GEO and AI Search

GEO vs SEO vs AEO: 21 DifferencesThe channels overlap, but the retrieval and measurement jobs do not

SEO improves discovery in ranked search results, AEO improves eligibility for direct answers and GEO improves how generative systems retrieve, understand and cite a brand. The disciplines overlap because each depends on accessible, useful and trustworthy content.

A search strategist working attentively on a single laptop
GEO and AI SearchEvidence, context and a clear next decision.
21differences across discovery, content and measurement
3optimisation lenses sharing one technical foundation
0special shortcuts required for Google AI features

What should you know first?

  • SEO is the broad foundation: crawlability, indexing, relevance, links, usability and demand-led pages.
  • AEO focuses on concise, structured answers for featured results, assistants and question-led retrieval.
  • GEO focuses on whether generative systems can retrieve evidence, resolve entities, synthesise claims and cite the source.
  • Google states that standard SEO best practices still apply to AI Overviews and AI Mode and that there are no additional technical requirements beyond Search eligibility.
  • Run one integrated programme, but report rankings, answer ownership, citations and AI brand accuracy as different outcomes.

What do SEO, AEO and GEO mean?

SEO, AEO and GEO in one view
DisciplinePrimary outcomeTypical surfaceCore content job
SEORelevant organic visibility and qualified visitsRanked search results and search featuresMatch demand with useful indexable pages
AEOAccurate direct answer or answer-feature eligibilityFeatured snippets, voice and answer interfacesExpress a bounded answer clearly and structurally
GEOAccurate brand inclusion and citation in generated responsesAI assistants and generative search experiencesProvide retrievable claims, evidence and entity clarity

Decision: The terms describe optimisation lenses, not separate websites. A technically inaccessible page fails all three.

What are the 21 practical differences between GEO, SEO and AEO?

Twenty-one differences across SEO, AEO and GEO
No.DimensionSEOAEOGEO
1Primary unitPage and queryQuestion and answer blockClaim, entity and cited passage
2Discovery goalRank for relevant demandWin a direct answerAppear accurately in a synthesis
3Typical outputResult and visitExtracted answerGenerated response with source support
4Query shapeKeywords and tasksExplicit questionsConversational and multi-step prompts
5Content entryIntent-led landing pageAnswer-first sectionEvidence-rich passage
6Technical dependencyCrawl and index accessEligible indexed contentRetrievable access and parseable content
7Heading roleOrganise topic and intentFrame answerable questionsDefine extractable claim contexts
8Entity roleRelevance and knowledge signalsClarifies subject of answerPrevents brand and product confusion
9EvidenceSupports trust and usefulnessSupports answer accuracyGives the model a citable basis
10Schema roleEligible page understanding and rich resultsSupports eligible result typesMachine-readable corroboration, not a citation guarantee
11Internal linksDistribute context and authorityConnect related questionsBuild a coherent entity and evidence cluster
12External linksReference useful sourcesSupport concise answersExpose provenance and verification
13FreshnessDepends on query needCritical for current answersCritical when models use live retrieval
14FormatPages, tools, media and productsDefinitions, steps, lists and tablesDense facts, comparisons, sources and caveats
15Brand languageCategory and demand fitClear answer ownershipStable names, products and proof points
16Main KPIImpressions, ranking, clicks and conversionsAnswer-feature visibility and assisted actionsMention rate, citation rate, accuracy and assisted demand
17Testing methodSearch Console and rank trackingQuestion-set result checksRepeatable prompt suite across assistants
18Personalisation effectLocation, device and history can vary resultsAnswer surface can varyModel, mode, sources and conversation can vary output
19ControlIndexing and snippet directivesSame search controls where applicablePlatform-specific crawler and content controls
20Failure patternPage not discovered or not competitiveAnswer buried or ambiguousBrand omitted, confused or unsupported
21Best team modelSEO, content, web and productSEO plus editorial structureSEO, content, PR, data and entity governance

Decision: The clearest difference is the unit being optimised: SEO often works at page-query level, AEO at question-answer level and GEO at claim-entity-evidence level.

Where do SEO, AEO and GEO overlap?

  • Fast, secure and crawlable pages with useful internal links.
  • Clear page purpose and one dominant user intent.
  • Accurate titles, headings and descriptive text.
  • Original experience, evidence or data that another page cannot simply paraphrase.
  • Stable entity names for the company, people, products and services.
  • Visible authorship, dates, sources and correction practices.
  • Helpful tables, steps, definitions and comparison criteria.
  • Consistent claims across the website, profiles and reputable external coverage.
  • Accessible HTML and meaningful image alternatives.
  • Measurement tied to business outcomes rather than visibility alone.

Does Google require special GEO optimisation for AI Overviews or AI Mode?

Google says the same foundational SEO best practices apply to its AI features and that no additional technical requirements are needed. A page must be indexed and eligible to appear in Search with a snippet to be considered as a supporting link.

That does not make GEO meaningless. It means GEO work for Google should strengthen useful content, entity clarity, evidence and technical eligibility instead of inventing special markup or files that Google has not requested.

How should one team run SEO, AEO and GEO together?

  1. Map commercial topics to real search and buyer questions.
  2. Resolve crawl, index, rendering, canonical and language issues.
  3. Create the strongest useful page for each primary intent.
  4. Add concise answer blocks where a direct answer helps the reader.
  5. Support important claims with methods, dates and primary sources.
  6. Make company, author, service and product entities consistent.
  7. Connect pages into focused internal-link clusters.
  8. Test search results and a fixed AI prompt set monthly.
  9. Log ranking, answer, citation and brand-accuracy outcomes separately.
  10. Refresh the source data or claim when the evidence changes.

Which KPIs belong to SEO, AEO and GEO?

Measurement framework by optimisation lens
LensLeading indicatorsOutcome indicatorsCommon mistake
SEOIndex coverage, impressions, ranking distributionQualified organic sessions, leads and revenueReporting average rank without intent or conversion
AEOQuestion coverage, answer-block eligibilityOwned answer appearances and assisted actionsCounting any snippet as a useful answer
GEOPrompt coverage, entity accuracy, source inclusionCitation rate, qualified referral and influenced demandTreating one personalised answer as market share

Decision: Use a fixed query and prompt set, record date and platform mode, and compare change over time. AI outputs are probabilistic and can vary between runs.

Should you prioritise GEO, SEO or AEO first?

Fix SEO foundations first if important pages cannot be crawled, indexed or matched to clear demand. Add AEO structure when users ask repeatable questions that deserve direct answers. Add GEO testing and evidence work when buyers use AI assistants to shortlist, compare or validate brands.

Most specialist businesses should run the three as one content system. The budget split changes by buyer behaviour, but the page should remain useful to the human who ultimately decides.

Frequently asked questions

Is GEO replacing SEO?
No. Generative systems often depend on web retrieval and search indexes, while users still use ranked search. GEO adds new discovery and citation outcomes to the SEO foundation.
Is AEO the same as featured-snippet optimisation?
Featured snippets are one AEO surface. The broader practice structures accurate answers for search features, assistants and question-led retrieval.
Does schema markup guarantee an AI citation?
No. Structured data can clarify page meaning when it matches visible content, but it does not guarantee retrieval, ranking or citation.
How do you measure GEO visibility?
Use a fixed prompt set across named platforms, repeat tests, and record brand mentions, factual accuracy, citation presence and cited URLs alongside referral and conversion data.
Do llms.txt files improve GEO performance?
There is no universal ranking guarantee. Treat experimental files as documentation, not a replacement for accessible pages, robots controls, sitemaps and strong content.
Can one article target SEO, AEO and GEO?
Yes, when it serves one coherent intent, includes clear answers, evidence and accessible structure. Do not add unrelated questions merely to target more surfaces.

Sources and methodology

This guide uses official product documentation, professional bodies and public authorities where available. Comparisons and scores are the agency's editorial framework, not a claim of official endorsement.

  1. Google AI features and your website Official technical eligibility and SEO guidance for AI Overviews and AI Mode.
  2. Google guide to generative AI features Official explanation of search foundations and retrieval-augmented generation.
  3. Google SEO Starter Guide Official SEO definition and core practices.
  4. Google robots meta specifications Official indexing and snippet controls.

Last reviewed on 4 September 2026. Product features and search behaviour can change, so verify the linked documentation before making a high-risk decision.

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About Karolina Łachmacka

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