Can you guarantee that an AI system will mention or cite us?
No. We explicitly do not promise mentions, citations, recommendations, rankings, inclusion, or any particular wording in an AI-generated answer. Generative systems are controlled by external models, sources, retrieval, policies, and user context. We improve the quality and clarity of your information, then report observations honestly.
Is AI GEO different from traditional SEO?
There is meaningful overlap in technical accessibility, useful content, structure, and clear entities, but the experiences differ. AI GEO also considers how information is explained, supported, represented across sources, and interpreted in answer contexts. We treat it as complementary work, not a replacement for sound SEO.
Do we need to create special AI-only content?
Usually not. The priority is often to make existing information more accurate, complete, well organised, and supported by evidence. We may recommend new pages or FAQs where genuine questions are unanswered, but we avoid thin, repetitive, or unnatural content created solely to influence an uncertain system.
How can success be evaluated if outcomes are uncertain?
We evaluate controllable improvements such as clarity, consistency, content coverage, technical accessibility, source quality, and user engagement, alongside carefully defined observations in relevant answer experiences. We separate those measures from AI inclusion, which remains external, variable, and impossible to guarantee.