geo-prompt-architecture
by rheumatologyquadrivium246
Use when the user wants to generate, structure, score, or audit GEO monitoring prompts for a client. Trigger when building topic-first prompt sets from a website, brand, market, customer, product lines or inferred topics, and competitors; when balancing non-brand, comparison, and brand-defense prompts; or when turning AI visibility monitoring results into prompt and content optimization actions.