Make your content easier for AI search to understand and cite.

AI search visibility starts with useful, well-structured pages that answer real questions, cite reliable sources, and connect clearly to the rest of the site. Gadex prepares content for Google search, AI Overviews, ChatGPT-style answers, and citation-led discovery without chasing prompt tricks.

Answer-first article structures.

Clear definitions, comparisons, and source-backed claims.

Internal links and schema that clarify page relationships.

01

GEO, AEO, LLM optimization: one discipline, several names

This work travels under a lot of labels. Generative engine optimization (GEO), answer engine optimization (AEO), LLM optimization, AI SEO, ChatGPT SEO — agencies and tools each prefer a different term, and the terminology is still settling.

They describe substantially the same job: making a page clear enough, specific enough, and well-sourced enough that an answer engine can summarize it correctly and attribute it to you. Gadex treats them as one service rather than selling four. If you arrived looking for a GEO agency, an AEO agency, or an LLM optimization service, this is the page.

02

What AI search changes

AI answer engines often summarize information instead of sending every user to a list of links. That puts more pressure on clear definitions, direct answers, entity clarity, and source-backed claims.

A page that buries the answer, mixes several intents, or makes unsupported claims is harder for both people and AI systems to use.

Visual summary

How a page can become a cited source

How a source page can become an AI-answer citation A simplified four-stage model shows crawl and index access, retrieval as a candidate source, passage-level evidence and context, and selection in a cited AI answer. Publishers can improve the page, but the engine controls selection. SIMPLIFIED DOCUMENTATION-BASED MODEL · NO CITATION GUARANTEE PUBLISHER-CONTROLLED INPUTS ENGINE-CONTROLLED SELECTION 01 Discoverable page • Crawl allowed• Indexable HTML• Clear entity + topic 02 Candidate source • Relevant query match• Fresh page context• Connected site structure 03 Supported passage • Direct answer• Traceable source• Claim boundary visible 04 Cited answer Source page cited The engine decides whether, when, and how to cite.
A simplified documentation-based model. Gadex can improve the page and its evidence; the answer engine still controls selection.
03

What still matters

AI search does not remove the need for SEO fundamentals. Accessible pages, useful content, internal links, fast performance, clean metadata, and topical authority still matter.

The work is not separate from SEO. It is a stricter version of the same discipline: make the page useful, structured, trustworthy, and connected to the rest of the site.

04

What the service includes

A visibility review of how AI tools currently describe your company and category, and which pages they draw on. A page-level readiness pass on your priority URLs: answer placement, definitions, entity naming, source support, internal links, schema, and crawler access.

Then production: refreshed pages where the content is close, new answer-led pages where coverage is missing, and a tracking template so changes can be tied to prompts and citations over time. Deliverables are pages and briefs, not a dashboard subscription.

05

How pages are structured

Gadex plans AI-search pages around a primary buyer question, a short direct answer, supporting sections, examples, and internal links to related service or guide pages.

Definitions, comparisons, steps, and checklists are written so they can be understood without removing the surrounding context.

06

How trust is added

Trust comes from visible methodology, editorial standards, source quality, and consistent entity signals across the site. Claims that need evidence should be supported or rewritten.

For AI and B2B topics, this often means removing broad claims and replacing them with specific explanations, constraints, examples, and source-backed statements.

07

What Gadex can and cannot influence

Can influence: whether your pages state a direct answer early, whether claims carry traceable sources, whether entities and product names are used consistently, whether related pages are linked, whether schema and metadata are clean, whether AI crawlers are allowed access, and whether the topics buyers actually ask about are covered at all.

Cannot influence: which sources any given model retrieves on any given day, how ChatGPT or Perplexity rank or phrase an answer, model training cut-offs, or whether a competitor gets named alongside you. Nobody can control those, and a service that implies otherwise is selling something it cannot deliver. What is controllable is whether your pages are worth citing when a model does look.

08

What gets measured

Measurement should include traditional rankings and traffic, but also whether AI tools describe the company accurately, whether pages are cited, and whether branded/category prompts surface the right pages.

Gadex provides a tracking template for recurring AI-search checks so improvements can be tied to prompts, citations, and page changes. The honest framing is that AI-search measurement is still immature: sampling prompts by hand is repeatable but not statistically robust, and referral attribution from answer engines is incomplete. The template is a consistent method, not a precise metric.

09

Where Gadex fits

Gadex can audit existing pages, identify missing answer-led content, refresh unclear pages, and produce new SEO articles that are easier for AI systems to summarize and cite.

The strongest starting point is usually a content gap report, followed by a small set of pages that answer high-value buyer questions better than the current site does.

Is Gadex a GEO agency or an AEO agency?

Both terms describe the work on this page. Generative engine optimization (GEO) and answer engine optimization (AEO) are competing names for making content clear, specific, and well-sourced enough that answer engines can summarize and attribute it. Gadex sells it as one service rather than splitting it into separate products.

What is the difference between AI search optimization and SEO?

It is a stricter version of the same discipline, not a separate one. The fundamentals — useful content, clean structure, internal links, crawlability, topical authority — still apply. AI search adds pressure on answer placement, entity clarity, and whether claims are traceable to sources.

Can you guarantee my brand appears in ChatGPT or Perplexity?

No, and nobody can. What any model retrieves and how it phrases an answer is outside a vendor’s control. What is controllable is whether your pages state a direct answer, carry traceable sources, name entities consistently, and cover the questions buyers actually ask — so that your content is worth citing when a model does look.

How is AI search visibility measured?

By tracking a fixed set of branded and category prompts over time, recording whether the company is mentioned, described accurately, and cited, alongside traditional rankings and traffic. Gadex supplies a tracking template for this. It is a repeatable method rather than a precise metric — hand-sampled prompts are not statistically robust and answer-engine referral attribution is still incomplete.

Do I need a separate LLM optimization service on top of SEO content?

Usually not. Running them as separate workstreams tends to produce duplicate pages competing for the same queries. The same production process should handle both, with AI-search requirements applied as stricter rules on structure, sourcing, and entity clarity.

How this page is sourced

This page describes how Gadex works, written by Gadex. It is not a study and carries no dataset: statements about our own process are what we do, and statements about search or AI-answer behaviour follow the platforms’ current public documentation. Where something could not be supported, it is written as our view rather than as fact.

Search and answer engines change without notice, so check anything you are about to act on against the source. Our methodology sets out how pages are researched and reviewed, and our editorial standards set out what we will and will not claim — including how to tell us if something here is wrong.