aeo-entity-extractor

Extract the specific entities (brands, people, statistics, tools, URLs) that Gemini mentions in its grounded responses for a given prompt. Aggregates entity frequency across 20 runs to reveal the "entity universe" for a topic. Optionally performs entity gap analysis to show what a specific domain's content should include. Use when a user wants to: see what brands/tools Gemini recommends, find missing entities in their content, understand what statistics AI responses cite, map the competitive entity landscape, or discover which entities to include for better AI citation rates.