GEO optimisation for visibility in AI search

• Crawlable knowledge: Important answers are in the HTML and have a stable canonical URL.
• Clear entity: Organisations, people, services and sources use consistent names and schema IDs.
• Measure citations: We distinguish a brand mention from an actual source reference to the client's domain.

GEO starts with technical SEO

Google says the same fundamental SEO principles apply to AI features. Separate secret markup or a special AI file cannot replace an indexable page, good internal links and reliable content.

• Indexable pages with self-referencing canonicals
• Visible text without mandatory client-side interaction
• Correct HTTP statuses and redirects
• Organization, Person, Service and Article schema where appropriate
• Clear internal links between the service, method and evidence

What makes information citable?

A citable page answers directly, makes limitations explicit and refers to primary sources. Unique data can be valuable, but only when the method, period, sample and limitations are visible.

• Direct answer in the first paragraph
• Specific definitions and comparisons
• Author or responsible editorial team
• Publication and revision dates
• Source links to original documentation

How SEOJuice measures AI visibility

We measure fixed prompts and store the response time, source used and page URL. A brand name without a link or client-related source counts diagnostically, but not as a proven citation.

• Multiple distinct measurements
• The source URL must belong to the client's domain
• Do not present a single measurement as a trend
• The snapshot and monitor are linked to the same client
• Changes are not presented as guarantees

What do you receive in a GEO analysis?

A GEO analysis does not start by writing dozens of new pages. First we identify which existing URLs search engines and AI search experiences can reach, which questions those pages actually answer and whether the information's publisher is clear. Every finding has a source, a target URL and a checkpoint.

The outcome is not a general AI score, but a prioritised list of technical barriers, missing answers, inconsistent entity details, source gaps and measurement questions. Each action states what SEOJuice can prepare, which expertise or access is needed from the client and how visibility and accessibility will be checked after publication.

• Crawl and indexing checks for selected core pages
• Overview of organisation, person, service and article entities
• Question clusters for each commercial service and decision stage
• Baseline using a version-controlled prompt set
• Implementation plan with URL, hypothesis, owner and verification date

From implemented change to verifiable evidence

We distinguish four statuses. Proposed means the change is prepared. Published means the canonical URL visibly serves the change. Discovered means a search or AI system has demonstrably retrieved the new version. Effect measured means a predefined signal has changed across multiple valid measurements.

Only the last status says anything about a possible effect, and even then correlation does not prove causation. That is why we keep the source, measurement context and limitations alongside the conclusion. A brand name in one answer, one crawler visit or one rising ranking is not presented as sustainable growth.

• Proposed: content and objective are recorded
• Published: the change is on the canonical URL
• Discovered: an external system has retrieved the version
• Effect measured: a predefined signal has been evaluated repeatedly

When is GEO useful, and when is it too early?

GEO is useful when an organisation has a clear offer, indexable source pages and expertise that could be made more accessible. Existing customer questions, product specifications, subject knowledge and carefully described methods then provide a useful basis for answers that people and systems can understand.

If the website is technically unindexable, business information is contradictory or important claims cannot be substantiated, those problems take priority. GEO does not replace product-market fit, reputation, expertise or standard SEO, and cannot force an external AI system to select a source.

• Suitable when core pages are stable and content ownership is clear
• Fix incorrect canonicals or unindexable content first
• Substantiate claims first when they lack traceable sources
• Do not create a separate GEO page when the same question is already fully answered elsewhere

Frequently asked questions

Primary sources

• Google: AI features and your website
• OpenAI: ChatGPT search publishers and websites
• Bing Webmaster Guidelines