The research engine executes sequential rounds using Gemini with Google Search and URL context tools, querying the primary brand name and aliases for structured facts and verifiable citation sources. Each subsequent iteration feeds the accumulated fact list into a continuation prompt to demand strictly novel discoveries, terminating automatically when a round yields zero net-new facts or reaches the configured round limit.