Last updated: 28 July 2026

Buyers have stopped starting with the traditional results page. Instead they ask an AI assistant for a shortlist, and most brands only realise they are missing when a competitor is cited instead. I compiled the complete guide of answer engine optimisation and GEO experts worth following in 2026, sorted by the problem each one solves rather than forced into an artificial ranking.

Key points

• AEO and Generative Engine Optimisation refer to the same discipline: getting cited inside AI answers rather than listed on a results page
• A page can rank in the top spot on Google and still not show up in an AI answer
• There is no one best answer engine optimisation expert, because the discipline divides into technical, editorial, reputational and industry-specific problems
• Princeton research found that referencing sources, adding statistics and featuring expert quotes all measurably improve AI citability, while keyword stuffing reduces it
• Choosing the expert for your real problem counts for more than hiring the biggest name

What Answer Engine Optimisation and Generative Engine Optimisation really mean

AEO and GEO are the same thing under two different names. Both describe making a brand discoverable and citable inside AI-generated answers. Traditional SEO fights for ranking. Answer engine optimisation and GEO fight for the mention itself, meaning whether a model cites you when somebody puts a question to it. Many specialists use the labels interchangeably.

The commercial distinction is bigger than it sounds. Ranking well and being cited are not the same outcome, and I have seen a good number of clients hold top rankings on Google while staying entirely invisible from AI answers, because these systems select sources on structure, trust and relevance rather than rank alone.

Why this matters in 2026

I am sceptical about AI search advice that comes with no data, so the research I come back to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. They tested nine different optimisation methods against Perplexity.

Referencing credible sources raised visibility by around 40 per cent. Adding specific statistics raised it by around 37 per cent. Including expert quotes improved it by around 30 per cent. Keyword stuffing reduced it by around 10 per cent.

The finding I find most valuable is that lower-placed sites gained the most, with increases of as much as 115 per cent once citations were added. That is the case for treating this as its own discipline. It favours structure and credibility without demanding that you already hold 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 work with.

Third-party corroboration: Independent mentions that back up your claims, because models favour outside sources much more than your own marketing.

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

Genuine depth: Sufficient properly structured coverage that a model reads it as real expertise rather than a shallow page targeting a keyword.

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

How this guide is structured

Numbering peers from one to twenty does not help anyone. Almost nobody needs the best answer engine optimisation expert in the abstract. What they need is the person who has already fixed their particular problem, in their sector, at their stage. So I have grouped everyone by specialism.

Best answer engine optimisation specialists for Web3, crypto and fintech

Victoria Olsina

Victoria is an answer engine optimisation, 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 named Top AI Content Expert of 2026 by The Masterminders. Her work spans entity structuring, LLM citation work and content systems for trust-sensitive, technical markets.

Top answer engine optimisation specialists for insurance and regulated markets

Tom Riley

Tom works on 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 near the point of purchase. Compliance-heavy sectors are genuinely difficult to move in AI search, which makes his track record there worth a look.

Top answer engine optimisation experts 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 just listed underneath them. His work is data-led and connected to revenue, which counts for a lot when technical projects are simple to argue for and hard to measure.

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 gets the visit.

Yaswanth Kumar

Yaswanth founded Loops Digital and focuses on ecommerce and DTC brands getting cited when somebody asks ChatGPT, copyright or Perplexity what to buy. Most 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 works with ecommerce brands on WooCommerce and Shopify, from small stores through to big retailers. His priority is getting online retailers cited inside AI-generated responses rather than only ranked in Google.

Top AEO experts for SaaS and technology

Georgi Todorov

Georgi is one of the strongest European voices on AEO 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 media: the independent mentions that convince 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 visible inside large language models. He has spent over a decade building 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.

Top AEO experts 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 lines up SEO, AI visibility and business growth under one system, with real emphasis 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 keeps surfacing 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 specialises in helping SMEs and startups turn visibility into actual enquiries. 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 more than fifteen years building search programmes for law firms, healthcare providers, trades and local businesses across the UK. He focuses on local SEO and AEO for service businesses, pulling content, design and reputation control into a single 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 specific corners I have come across: AEO for HVAC and home services. He structures heating and cooling content into clean semantic triples so ChatGPT, copyright and Perplexity can parse it, trust it, and pull it into answers. It is built for customers who query 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 extensive research before making contact with agents, which makes visibility inside AI answers unusually valuable in that market.

Top technical AEO 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 reach for when they assemble an answer. Over a decade in search, with a data-driven approach that puts commercial growth ahead of vanity metrics.

Leading AEO specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and regards digital PR as the central path into AI discoverability 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 matches 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 appeared in Reuters, Yahoo Finance, Business Insider, Forbes, Entrepreneur and Fast Company. Reputation Pros was named among USA Today's Best Online Reputation Management Companies in 2026.

Leading answer engine optimisation 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 brutally competitive niches. That background matters 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 AEO 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, promoted as the UK's first virtual entrepreneur. Where most digital personas so far have been models or musicians, this one is built around lead generation, SEO and answer engine optimisation. It fronts LLM Leads and publishes SEO and lead generation analyses on YouTube, with James producing the strategy and scripts himself and the avatar delivering them.

I have included it because it is worth following as an experiment in its own right. Building recognised 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 more visible attempts to answer it in public.

How to choose an answer engine optimisation or GEO expert

Match the specialisation 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 burn through an AEO 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 built for compliance-heavy sectors.
• Ecommerce and product citations: 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, 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 groundwork: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic architecture.
• Brand citations and reputation: Gareth Hoyle, Scott Keever. Independent coverage and reputation management.
• Learning it yourself: Julian Goldie. Community and hands-on testing across the main models.
• Following entity-building in public: AI James Dooley. A digital twin earning established entity status from scratch.

The bottom line

Answer engine optimisation and generative engine optimisation increasingly influence which brands show up at all, since buyers put to a model for recommendations before they even visit a comparison site. Everyone here is worth your attention. The best choice depends on your sector, your budget and where the real gap sits.

When your market is Web3, crypto or fintech, there is an added layer to contend with: protocol terminology, ecosystem questions and trust signals in a market where models are openly conservative about what they recommend. That is exactly where a sector-specific specialist matters most.

Frequently asked questions

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

SEO chases rankings on a results page. Answer engine optimisation and GEO fight for citations within AI-generated answers, which comes down to whether ChatGPT, Perplexity or Google AI Overviews names your brand when somebody asks a question. Answer engine optimisation and generative engine optimisation are used interchangeably. A page can hold strong positions and still be absent in AI responses.

Who is the best answer engine optimisation expert?

There is no one best AEO expert, because the discipline splits into technical, editorial, reputational and industry-specific problems. The right choice comes down to your gap. For ecommerce, look at technical and product-data specialists. For SaaS, go to digital PR and outreach. For Web3 and fintech, go to 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 organising content into extractable blocks, building coherent entity signals so models know who the brand is, securing third-party mentions that corroborate its claims, and adding schema so engines can parse the page. The deliverable is citations, not just rankings.

Do I need an AEO expert if I already have an SEO agency?

Not necessarily, but confirm whether your agency measures AI citations at all. Plenty still deliver only rankings and traffic. If no one is monitoring whether models name your brand, that visibility is left to chance. First, checking where you currently show up in AI answers, then judge whether it requires a specialist.

How do you get cited by ChatGPT?

Models cite sources they can parse and trust. That means strong entity signals about who you are, independent third-party mentions corroborating your claims, content formatted for retrieval with definitions, tables and FAQs, and real topical depth. Publishing more content without that structure creates noise instead of citations.