What is the difference between SEO, LLMO, AEO, and GEO?
SEO supports discovery in search. LLMO guides the preparation of digital presence for environments based on language models. In Platinum’s approach, AEO addresses the ability to answer relevant questions, while GEO focuses on how a company is understood, represented, and cited in generative answers. These areas share a common technical and informational foundation.
Does LLMO replace SEO?
No. SEO and LLMO are complementary. A solid organic foundation helps search engines and AI systems locate, interpret, and relate information about a company. Optimization for generative environments extends this preparation without replacing search fundamentals.
Can Platinum guarantee rankings or citations in AI answers?
No. Platinum improves technical and structural conditions, sets priorities, and monitors results. Search engines and AI systems decide which sources to present, cite, or use in each answer.
What does the technical assessment cover?
The analysis considers the main layers that influence discovery, interpretation, and validation of website information, including access, indexing, architecture, structured data, performance, information consistency, and signals available in search platforms.
What is llms.txt, and does it help a website appear in ChatGPT and other AI systems?
llms.txt is an emerging standard designed to organize website information and references in a format intended for LLM-based systems. Adoption is not yet universal, and it should not be treated in isolation as a factor in AI visibility or ranking.
Platinum assesses its use when relevant to the project, alongside broader factors such as accessibility, crawling, semantic structure, structured data, and clarity of the information available to search engines and AI systems.
As this ecosystem evolves rapidly, formats and technical recommendations may also change. The assessment therefore considers both established fundamentals and emerging standards relevant at the time of each project.
Do we need to rebuild our website?
The assessment starts with what you already have. Some businesses need changes to structure and content; others need broader changes. The assessment establishes priorities before recommending a rebuild.
How do you measure results?
By separating organic coverage, identifiable visits, observed presence in answers, incoming inquiries, and qualified opportunities. A sample of AI answers does not represent the full reach of a generative system.
What happens after I submit the form?
Platinum receives your request and contacts you to define the scope of the assessment. The form does not automatically generate a report.
