These are the public working definitions Visoryn uses for GEO, AI search visibility, citation tracking, answer coverage, and related terms.
GEO is the practice of improving how a brand, page, or source is understood, mentioned, and cited inside AI-generated answers.
GEO focuses on improving how AI systems describe, mention, and cite a brand or website in generated answers.
AI search visibility is the degree to which a brand appears in relevant AI-generated answers and answer flows.
Citation tracking means checking which URLs or domains an AI system cites when answering a question.
Brand mention tracking means checking whether an AI answer includes a brand at all, even when no citation is shown.
Answer coverage refers to whether AI systems can answer important questions about a brand, product, or topic clearly and consistently.
Citation quality refers to whether the cited sources are real, relevant, non-placeholder, and useful for verifying the answer.
SEO is primarily about improving visibility in traditional search results and organic search traffic.
GEO is primarily about improving how AI systems retrieve, summarize, mention, and cite content in direct answers.
Use prompts to test whether AI systems can answer the questions your buyers, operators, or partners will ask first.
Use runs to inspect answer quality, citations, and whether the brand was mentioned clearly.
Turn weak answer coverage, missing citations, or unclear positioning into concrete content and product tasks.
Re-check the same questions after updates to see whether AI answer visibility actually improved.