GuideTOFU
The AEO and GEO guide: getting cited by AI search
The short answer
AI search is changing where buyers get answers. Google's AI Overviews summarise results above the links; ChatGPT, Perplexity, Gemini and Claude answer questions directly and cite a handful of sources. For many research-stage queries, being one of those cited sources matters more than ranking fifth in a list.
Answer Engine Optimisation (AEO) and Generative Engine Optimisation (GEO) are the practices of making your content and brand more likely to be selected. This guide explains what genuinely helps, what doesn't, and how to measure it.
How answer engines choose sources
Most AI answer systems retrieve candidate content — from search indexes, their own crawlers or partner data — and then generate an answer grounded in the most relevant, credible passages. Content that's easy to extract, clearly authoritative and consistent with other trusted sources is more likely to be used and cited.
Research on generative engines has found that adding citations, statistics and quotations to content can increase its visibility in AI-generated answers, while keyword stuffing does not.
What genuinely helps
- Answer-first structure — a direct, self-contained answer at the top of each page and section
- Question-phrased headings matching how people ask
- One idea per paragraph so passages can be extracted cleanly
- Evidence — numbers, examples, sources and dates attached to claims
- Original expertise — first-hand data and experience models can't find elsewhere
- Entity consistency — identical brand name, address, services and people everywhere
- Crawlable HTML — content visible without executing JavaScript
- Structured data — Organization, Service, Article, FAQPage, Person and more
- Third-party corroboration — credible sites describing you consistently
What to ignore
- Treating
llms.txtor special AI files as ranking levers — Google has said they don't affect its systems - Chopping content into artificially tiny chunks
- Writing in strange "AI-friendly" phrasing
- Buying mentions or fake reviews
- Treating schema as a ranking hack
- Mass-producing thin pages to cover every variation
Step-by-step
- List your buyers' questions — from sales calls, support tickets and search data.
- Ask the engines — see which sources get cited today, and why.
- Audit your entity footprint — every directory, profile and mention; fix inconsistencies.
- Restructure key pages answer-first, with evidence and clear headings.
- Fill the gaps with pages that genuinely answer unanswered questions.
- Earn corroboration — PR, expert contributions and genuine reviews.
- Measure citations, AI referrals and branded search.
Measuring AI visibility
- A fixed list of buyer questions checked regularly across major engines
- Whether your brand appears, and whether it's cited or merely mentioned
- Referral traffic from AI assistants in GA4
- Branded search trends
- Google's reporting on AI features where available
Why AI-referred visitors matter
When an assistant recommends you, the visitor arrives pre-qualified — they've been told you're a good fit. Volumes are typically smaller than traditional search, but intent can be much higher.
An entity audit, step by step
- Write down your canonical facts — exact business name, address, phone, founding details, service names and key people.
- Check your own site — footer, contact page, about page and schema all match exactly.
- Check Google Business Profile and other map listings.
- Check social profiles — LinkedIn, Instagram, Facebook, YouTube.
- Check directories and review sites relevant to your industry.
- Check press mentions and partner pages for outdated descriptions.
- Fix, then add
sameAslinks in your Organization schema pointing to the real profiles.
A page structure that answer engines can use
- H1 that states the topic plainly
- Opening answer — two to four sentences that fully answer the core question on their own
- Question-shaped H2s for each sub-question a reader will have
- A short answer under each H2, then supporting detail
- Tables for comparisons and specifications
- Numbered steps for processes
- Evidence — a number, example or source attached to each claim
- FAQs with concise answers
- Author, reviewer and last-updated date visible on the page
A 90-day AEO plan
- Days 1–15 — collect buyer questions; test them across major AI engines; record who is cited.
- Days 16–30 — entity audit and fixes; Organization and LocalBusiness schema.
- Days 31–60 — restructure your ten most important pages answer-first with evidence; add missing FAQs.
- Days 61–75 — publish pages for high-value questions nobody answers well.
- Days 76–90 — earn third-party corroboration through PR and expert contributions; re-test the engines.
AEO by business type
- B2B SaaS — comparison pages, integration pages and consistent product descriptions across review sites
- Healthcare — clinician-reviewed explainers, doctor profiles and precise location details
- Local services — Google Business Profile, reviews and clear service-area information
- D2C — buying guides, ingredient or material explainers, honest comparisons
- Professional services — named experts, thought leadership and consistent firm descriptions
AEO and GEO in one table
| Element | Why it matters for AI answers | What to do |
|---|---|---|
| Crawlability | Answers can only use pages that can be fetched and indexed | Server-rendered HTML, no accidental blocks |
| Direct answers | Extractable summaries are easier to quote | Answer the question in the first sentences |
| Structure | Headings, lists and tables map to questions | Question-style H2s, comparison tables |
| Evidence | Specific, sourced facts are more citable | Numbers, named sources, dates |
| Entity clarity | Assistants must know who you are | Consistent NAP, Organization schema, sameAs links |
| Reputation | Recommendations reflect what others say | Reviews, PR, credible mentions |
| Freshness | Outdated facts get replaced | Update dates and revise regularly |
What the evidence says
- Academic research. GEO: Generative Engine Optimization (Aggarwal et al.) built a benchmark of roughly 10,000 queries and found that content changes adding citations, quotations and statistics increased visibility in generative engine answers by up to about 40%, while keyword stuffing did not help (arXiv:2311.09735).
- Google's guidance. Google says the same SEO best practices apply to AI features such as AI Overviews and AI Mode, and that there are no additional requirements to appear in them (Google Search Central).
- Audience behaviour in India. 44% of Indian internet users had used AI-enabled features such as voice search, image search or chatbots in 2025 (IAMAI–Kantar via Business Standard).
Tracking AI referrals in GA4
- Create a custom channel group for AI assistants.
- Match referrers such as chatgpt.com, perplexity.ai, gemini.google.com, copilot.microsoft.com and claude.ai.
- Report sessions, engagement and conversions for that channel monthly.
- Compare landing pages AI visitors arrive on with your citation checks.
- Watch branded search in Search Console alongside AI referrals.
Common AEO myths
- "You need a special file or markup to appear in AI answers" — Google says no special requirements exist for its AI features
- "Write short pages so AI can quote them" — completeness and clarity matter more than length
- "Stuff pages with question keywords" — research found keyword stuffing doesn't improve generative visibility
- "AEO replaces SEO" — AI answers rely on indexed, trusted pages
- "Fake reviews or mentions will make assistants recommend you" — they damage trust and breach platform and consumer rules
Google's July 2026 guide to generative AI search, summarised
Google's Search Central guide Optimizing your website for generative AI features on Google Search (updated 10 July 2026) is the most authoritative statement on how its AI Overviews and AI Mode select content (source). Key points:
- AEO and GEO are still SEO. The foundations — technical eligibility, helpful content, page experience — are the same.
- Retrieval-augmented generation. Google's AI responses are grounded in its Search index and core ranking systems, then link prominently to source pages.
- Query fan-out. A question such as "how to fix a lawn full of weeds" is expanded into related sub-queries (herbicides, chemical-free methods, prevention). Sites that genuinely cover a topic's follow-up questions have more chances to be retrieved.
- Eligibility. A page must be indexed and eligible to appear with a snippet; the site must be included in generative AI features in Search Console.
- Non-commodity content. Unique, expert or first-hand perspectives that go beyond common knowledge are what differentiate a source.
- Measurement. Search Console now offers a generative AI performance report.
What this means for other assistants
Google's guide covers Google Search only. ChatGPT, Perplexity, Gemini apps and Copilot use their own crawlers and retrieval, and academic research on generative engines (the Princeton-led GEO study) found that citations, quotations and statistics improved source visibility in tests. The practical overlap is large: crawlable pages, clear answers, sourced facts and a consistent entity help everywhere. Where advice conflicts — for example, creating llms.txt — follow Google for Google, and treat other files as optional extras rather than strategy.
Making your site agent-friendly
Google's guide also introduces agentic experiences — AI agents that complete tasks for people by reading a page's visual rendering, DOM and accessibility tree. To be usable by agents:
- Use real buttons and links with descriptive text, not clickable
divs - Label every form field and show clear error messages
- Keep prices, availability, delivery and contact details as visible text
- Avoid content hidden behind interactions that only work with a mouse
- Follow web.dev's agent-friendly and accessibility best practices
Key terms, defined
- AEO (answer engine optimisation) — making content easy for search features and assistants to extract and present as answers.
- GEO (generative engine optimisation) — improving how often and how accurately generative AI tools mention and cite your brand.
- AI Overviews and AI Mode — Google's AI-generated summaries and conversational search experiences.
- Query fan-out — AI systems breaking one question into many related searches to build an answer.
- Entity — a clearly defined thing (a business, person, product, place) that search systems can recognise and connect.
- Citation — a link or reference to your page inside an AI-generated answer.
What Google's guidance means in practice
Google's own guidance treats AEO and GEO as part of SEO: the same fundamentals — helpful, people-first content, technical accessibility and clear page experience — decide visibility in AI features. It says special files such as llms.txt aren't needed, that structured data isn't required for AI features, and that content shouldn't be chunked or rewritten specifically for AI. The practical implication: invest in genuinely useful pages that answer real questions clearly, with evidence — not in tricks.
A worked example: a B2B software company
The company appeared in few AI answers for its category. We rewrote key pages to state what the product does, for whom and how it compares in plain language near the top; added comparison and pricing pages; published original benchmark data; ensured consistent company information across its site, review platforms and profiles; and earned coverage in industry publications. Over the following months, mentions in AI answers for category questions increased, and referral traffic from AI tools grew.
How to audit your AI visibility
- List 30–50 questions buyers ask before choosing a provider like you.
- Check answers in Google's AI features and major assistants, noting which sources are cited.
- Compare those sources with your pages: are your answers clearer, more specific, better evidenced?
- Fix gaps on your site first, then build mentions on credible third-party sites.
- Repeat quarterly, tracking mentions, citations and referral traffic.
Content patterns that tend to be cited
- A direct answer in the first lines of the page
- Specific numbers, dates and named sources
- Comparison tables and step-by-step processes
- Clear authorship and up-to-date information
- Consistent facts about your business across the web
Further reading on PMG
Frequently asked questions
Can we guarantee a ChatGPT citation?
No. Each engine has its own retrieval and update cycles. You can make your content the most citable and credible option.
Does AEO replace SEO?
No — it builds on the same foundations. Do both on the same pages.
How long does AEO take?
Structural improvements can be picked up quickly by engines that search the live web; broader entity and authority improvements take months.
What is generative engine optimisation (GEO)?
Optimising content and brand presence so generative AI systems cite or recommend you in their answers. See GEO.
How do I know if ChatGPT mentions my brand?
Ask a consistent set of buyer questions regularly, record whether and how you're mentioned, and track referral traffic from AI assistants in analytics.
Does schema help AI visibility?
Structured data helps search engines understand your pages and entity. It should match visible content; it isn't a shortcut on its own.
Can small businesses benefit from AEO?
Yes. Accurate business information, reviews and clear service pages help assistants answer local and "who should I choose" questions.
Does Google use llms.txt?
No. Google's July 2026 guide states that llms.txt and similar files will neither help nor harm visibility in its generative AI features, because Google Search doesn't use them.
What is query fan-out?
A technique in Google's AI features where one question is expanded into several related searches run at the same time, so the answer can draw on more sources.
Can we pay to appear in AI answers?
Not organically — ads may appear alongside some AI experiences, but citations in AI answers are earned.
Does AEO help ordinary SEO?
Yes — clear, well-structured, evidence-backed content tends to perform better in standard results too.
How quickly do AI answers change after we update content?
It varies; changes can appear within weeks for crawled pages, but AI systems update at different speeds.
Do we need separate content for AI search?
No — Google's guidance says the same helpful content serves both; focus on clarity and evidence.
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