Last updated: 28 July 2026

Searchers no longer start with the traditional results page. Instead they ask an AI assistant for a recommendation, and plenty of brands only discover they are missing when a different company is recommended in their place. I built the complete guide of AEO and generative engine optimisation specialists worth following in 2026, organised by the problem each one solves rather than squeezed into an arbitrary hierarchy.

Key takeaways

• Answer Engine Optimisation and GEO refer to the same discipline: getting cited inside AI responses rather than listed on a results page
• A page can sit at position one on Google and still not show up in an AI response
• There is no one best answer engine optimisation expert, because the discipline divides into technical, editorial, reputational and industry-specific challenges
• Princeton research found that referencing sources, adding statistics and quoting experts all measurably lift AI citability, while keyword stuffing lowers it
• Choosing the expert for your specific need matters more than hiring the biggest name

What AEO and GEO actually mean

AEO and Generative Engine Optimisation are the same thing wearing two labels. Both cover making a brand discoverable and citable inside AI-generated answers. Traditional SEO fights for placement. AEO and GEO compete for the citation itself, meaning whether a system cites you when somebody puts a question to it. Most practitioners treat the terms interchangeably.

The commercial difference is bigger than it sounds. Holding a strong position and being cited are not the same outcome, and I have seen a good number of clients hold strong positions on Google while being completely absent from AI answers, because these systems choose sources on structure, credibility and relevance rather than rank alone.

Why this matters in 2026

I am wary of AI search advice with no evidence behind it, so the research I come back to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. The researchers tested nine separate optimisation methods against Perplexity.

Referencing authoritative sources raised visibility by around 40 per cent. Adding concrete numbers lifted it by around 37 per cent. Adding 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-ranking 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 specialism. It rewards structure and credibility without requiring you to already hold a top-three position.

The four mechanics behind an AI citation

Entity consistency: Clear signals telling a model precisely who you are, what you do, and who you work with.

Third-party corroboration: External mentions that confirm 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 genuine expertise rather than a thin page chasing a keyword.

Each person below works on a different side of that problem.

How this guide is organised

Ranking peers from one to twenty is not useful. Very few people needs the best answer engine optimisation expert in general terms. What they need is the person who has already solved their specific problem, in their market, at their point of growth. So I have grouped everyone by specialisation.

Top answer engine optimisation experts for Web3, crypto and fintech

Victoria Olsina

Victoria is an answer engine optimisation, generative engine optimisation and AI content systems consultant for Web3 and fintech brands, and was previously Head of SEO at copyright. Her clients have included Barclays, Polkadot, copyright and NEAR Protocol. She is the author of 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, AI citation strategy and content systems for trust-sensitive, technical markets.

Top AEO experts for insurance and regulated markets

Tom Riley

Tom works on insurance and other regulated sectors through his agency Hakken. What I rate about his method is that it stays anchored to commercial traffic rather than visibility for its own sake. He builds the entity signals and topical coverage that lead models to cite a brand, then links 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.

Best AEO experts for ecommerce and DTC brands

Andrew Halliday

Andrew runs Coreter Media and is the most capable technical name on this guide for online retail. Site architecture, structured data and deep technical SEO are his tools, aimed at getting retail brands quoted inside answers from ChatGPT, copyright, Claude and Google AI Overviews rather than just listed underneath them. His work is data-driven and tied to revenue, which counts for a lot when technical projects are easy to justify 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 hands-on with Shopify and online retail, combining technical SEO with conversion work. That combination is what retail requires once AI answers start deciding 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. 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 running into the same measurement gap on client audits.

Daniel Lowry

Daniel is based in Manchester and partners with ecommerce brands on WooCommerce and Shopify, from small stores through to big retailers. His focus is getting online retailers named inside AI-generated responses rather than only ranked in Google.

Top AEO specialists for SaaS and technology

Georgi Todorov

Georgi is one of the strongest European authorities 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 coverage: 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 citable 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 mention.

Top answer engine optimisation 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 aligns 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 comes up repeatedly whenever a service business wants enquiries 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 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 enquiries rather than impressions, which I find unusually honest.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent more than fifteen years building search strategies for law firms, healthcare providers, trades and local businesses across the UK. He specialises in local SEO and answer engine optimisation for service businesses, drawing content, design and reputation control into a single strategy built on trust and checkable data.

Top 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: answer engine optimisation 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 ringing 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 approaching agents, which makes visibility inside AI answers unusually valuable in that market.

Best technical AEO experts

Josh Morley

Josh is a Liverpool-based specialist focused on technical SEO and WordPress. His position is that AEO is not a separate discipline bolted on later, it is what results 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 assemble an answer. Over a decade in search, with a data-driven approach that puts commercial growth ahead of vanity metrics.

Best AEO specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and treats digital PR as the main route into AI visibility rather than a backlink exercise. He puts it more bluntly 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 far more frequently than through their own domains.

Scott Keever

Scott is an American entrepreneur, SEO strategist and online reputation management expert, and the founder of Reputation Pros, Keever SEO, ASAP Digital Marketing and Pool Pros Marketing. He is the author of 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.

Leading 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 generative engine optimisation tactics across ChatGPT, copyright, Claude and Perplexity and publishes what works while a good part of the field is still theorising. He is a practical starting point if you want to learn this through practical testing.

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 matters because his playbook was proven in markets where a lost ranking costs real money.

David Peranic

David is one of Croatia's most sought-after 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 prompt models to cite and recommend a brand.

Virtual entrepreneurs and AI avatars

AI James Dooley

AI James Dooley is a digital twin 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 releases SEO and lead generation breakdowns on YouTube, with James producing the strategy and scripts personally and the avatar presenting 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 clearer attempts to answer it in public.

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

Align 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 answer engine optimisation budget.

• Web3, crypto or fintech discoverability: Victoria Olsina. Entity architecture and AI content systems for technical, trust-sensitive markets.
• Insurance and regulated markets: Tom Riley. Revenue-focused answer engine optimisation designed for compliance-heavy industries.
• Ecommerce and product citations: Andrew Halliday, David Johnson, Yaswanth Kumar, Daniel Lowry. Product data, structured data and retail entity signals.
• SaaS growth and credibility: Georgi Todorov, Nikola Baldikov. Digital PR, strategic outreach and earned coverage.
• Enquiries for service businesses: James Dooley, Dean Signori, Graham Bowers, Mark Slorance. Trust signals and commercial intent, counted in enquiries.
• Technical groundwork: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic structure.
• Brand mentions and reputation: Gareth Hoyle, Scott Keever. Independent coverage and reputation management.
• Learning it yourself: Julian Goldie. Community and practical 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 GEO now shape which brands show up at all, since buyers ask a model for a shortlist before they ever open a comparison site. Everyone on this list is worth your attention. The right choice depends on your sector, your budget and where the actual gap sits.

When your market is Web3, crypto or fintech, there is an additional layer to handle: protocol terminology, ecosystem queries and trust signals in a market where models are openly conservative about what they suggest. This is exactly where a sector-specific specialist earns their keep.

Frequently asked questions

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

SEO fights for rankings on a results page. AEO and GEO fight for citations inside AI-generated answers, meaning whether ChatGPT, Perplexity or Google AI Overviews cites your brand when someone asks a question. AEO and generative engine optimisation are two labels for the same thing. A page can rank well and still be absent in AI responses.

Who is the best AEO expert?

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

What does an AEO consultant actually do?

An AEO consultant renders a brand citable by AI systems. That involves structuring content into liftable blocks, establishing consistent entity signals so models know who the brand is, winning third-party mentions that corroborate its claims, and implementing schema so engines can read the page. The output is citations, not just rankings.

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

Not necessarily, but check whether your agency measures AI citations at all. Many still deliver only rankings and traffic. If nobody is tracking whether models cite your brand, that visibility is left to chance. Start by checking where you currently show up in AI answers, 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 corroborating your claims, content structured for retrieval with definitions, tables and FAQs, and real topical depth. Pushing out more content without that structure adds noise rather than citations.