The practical FAQ

Your GEO questions. Answered without the mystery.

Understand the terminology, the workflow, and what a useful observation can tell you. Start here before choosing a project scope or reading a visibility report.

What is generative engine optimization (GEO)?

GEO is the work of improving how a brand’s public information can be discovered, interpreted, and referenced in AI-generated answers. A practical program combines useful content, technical access, consistent facts, and repeatable observation of relevant responses.

How is GEO different from traditional SEO?

GEO places particular attention on representation in generated answers. SEO addresses broader search discovery. The work overlaps: useful pages, coherent navigation, accurate descriptions, and accessible public content remain important. Treat the labels as different priorities within a coordinated publishing plan.

What is answer engine optimization (AEO)?

We use AEO for making answers direct, well-scoped, and easy to understand. Definitions, consistent comparisons, and clear procedures can help. The right structure depends on the reader’s task; not every page needs a short question-and-answer format.

What does LLMO mean on this website?

LLMO means improving the clarity of website information through consistent names, explicit relationships, scoped claims, and maintained definitions. It does not mean training a third-party model or controlling what that model will say.

Can a website guarantee an AI citation?

No outcome is promised here. An audit can identify issues, an editor can improve a page, and an analyst can document observations. Inclusion in an external answer is a separate outcome that must be observed rather than assumed.

What is the difference between a mention and a citation?

A mention records that the brand name appeared in an answer. A citation records a qualifying source reference to a page or domain. A separate accuracy review checks whether the response’s statement is supported by the cited page.

How should I measure AI visibility?

Define a relevant prompt sample, record the assistant and mode, preserve the answers, and report the valid observation count. Keep mentions, citations, and accuracy separate, and do not describe a monitored sample as all activity on an AI platform.

Are the dashboards on this site live?

The dashboard panels are illustrative examples that explain reporting concepts. They are not connected to your website, do not run background monitoring, and do not present customer results. A real report requires collected and reviewed observations.

Does structured data guarantee AI visibility?

No. Structured data should accurately describe the visible page. Use appropriate types and verified properties, then validate the delivered output. It is not a substitute for useful information or a guarantee of an external search presentation.

What does a GEO audit include?

A scoped review can include a question-to-page inventory, evidence gaps, content clarity, technical delivery, a documented prompt sample, and a prioritized action plan. The exact scope should be agreed before work begins.

How long does GEO take?

There is no fixed result timeline stated here. Scope, publishing capacity, technical dependencies, and the observation process all affect the work. Agree on deliverables and review dates rather than assuming a guaranteed visibility outcome by a particular date.

How much does a GEO project cost?

GeoAnalytica does not publish a standard price on this site. Send your domain, priorities, and intended scope by email to discuss a project. Any fee, timeline, and deliverables need separate written agreement.

Which AI experiences should I monitor?

Choose the experiences relevant to your audience and record the exact mode for each observation. Begin with a sample your team can review reliably. More platforms and prompts are useful only when they support a clear decision.

Do I need to allow model training to appear in AI search?

Do not assume search and training are the same permission. Providers can distinguish between crawler purposes. Review the relevant provider documentation with your technical owner before changing access rules; our crawler guide explains an example.

How do I request a GEO audit?

Email [email protected] with your public website address, target audience, and a few important questions or topics. Include the pages you want reviewed. Do not send account credentials, sensitive customer records, or confidential material.

Can I read the articles in an RSS reader?

Yes. The sitewide RSS feed includes full article bodies and entries for the site’s other public content pages. Use the RSS link in the footer to add the feed to your preferred reader.

Looking for a deeper explanation?

Explore the GEO glossary, follow a learning path, or read the full GEO Field Notes collection. For a project inquiry, use the email address on our Contact page.

Bright ideas. Practical next steps.

Make your next GEO step a clear one.

Share your public domain, audience, and priority questions. Start with a scope built around the information your readers actually need.