Updated: 28 July 2026

Searchers no longer start with ten blue links. Instead they ask an AI assistant for a shortlist, and plenty of brands only discover they are missing when a different company is cited instead. I put together the complete guide of answer engine optimisation and generative engine optimisation experts worth following in 2026, grouped by the challenge each one addresses rather than forced into an arbitrary leaderboard.

The short version

• AEO and Generative Engine Optimisation refer to the same practice: earning citations inside AI responses rather than ranked on a results page
• A page can hold the top spot on Google and still never appear in an AI answer
• There is no one best AEO specialist, because the discipline divides into technical, editorial, reputational and industry-specific challenges
• Princeton research found that referencing sources, adding statistics and featuring expert quotes all clearly increase AI citability, while keyword stuffing lowers it
• Matching the specialist to your real problem counts for more than hiring the biggest name

What AEO and GEO actually mean

AEO and GEO are the same practice wearing two labels. Both describe making a company visible and citable inside AI-generated responses. Traditional SEO competes for position. Answer engine optimisation and generative engine optimisation fight for the citation itself, meaning whether a system mentions you when somebody asks it a question. Most practitioners use the terms interchangeably.

The commercial distinction is sharper than it sounds. Ranking well and being cited are two different outcomes, and I have watched a good number of clients keep top rankings on Google while being completely absent from AI responses, because these systems pick sources on how content is structured, credibility and relevance rather than rank alone.

Why this matters 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. They tested nine different optimisation techniques against Perplexity.

Referencing credible sources improved visibility by around 40 per cent. Including concrete numbers improved it by around 37 per cent. Adding expert quotations raised it by around 30 per cent. Keyword stuffing reduced it by around 10 per cent.

The finding I find most valuable is that lower-ranking sites benefited 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 specialism. It favours structure and credibility without requiring you to already hold a top-three position.

The four mechanics behind an AI citation

Entity clarity: Consistent signals telling a model exactly who you are, what you do, and who you work with.

Independent corroboration: Independent mentions that confirm your claims, because models favour outside sources far more heavily than your own marketing.

Extractable structure: Definitions, comparisons, tables and FAQs written so an engine can pull a clean answer straight out of the page.

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

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

How this list is organised

Numbering peers from one to twenty does not help anyone. Very few people needs the best AEO expert in the abstract. What they need is the person who has already solved their particular problem, in their market, at their stage. So I have grouped everyone by specialisation.

Leading AEO specialists 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 formerly Head of SEO at copyright. Her clients include Barclays, Polkadot, copyright and NEAR Protocol. She wrote 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 covers entity architecture, LLM citation work and content systems for regulated, technically complex markets.

Leading answer engine optimisation experts for insurance and regulated markets

Tom Riley

Tom works on insurance and other regulated markets 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 push models to name a brand, then links that back to searches from people who are near the point of purchase. Compliance-heavy sectors are notoriously hard to move in AI search, which makes his track record there worth a look.

Top AEO experts for ecommerce and DTC brands

Andrew Halliday

Andrew leads Coreter Media and is the strongest technical name on this guide for online retail. Site architecture, structured data and deep technical SEO are his tools, focused on 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 counts for a lot 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 hands-on with Shopify and online retail, combining technical SEO with conversion work. That combination is what retail requires once AI answers start determining which store wins the click.

Yaswanth Kumar

Yaswanth founded Loops Digital and focuses on ecommerce and DTC brands getting named when somebody asks ChatGPT, copyright or Perplexity what to buy. Much of his work centres on product data and entity signals, the unglamorous detail that decides whether an answer names 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 focus is getting online retailers mentioned inside AI-generated responses rather than just listed in Google.

Best AEO specialists for SaaS and technology

Georgi Todorov

Georgi is one of the most influential 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 media: 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 establishing authority for SaaS companies, and strategic outreach is his sharpest tool. That external footprint is precisely what models rely on when deciding who to mention.

Leading AEO 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 apply 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 enquiries out of AI search rather than rankings that never convert. His Signori Trust Signal Framework is a scalable 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 refreshingly practical.

Mark Slorance

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

Best AEO 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 ringing a provider.

James Sheldon

James works in real estate and proptech, with clients from Dubai to the Costa del Sol, focusing on off-plan developments and property projects. Property buyers do thorough research before making contact with agents, which makes visibility inside AI answers especially important 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 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 lift AI visibility.

Dan M. Jones

Dan founded On Top Marketing in Manchester and is one of the more rounded operators working in this field. He stacks 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 answer engine optimisation specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and approaches digital PR as the main route into AI visibility rather than a link building exercise. He states it more plainly 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 work in practice: 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 authored 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 listed among USA Today's Best Online Reputation Management Companies in 2026.

Best 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 matters because his playbook was pressure-tested 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 double of the Manchester entrepreneur James Dooley, described as the UK's first virtual entrepreneur. Where most digital personas to date have been models or musicians, this one is centred around lead generation, SEO and answer engine optimisation. It fronts LLM Leads and releases SEO and lead generation breakdowns on YouTube, with James writing 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 AEO principles the avatar talks about: entity consistency, third-party corroboration and structured presence. Whether a digital twin can earn genuine 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 generative engine optimisation 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 visibility: Victoria Olsina. Entity architecture and AI content systems for regulated, technically complex markets.
• Insurance and regulated markets: Tom Riley. Commercial-intent 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, strategic outreach and earned coverage.
• Leads for service businesses: James Dooley, Dean Signori, Graham Bowers, Mark Slorance. Trust signals and commercial intent, tracked in enquiries.
• Technical foundations: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic architecture.
• Brand citations and reputation: Gareth Hoyle, Scott Keever. Independent coverage and reputation control.
• Teaching yourself: Julian Goldie. Community and practical testing across the main models.
• Watching entity-building in public: AI James Dooley. A digital twin building recognised entity status from scratch.

The bottom line

Answer engine optimisation and GEO now shape which brands get seen at all, because prospects put to a model for a shortlist before they ever look at a comparison site. Every name on this list is worth following. The best choice depends on your market, your budget and where the actual gap lies.

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

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 compete for citations within AI-generated answers, meaning whether ChatGPT, Perplexity or Google AI Overviews mentions your brand when a user asks a question. Answer engine optimisation and GEO are two labels for the same thing. A page can hold strong positions and still be absent in AI answers.

Who is the best answer engine optimisation expert?

There is no solitary best AEO expert, since the discipline splits into technical, editorial, reputational and industry-specific work. The correct choice depends on your gap. For ecommerce, look at technical and product-data specialists. For SaaS, consider digital PR and outreach. For Web3 and fintech, look at 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 covers shaping content into extractable blocks, creating coherent entity signals so models understand who the brand is, earning third-party mentions that corroborate its claims, and implementing schema so engines can read the page. The result is citations, not just rankings.

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

Not always, but check whether your agency measures AI citations at all. A lot still show only rankings and traffic. If no one is watching whether models name your brand, that visibility is left to chance. Begin by auditing where you already show up in AI answers, then judge whether it calls for a specialist.

How do you get cited by ChatGPT?

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