AI search is a moving target. Because answers are non-deterministic and suffer from massive geo variability, standard rank tracking is effectively dead. To get reliable data, we’ve had to build our own stacks
AI search is a black box because answers are non-deterministic and shift constantly based on geo variability. Standard tools can't keep up, which is why we build our own stacks
Measuring AI visibility is difficult because LLMs are fluid, non-deterministic engines. You can’t just scrape a standard SERP anymore; results shift constantly due to massive geo variability, rendering traditional tools obsolete
Traditional rank tracking is failing us. With AI Overviews driving a 30% drop in European CTR, we have entered a zero-click reality. Stop paying for outdated monthly decks
Rank tracking is failing enterprise teams. AI Overviews have caused a 30% drop in EU organic CTR, and zero-click searches are now the standard. Chasing keyword rankings is a distraction
AI search is hard because answers are non-deterministic and geo-variable. Standard tools fail here. We build custom stacks using residential proxies to see local results and multi-LLM orchestration to track visibility across engines
효과적인 홍보영상제작을 마쳤다면, 이제 어떻게 노출할 것인가를 고민해야 합니다. 영상제작업체와 협력하여 처음부터 채널별 버전 제작을 고려해 두는 것이 좋습니다.<br/><br/>예를 들어 유튜브 영상제작은 16:9 비율이 기본이지만, 인스타그램용은 세로형 형식이 대세입니다. 제품홍보영상제작 시에도 홈페이지 게시용과 소셜 피드용은 그 길이가 차별화되어야 합니다
Rank tracking is dead. We used to obsess over position one, but AI Overviews changed the game. European sites now face a 30% CTR drop due to zero-click results. You cannot rely on static monthly reports
Rank tracking is now obsolete. With AI Overviews causing a 30% CTR drop across our European markets, we must pivot. We need live dashboards tracking zero-click visibility and schema-first content to maintain our edge
Rank tracking is failing us. With AI Overviews now slashing organic CTR by roughly 30% across our EU markets, legacy metrics don't show the real picture. We are shifting toward AI visibility tracking to navigate this zero-click landscape