반 후보는 서로 다른 집합입니다. SAG·Profound·Semrush의 공개 기능을 비교하고 질문·목표에 맞는 경쟁사 목록을 만드는 체크리스트를 소개합니다.
SAG TECHNOLOGY FRONTIER
We do not follow the curve.
SAG builds what comes next.
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.
SAG / ARCHITECTURE NOTES
Five principles behind SAG today
From discovery and evidence to data boundaries, reliable execution and delivery—see how each engineering choice works.
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