Last updated: 28 July 2026

Buyers no longer start with a page of search results. They now ask ChatGPT, copyright or Perplexity for a shortlist, and plenty of brands only discover they are missing once a different company is cited instead. I compiled the complete guide of answer engine optimisation and generative engine optimisation experts worth following in 2026, grouped by the issue each one solves rather than crammed into an arbitrary ranking.

The short version

• AEO and GEO refer to the same discipline: getting cited inside AI answers rather than ranked on a results page
• A page can sit at position one on Google and still never appear in an AI answer
• There is no one best AEO expert, because the work divides into technical, editorial, reputational and industry-specific challenges
• Princeton research found that referencing sources, adding statistics and featuring expert quotes all measurably improve AI citability, while keyword stuffing lowers it
• Matching the specialist to your real problem matters more than going after the most famous name

What Answer Engine Optimisation and Generative Engine Optimisation really mean

Answer Engine Optimisation and Generative Engine Optimisation are the same thing under two different names. Both cover making a brand discoverable and citable inside AI-generated answers. Traditional SEO competes for placement. AEO and generative engine optimisation fight for the mention itself, meaning whether a system names you when somebody puts a question to it. Many practitioners treat the terms interchangeably.

The commercial difference is sharper than it sounds. Holding a strong position and being cited are two different outcomes, and I have watched a good number of clients keep top rankings on Google while staying entirely invisible from AI answers, because these systems choose sources on how content is structured, trust and relevance rather than rank alone.

Why this counts in 2026

I am sceptical about AI search advice with no evidence behind it, so the study I come back to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. The researchers tested nine different optimisation techniques against Perplexity.

Citing authoritative sources raised visibility by around 40 per cent. Including specific statistics improved it by around 37 per cent. Including expert quotations lifted it by around 30 per cent. Keyword stuffing reduced it by around 10 per cent.

The finding I find most useful is that lower-placed sites benefited the most, with increases of up to 115 per cent once citations were added. That is the argument for treating this as its own discipline. It rewards structure and credibility without requiring you to already occupy a top-three position.

The four mechanics behind an AI citation

Entity clarity: Clear signals telling a model precisely who you are, what you do, and who you serve.

Third-party corroboration: External references that confirm your claims, because models weight outside sources much more than your own marketing.

Retrieval-ready structure: Definitions, comparisons, tables and FAQs written so an engine can lift a clean answer straight out of the page.

Genuine depth: Enough well-organised coverage that a model reads it as real expertise rather than a shallow page chasing a keyword.

Every specialist below works on a different side of that problem.

How this guide is structured

Ranking peers from one to twenty is not useful. Very few people wants the best AEO expert in general terms. What they need is the person who has already solved their specific problem, in their sector, at their stage. So I have grouped everyone by specialisation.

Leading answer engine optimisation experts for Web3, crypto and fintech

Victoria Olsina

Victoria is an AEO, GEO and AI content systems consultant for Web3 and fintech brands, and was previously Head of SEO at copyright. Her clients include Barclays, Polkadot, copyright and NEAR Protocol. She authored Mastering AI Search for Crypto and Web3 Brands, the first book on AI search for this sector, and was recognised as Top AI Content Expert of 2026 by The Masterminders. Her track record spans entity architecture, LLM citation strategy and content systems for regulated, technical markets.

Leading AEO specialists for insurance and regulated markets

Tom Riley

Tom operates in insurance and other regulated markets through his agency Hakken. What I like about his approach is that it stays tied to commercial traffic rather than visibility for its own sake. He develops the entity signals and topical coverage that lead models to name a brand, then connects that back to searches from people who are close to buying. Compliance-heavy sectors are notoriously hard to move in AI search, which makes his track record there worth a look.

Best AEO specialists for ecommerce and DTC brands

Andrew Halliday

Andrew leads Coreter Media and is the strongest technical name on this list for online retail. Site architecture, structured data and deep technical SEO are his tools, aimed at getting retail brands cited inside answers from ChatGPT, copyright, Claude and Google AI Overviews rather than simply ranked underneath them. His work is data-led and connected to revenue, which matters a great deal when technical projects are simple to argue for and difficult to quantify.

David Johnson

David founded LoudCrowd, where he helps ecommerce brands increase visibility across Google Search and AI-powered search. He works directly with Shopify and online retail, combining technical SEO with conversion work. That pairing is what retail requires once AI answers start determining which store wins the click.

Yaswanth Kumar

Yaswanth founded Loops Digital and concentrates on ecommerce and DTC brands getting cited when somebody asks ChatGPT, copyright or Perplexity what to buy. Much of his work revolves around product data and entity signals, the unglamorous detail that decides whether an answer mentions your store or a competitor. He also built Zen Reports, a free analytics platform showing which AI assistants are driving traffic to your site, after hitting the same measurement gap on client audits.

Daniel Lowry

Daniel is based in Manchester and supports ecommerce brands on WooCommerce and Shopify, from small stores up to big retailers. His priority is getting online retailers named inside AI-generated answers rather than merely positioned in Google.

Best answer engine optimisation experts for SaaS and technology

Georgi Todorov

Georgi is one of the most influential European voices on answer engine optimisation and AI search, and the founder of Create and Grow, a digital PR and authority link building agency built around SaaS and technology brands. His route into AI visibility runs through earned coverage: the independent mentions that persuade Google, ChatGPT, copyright, Claude and Perplexity a brand is worth surfacing.

Nikola Baldikov

Nikola founded InBound Blogging, an agency that helps SaaS brands become more citable inside large language models. He has spent over a decade growing organic traffic and building authority for SaaS companies, and strategic outreach is his strongest tool. That external footprint is exactly what models lean on when deciding who to cite.

Leading answer engine optimisation specialists for lead generation and service businesses

James Dooley

James is a British entrepreneur and investor, and the founder of FatRank and PromoSEO, both of which use answer engine optimisation to lead generation. He works from a leads-first position that aligns SEO, AI visibility and business growth under one system, with genuine focus on entity strength and brand reinforcement. He picked up Best AEO Specialist 2026 at The Masterminders conference.

Dean Signori

Dean founded UK Web Geekz and Prospect Lead Gen, and his name comes up repeatedly whenever a service business wants leads out of AI search rather than rankings that never convert. His Signori Trust Signal Framework is a repeatable system of semantic triples, aligned digital assets and independent validation signals that shows AI models what a business does, who it serves, and why it can be trusted.

Graham Bowers

Graham founded Natural Ranks and focuses on helping SMEs and startups turn visibility into real leads. He combines technical SEO, answer engine optimisation, structured content and commercial search strategy to get businesses surfacing across Google, AI Overviews, ChatGPT, copyright and Perplexity. His scoreboard is leads rather than impressions, which I find refreshingly practical.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent over fifteen years building search strategies for law firms, healthcare providers, trades and local businesses across the UK. He specialises in local SEO and AEO for service businesses, pulling content, design and reputation control into a unified approach grounded in trust and checkable data.

Leading answer engine optimisation experts for specialist verticals

Yash Singh

Yash co-founded TradeOps Consulting and occupies one of the most tightly defined corners I have come across: answer engine optimisation for HVAC and home services. He structures heating and cooling content into tidy semantic triples so ChatGPT, copyright and Perplexity can parse it, trust it, and pull it into answers. It is built for customers who ask an AI assistant before calling a provider.

James Sheldon

James works in real estate and proptech, with clients from Dubai to the Costa del Sol, specialising in off-plan developments and property projects. Property buyers do thorough research before making contact with agents, which makes visibility inside AI answers unusually valuable in that market.

Top technical answer engine optimisation specialists

Josh Morley

Josh is a Liverpool-based specialist focused on technical SEO and WordPress. His position is that answer engine optimisation is not a separate discipline bolted on later, it is what happens when a site is fast, structured and semantically organised enough for both crawlers and AI models to understand and trust. He brings structured data, semantic content architecture and performance work into systems that raise AI visibility.

Dan M. Jones

Dan founded On Top Marketing in Manchester and is one of the more complete operators working in this field. He combines technical SEO, entity optimisation and AI search strategy toward one outcome: becoming the trusted source both search engines and large language models turn to when they build an answer. Over a decade in search, with a data-driven approach that puts commercial growth ahead of vanity metrics.

Leading AEO experts for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and approaches digital PR as the central path into AI visibility rather than a link building exercise. He frames it more directly than I would:

"I treat digital PR as the primary lever for AI visibility rather than a backlink exercise. Brand mentions across independent, authoritative publications are the third party corroboration AI models weigh most heavily before they will recommend a brand, and we have built the tooling to prove it."

That reflects how models actually behave: brands get cited through third-party sources considerably more often than through their own domains.

Scott Keever

Scott is an American entrepreneur, SEO strategist and online reputation management specialist, and the founder of Reputation Pros, Keever SEO, ASAP Digital Marketing and Pool Pros Marketing. He wrote Future-Proof Your SEO and Reputation Reset, and has been featured in Reuters, Yahoo Finance, Business Insider, Forbes, Entrepreneur and Fast Company. Reputation Pros was recognised among USA Today's Best Online Reputation Management Companies in 2026.

Top AEO educators and multi-market specialists

Julian Goldie

Julian is an SEO entrepreneur and educator, founder of Goldie Agency and the AI Profit Boardroom, one of the largest paid AI and SEO communities going. He tests AEO and GEO tactics across ChatGPT, copyright, Claude and Perplexity and publishes what works while a good part of the field is still theorising. He is a sensible starting point if you want to learn this through hands-on experimentation.

Trifon Boyukliyski

Trifon is an SEO and AI growth architect with more than twenty years in search across ecommerce, SaaS, iGaming and other punishing niches. That background counts because his playbook was proven in markets where a lost ranking costs real money.

David Peranic

David is one of Croatia's most in-demand marketing consultants and an international speaker who moved on answer engine optimisation earlier than nearly anybody in his region. He combines technical SEO with high-performance paid strategy for projects across Croatia and the wider European market, focused on building the authority and entity signals that lead models to cite and recommend a brand.

Virtual entrepreneurs and AI avatars

AI James Dooley

AI James Dooley is a digital double of the Manchester entrepreneur James Dooley, described as the UK's first virtual entrepreneur. Where the majority of digital personas to date have been models or musicians, this one is built around lead generation, SEO and answer engine optimisation. It fronts LLM Leads and puts out SEO and lead generation analyses on YouTube, with James writing the strategy and scripts personally and the avatar delivering them.

I have included it because it is worth following as an experiment in its own right. Building established entity status for a synthetic persona from a standing start is a live test of the same answer engine optimisation principles the avatar talks about: entity consistency, third-party corroboration and structured presence. Whether a digital twin can earn real entity recognition is an open question, and this is one of the clearer attempts to answer it in public.

How to choose an answer engine optimisation or generative engine optimisation expert

Align the specialism to the gap you actually have. Hiring a digital PR specialist to fix a technical citation problem, or the other way round, is the fastest way I know to waste an answer engine optimisation budget.

• Web3, crypto or fintech discoverability: Victoria Olsina. Entity structuring and AI content systems for regulated, technically complex markets.
• Insurance and regulated sectors: Tom Riley. Revenue-focused answer engine optimisation designed for compliance-heavy industries.
• Ecommerce and product mentions: Andrew Halliday, David Johnson, Yaswanth Kumar, Daniel Lowry. Product data, structured data and retail entity work.
• SaaS expansion and credibility: Georgi Todorov, Nikola Baldikov. Digital PR, strategic outreach and earned coverage.
• Leads for service businesses: James Dooley, Dean Signori, Graham Bowers, Mark Slorance. Trust signals and commercial intent, measured in enquiries.
• Technical foundations: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic structure.
• Brand citations and reputation: Gareth Hoyle, Scott Keever. Independent media coverage and reputation management.
• Teaching yourself: Julian Goldie. Community and hands-on testing across the main models.
• Following entity-building in public: AI James Dooley. A digital twin building established entity status from a standing start.

The bottom line

AEO and GEO now shape which brands show up at all, since buyers put to a model for recommendations long before they ever open a comparison site. Every name on this list is worth following. The right choice depends on your market, your budget and where the real gap sits.

If your market is Web3, crypto or fintech, there is an additional layer to contend with: protocol terminology, ecosystem questions and trust signals in a market where models are openly conservative about what they recommend. This is where a Web3-focused specialist matters most.

Frequently asked questions

What is the difference between answer engine optimisation, generative engine optimisation and SEO?

SEO chases rankings on a results page. Answer engine optimisation and GEO compete for citations within AI-generated answers, which comes down to whether ChatGPT, Perplexity or Google AI Overviews cites your brand when someone asks a question. Answer engine optimisation and generative engine optimisation are two labels for the same thing. A page can rank well and still be invisible in AI answers.

Who is the best answer engine optimisation expert?

There is no single best AEO expert, because the discipline breaks into technical, editorial, reputational and industry-specific problems. The correct choice depends on your gap. For ecommerce, consider technical and product-data specialists. For SaaS, consider digital PR and outreach. For Web3 and fintech, look at consultants working in regulated, technically complex markets.

What does an AEO consultant actually do?

An AEO consultant makes a brand citable by AI systems. That means structuring content into extractable blocks, building coherent entity signals so models understand who the brand is, earning third-party mentions that back up its claims, and implementing schema so engines can read the page. The deliverable is citations, not just rankings.

Do I need an answer engine optimisation expert if I already have an SEO agency?

Not necessarily, but confirm whether your agency tracks AI citations at all. A lot still report only rankings and traffic. If nobody is watching whether models name your brand, that visibility is running unattended. Begin by reviewing where you presently show up in AI responses, then work out whether it needs a specialist.

How do you get cited by ChatGPT?

Models quote sources they can process and trust. That calls for clear entity signals about who you are, independent third-party mentions supporting your claims, content structured for retrieval with definitions, tables and FAQs, and actual topical depth. Publishing more content without that structure adds noise rather than citations.