tool
AI Insights
A 3LA tool that reads Bing AI search data, breaks it down by intent, topic and citation share, and flags Dark Topics: themes where the brand is absent.
AI Insights shows which questions AI search connects to a site, and where competitors are cited instead.
This term is part of the 3LA EntityMap → /entitymap.html
Related terms
Dark Topics
GEOThemes in AI search where a brand is absent, flagged by AI Insights. Where a Dark Opportunity is a single page, a Dark Topic is a subject area.
Search Insights
toolA 3LA tool that imports Google Search Console data and joins impressions, clicks and positions with audit scores. Pages with high traffic and a weak L3 score are flagged as top priority.
Citation Frequency Rate (CFR)
metricA 3LA metric that relates AI citations to search impressions: CFR = AI citations ÷ search impressions × 100. It shows how much of the search demand a page already captures is turned into citations in AI answers.
