Search visibility
AEO, GEO, and SEO: optimising when AI answers first
What the three acronyms mean, why AI-powered search tools change which content gets cited, and what B2B teams need to do now.
TL;DR
- SEO makes content crawlable and rankable in Google and Bing. AEO targets direct-answer formats (featured snippets, PAA). GEO targets citations in AI summaries (Copilot, AI Overviews, Perplexity).
- There is no separate AI markup requirement beyond normal search eligibility. Pages must be indexed, fast, and written with a clear answer near the top.
- Bing Copilot pulls from the Bing index. IndexNow, accurate schema, and answer-first page structure improve freshness and extractability.
- Measure with Bing Webmaster Tools AI Performance, manual Copilot probes on buyer questions, and `copilot.microsoft.com` referrers in analytics.
Three acronyms, one distribution shift
What is the difference between SEO, AEO, and GEO?
[SEO](/glossary/seo) (Search Engine Optimization) is the baseline: making your content crawlable, indexable, and relevant for search queries on Google and Bing.
[AEO](/glossary/aeo-answer-engine-optimization) (Answer Engine Optimization) is SEO adapted for direct-answer formats: featured snippets, People Also Ask, Knowledge Panels, and voice assistants. The goal is to be the source that search engines pull from when they give an instant answer.
[GEO](/glossary/geo-generative-engine-optimization) (Generative Engine Optimization) is the newest layer: optimising to be cited in AI-generated summaries produced by tools like Google AI Overviews, Perplexity, ChatGPT Search, and Bing Copilot. These tools compose answers from multiple sources; GEO is about being one of those sources.
All three build on the same technical foundation. A site that cannot be crawled cannot be cited. The difference is in how content is structured and how topical authority is established.
A site that cannot be crawled cannot be cited. The difference is in how content is structured and how authority is established.
Why this matters now
AI search is changing where qualified traffic originates.
Google AI Overviews
Google can show an AI-generated overview with supporting web links when its systems decide the query benefits from one. Pages still need normal Search eligibility; Google requires no separate AI file or special schema.
Perplexity and ChatGPT Search
AI research tools can synthesize several sources before a buyer visits a website. Clear claims, cited evidence, and useful source pages make it easier for people to verify what those tools report.
Bing Copilot
Bing and Copilot can combine conventional search results with generated answers. Bing crawlability, indexation, and clear source content therefore remain part of the search baseline.
Voice and assistant queries
Voice and assistant interfaces favour answers that can be understood without the surrounding page. A concise response near the relevant heading helps users, while supporting detail and evidence preserve depth.
Zero-click research
Some search journeys end on the results page or continue through an answer interface. Measure qualified visits and inquiries, but also record visible brand mentions and supporting links for priority queries.
Entity-based ranking
Consistent organization details, authorship, internal relationships, and relevant external references reduce ambiguity about who published a claim and which subject it covers.
What stays the same
Technical foundations do not change. Execution priorities do.
Every AEO and GEO recommendation builds on technical SEO that should already be in place: clean crawlability, proper indexability, fast load times, and correct canonical URL structure.
If Google cannot crawl and index your pages reliably, schema markup or answer-formatted content cannot make them eligible for AI Overviews. The practical sequence is: crawl → index → snippet eligibility → possible inclusion.
Trust and relevance still matter. Consistent subject coverage, relevant external references, and accurate structured data help systems understand a source, but none guarantees that an AI answer will cite it.
If your technical SEO foundations are not solid, fix those first. AEO and GEO add value on top of a working technical SEO baseline.
What changes in practice
Six things that actually shift when you optimise for AI search.
✓
Content structure: pages need clear, self-contained answers to specific questions near the top.
✓
Optional AI-facing site context: an [llms.txt draft](/tools/llms-txt-generator) can document preferred pages for tools that choose to read it, but Google does not require it for AI Overviews or AI Mode.
✓
Agent readiness: run the [agent readiness scanner](/tools/agent-readiness-scanner) to see which discovery files, bot rules, and protocol cards your site already exposes.
✓
Structured data: use supported types that match visible content, especially Article, Organization, and Breadcrumb. For quick drafts, use [Schema Generator](https://schemagenerator.dev/) and validate before publishing.
✓
Question-first headings: use them where they reflect a real reader question and make the page easier to scan.
✓
Concise answer paragraphs: answer the question directly near its heading, then add evidence, limits, and detail below.
✓
Topical depth over breadth: cover the useful follow-up questions around a subject instead of publishing many thin, overlapping pages.
✓
Citation hygiene: consistent brand name, domain, and NAP signals across external sources feed [entity SEO](/glossary/entity-seo) and [Knowledge Graph](/glossary/knowledge-graph) recognition.
Automation next step
Scope this as an automation: AEO, GEO, and SEO guide
Tell us the manual step you want gone. We reply with what is realistic to automate and what it costs.
Where to start
Highest-leverage moves for B2B teams in the EU.
Audit your technical baseline
Before any GEO or AEO work, verify that crawl coverage, indexation, and page speed are solid. Use Search Console to identify what Google is and is not indexing.
Answer the real follow-up questions
Add visible FAQs where buyers genuinely ask follow-up questions. Mark them up accurately when appropriate, but do not treat FAQ schema as a citation or ranking shortcut.
Restructure your most important pages
Take your five highest-traffic commercial pages and restructure them around questions your buyers actually ask. Clear H2 questions, concise opening answers, supporting detail below.
Build topical depth on your core subject
Pick the one or two topics your firm should own. Create a cluster of pages that cover that topic from multiple angles: guides, case studies, FAQ articles, and pillar pages that link to each other.
Implementation sequence
A practical order of operations for most B2B teams.
✓
Fix any technical crawl and indexation issues first (Search Console + site audit).
✓
Define one consistent Organization entity and add Article schema to guides and insight content.
✓
Add visible FAQ sections only where they improve the page, then keep any FAQ markup identical to what users can read.
✓
Rewrite H2 headings on your most important pages as questions buyers actually ask.
✓
Write or rewrite the first paragraph of each commercial page to answer the most likely query in under 60 words.
✓
Build one topic cluster of at least four to six pages around your primary service or subject area.
✓
Establish consistent external citations: press mentions, directory listings, and partner pages that name your company and domain.
✓
Monitor AI Overviews for your key terms using a browser in incognito mode or a dedicated SERP monitoring tool.
Common questions
What B2B teams ask when they plan an AEO and GEO project.
What is the difference between AEO, GEO, and SEO?
SEO makes content crawlable and rankable in Google and Bing. AEO (Answer Engine Optimization) targets direct-answer formats such as featured snippets and People Also Ask. GEO (Generative Engine Optimization) targets citations inside AI-generated summaries from tools like Google AI Overviews, Perplexity, and Copilot. All three depend on the same crawlable, indexable technical base.
How do you get cited by AI search tools?
Fix crawl and indexation issues first, since a page that cannot be indexed cannot be cited. Then write a direct answer in the first sentence of each key section, add accurate structured data (Article, Organization, Breadcrumb), and keep external mentions of your company name and domain consistent across press and directory listings.
Do I need special schema markup for AI Overviews?
No. AI Overviews eligibility rides on normal Search eligibility. Structured data such as Article and FAQ schema helps search engines understand a page, but it does not guarantee inclusion in an AI-generated answer. Crawlability, indexation, and clear on-page answers matter more.
What should I change on my most important pages first?
Rewrite the H2 headings on your five highest-traffic commercial pages as the questions buyers actually ask, then answer each question in the first sentence below it, in under 60 words. Add supporting detail, numbers, and limits afterward. This structure serves both human readers and AI summarisation tools.
How do I measure whether GEO work is paying off?
Use Bing Webmaster Tools AI Performance reports, run manual Copilot and AI Overview checks on your priority buyer questions, and track `copilot.microsoft.com` and similar referrers in your analytics. Also record visible brand mentions in AI answers for terms you care about, since some of that traffic never reaches your site.
Does adding an FAQ section improve AI citations?
A visible FAQ helps when it answers real follow-up questions buyers ask, and FAQPage schema can make that structure explicit to search engines. It works only when the answers stay accurate, specific, and identical to what a visitor reads on the page.
Written by
Vineet Talwar
Co-founder, Tech & Operations at Some Tech Work. WordCamp speaker across Europe and Asia, and host of the WP Shoutout podcast.
Start here
Ready to talk.Book a short diagnostic.
Tell us what needs fixing
We read every brief and reply within one business day.
Prefer to talk first?or request a tech stack audit →or email us directly →
Not sure where to start? Send the stuck decision, workflow, or page. We will say whether you need a diagnostic call, a tech stack audit, or a different first step.