Focus Discovery

An AI-powered pipeline that suggests Focuses automatically from AS signals rather than requiring clients to define them manually. Discovery reads what the site talks about, what the Knowledge Graph says about the brand, what competitors cover, and what patterns the IKL has seen for similar domains — then uses an LLM to generate positioning suggestions. Each suggestion is scored across four evidence dimensions: content coverage, AI perception, search presence, and entity signals. Clients review and confirm; Discovery surfaces the options, practitioners and clients decide.