Observatory Reports
Editorial intelligence on how brands, people, and categories appear in AI narrative outputs across ChatGPT, Gemini, Claude, and more. Updated quarterly with trend analysis and category roundups.
Each report is built from monitored platform signals, score movements, and narrative drift patterns observed in the Entidex pipeline. Use these reports to identify where authority is compounding, where representation gaps are widening, and which action priorities can improve discoverability, recommendation presence, and citation outcomes in AI-generated responses.
Observatory Intelligence
These reports synthesise observed AI narrative patterns into editorial summaries. All data is observational — sourced from real AI model outputs across ChatGPT, Gemini, Claude, and more.
How a new category of monitoring and narrative tools is taking shape in AI outputs
