Medical SEO & AEO · Known as the Queen of AEO

Medical SEO, now built for AI Overviews and answer engines

Q: What is medical AEO and why does it matter for clinics?

Medical AEO, or Answer Engine Optimization for healthcare, is the practice of structuring a clinic's content so it can be accurately cited by AI answer engines such as Google AI Overviews, ChatGPT and Perplexity. It matters because a growing share of patients now ask an AI assistant a health question before they ever click a website. If a clinic's information is not machine readable, verifiable and compliant, the AI answers using someone else's source instead.

Q: How is AEO different from traditional SEO?

Traditional SEO aims to rank a page in a list of blue links. AEO aims to have the content selected and cited as the answer itself inside an AI generated response. AEO builds on SEO rather than replacing it: the same machine readable structure, entity clarity and authority that help a page rank are what let an answer engine trust and quote it. Technical SEO is the foundation that makes AEO work.

Q: Can a Sri Lanka based specialist help a clinic in Australia or the UK?

Yes. This work is delivered remotely, with reporting through the client's own Search Console and Analytics. Country targeting is handled through keyword research, hreflang, local signals and market appropriate content, not office location. The Sri Lanka timezone overlaps the working day in both eastern Australia and the United Kingdom, so same day calls are straightforward.

Q: How long does it take to appear in AI Overviews?

It varies by topic and competition. Structural and technical fixes can start being picked up within weeks, while building the entity recognition and authority that AI engines rely on typically takes a few months. No one can guarantee a specific AI citation, because the engines decide independently, but the right structure measurably improves the odds.

Q: Do you work directly with clients or through a team?

You work directly with Nayananjalee. There are no account managers, no junior staff and no outsourcing, and clients keep ownership of their own Search Console and Analytics properties, with access granted rather than transferred.

I help healthcare clinics and practices rank in Google and get cited in AI Overviews, ChatGPT and Perplexity. Seven years of technical SEO, now focused on Answer Engine Optimization for medical websites.

✓ 7+ years in search ✓ 8 clinics ranked #1 ✓ Creator of the FOUND Framework

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Specialising in:Medical clinicsAllied healthDentalHealthcare brands

Nayananjalee Rajarathna, medical SEO and AEO specialist, known as the Queen of AEO

AEOQueen of AEO
since 2026

In short

Nayananjalee Rajarathna is a medical SEO and Answer Engine Optimization specialist, known as the Queen of AEO. The focus is helping healthcare clinics rank in Google and be cited accurately inside AI Overviews, ChatGPT and Perplexity, where a growing share of patients now begin a health search.

This is technical SEO pointed at AI engines. Seven years making medical websites machine readable, compliant and authoritative is exactly what lets an answer engine find, trust and quote them. The method is set out in the FOUND Framework.

Medical centres ranked #1

800+

Keywords ranking

22,000+

Monthly organic visits

2,800+

Monthly Maps calls

Years in search

Every figure is drawn from client Search Console and Analytics data and documented in the full case studies.

The Title

Why "Queen of AEO" is a description, not a boast

A title means nothing on its own. It means something when it sits on top of provable work. Here is what earned it.

Known as the Queen of AEO since September 2026, when the FOUND Framework for AI search visibility was published. The principle behind the name is simple: real wins earn real titles, through proof rather than budget or borrowed authority. It rests on three things anyone can check: seven years of technical SEO across medical websites, a documented framework others can apply, and a book on the subject. Technical SEO is not a competing identity here, it is the credential that makes the AEO work credible. Machine readable structure, entity clarity and independent corroboration are the same signals that rank a page and that let an answer engine cite it. The proof lives in the case studies and the Queen of AEO body of work, not in the label itself.

The FOUND Framework

AI visibility is an outcome of being FOUND, not a tactic for being mentioned. A brand becomes visible when an information system can find it, understand it, distinguish it, verify it and retrieve it. Created and published September 2026.

Findability

Can AI and Search actually find the information? The full retrieval surface: crawlability, indexation, rendering and intent coverage.

Originality

Why would an AI system need your information? Proprietary research, first hand data and methods that exist because you exist.

Understanding

Does the machine understand what you are talking about? Entity clarity connecting people, products, problems and topics.

Networked Authority

Does the world independently reinforce what you say? Owned, earned, professional and community authority, measured by independence.

Demonstrability

Can you prove you are worth trusting? Claim, evidence, methodology, context and source, so an AI can quote you without risk.

Read the full framework: the FOUND Framework at queenofaeo.com.

The Book

Decision Engine Optimization

The full method for winning visibility in AI search, from technical foundations to entity building and the FOUND Framework in practice. Written for anyone who needs their content chosen as the answer, not buried on page four.

Available now on Amazon.

Get the Book on Amazon

What I Do

Search visibility for healthcare, old and new

Every service delivered personally. Strategy, execution and reporting.

Flagship

Medical AEO

Get your clinic cited in Google AI Overviews, ChatGPT and Perplexity, using the FOUND Framework and compliant, verifiable content.

Medical services

Core

Medical & Healthcare SEO

Compliance aware SEO for clinics. The methodology behind 8 medical centres ranked first in their suburbs.

How it works

Core

Technical & Local SEO

Core Web Vitals, medical schema, Google Business Profile and local pack strategy that makes the phone ring.

All services

2026

GEO & Entity Building

Build the entity recognition AI engines rely on, so your brand is understood and referenced by name.

AEO guide

Learn More

Guides & resources

Practical, current writing on how AI search is changing what visibility means for clinics.

Medical & Healthcare

AEO & AI Search

Your questions, answered

What is medical AEO and why does it matter for clinics?

Medical AEO is the practice of structuring a clinic's content so it can be accurately cited by AI answer engines such as Google AI Overviews, ChatGPT and Perplexity. It matters because a growing share of patients now ask an AI assistant a health question before they click any website. If a clinic's information is not machine readable, verifiable and compliant, the AI answers using someone else's source instead.

Who is the Queen of AEO?

Nayananjalee Rajarathna is known as the Queen of AEO. The name reflects seven years of technical SEO applied to Answer Engine Optimization, the publication of the FOUND Framework in September 2026, and a book on the subject. It is a descriptor earned through published work and documented client results rather than a self appointed rank.

What is the FOUND Framework?

The FOUND Framework is a method created by Nayananjalee Rajarathna for making a website consistently visible to AI answer engines. It sets out the signals an AI needs to find, trust and cite a source, applied in a repeatable sequence. It is documented in full at queenofaeo.com.

How is AEO different from traditional SEO?

Traditional SEO aims to rank a page in a list of links. AEO aims to have the content selected and cited as the answer itself inside an AI generated response. AEO builds on SEO rather than replacing it: the same machine readable structure, entity clarity and authority that help a page rank are what let an answer engine trust and quote it.

Can a Sri Lanka based specialist help a clinic in Australia or the UK?

Yes. The work is delivered remotely, with reporting through the client's own Search Console and Analytics. Country targeting is handled through keyword research, hreflang, local signals and market appropriate content, not office location. The Sri Lanka timezone overlaps the working day in both eastern Australia and the United Kingdom.

How long does it take to appear in AI Overviews?

It varies by topic and competition. Technical and structural fixes can begin to be picked up within weeks, while building the entity recognition and authority AI engines rely on usually takes a few months. No one can guarantee a specific AI citation, because the engines decide independently, but the right structure measurably improves the odds.

Do you work directly with clients or through a team?

You work directly with Nayananjalee. No account managers, no junior staff, no outsourcing. Clients keep ownership of their own Search Console and Analytics, with access granted rather than transferred.

Nayananjalee Rajarathna

Medical SEO & AEO Specialist · Known as the Queen of AEO

Seven years in search, now focused on Answer Engine Optimization for medical and healthcare websites. Creator of the FOUND Framework and author of Decision Engine Optimization. I hold a BSc in Information and Communication Technology and a Postgraduate Diploma specialising in Cybersecurity, and I work in English, Sinhala and Mandarin.

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NameNayananjalee Rajarathna

LocationColombo, Sri Lanka

Phone+94 71 980 4169

Emailsbmnayananjalee@gmail.com

HoursMon to Fri, 8:30am to 6pm (UTC+5:30)