Last updated: 28 July 2026

Customers no longer start with the traditional results page. They ask an AI assistant for a recommendation, and most brands only realise they are missing once a different company is recommended in their place. I built the complete guide of AEO and generative engine optimisation specialists worth following in 2026, sorted by the challenge each one addresses rather than forced into an artificial hierarchy.

Key points

• AEO and Generative Engine Optimisation describe the same thing: earning citations inside AI answers rather than listed on a results page
• A page can hold the top spot on Google and still not show up in an AI answer
• There is no one best AEO expert, because the work splits into technical, editorial, reputational and industry-specific problems
• Research from Princeton found that referencing sources, including data and quoting experts all measurably improve AI visibility, while keyword stuffing lowers it
• Choosing the expert for your specific need counts for more than hiring the biggest name

What Answer Engine Optimisation and GEO really mean

Answer Engine Optimisation and GEO are the same thing wearing two labels. Both cover making a company visible and citable inside AI-generated responses. Traditional SEO competes for position. Answer engine optimisation and generative engine optimisation compete for the reference itself, meaning whether a model cites you when somebody asks it a question. Most specialists use the terms interchangeably.

The business distinction is sharper 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 responses, because these systems select sources on how content is structured, credibility and relevance rather than rank alone.

Why this counts in 2026

I am wary of AI search advice with no evidence behind it, so the research I keep returning to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. They tested nine different optimisation methods against Perplexity.

Citing authoritative sources improved visibility by around 40 per cent. Including specific statistics improved it by around 37 per cent. Including expert quotes raised it by around 30 per cent. Keyword stuffing pushed it down by around 10 per cent.

The finding I find most useful is that lower-placed 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 rewards structure and credibility without demanding that you already hold a top-three position.

The four mechanics behind an AI citation

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

Independent corroboration: Independent mentions that back up your claims, because models weight outside sources far more heavily 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.

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

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

How this list is structured

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

Top AEO 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 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 industry, and was named 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.

Best 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 tied to commercial traffic rather than visibility for its own sake. He develops the entity signals and topical coverage that push models to cite a brand, then connects 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 specialists for ecommerce and DTC brands

Andrew Halliday

Andrew leads Coreter Media and is the most capable technical name on this guide for online retail. Site architecture, structured data and advanced technical SEO are his tools, focused on 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 simple to argue for and hard to measure.

David Johnson

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

Yaswanth Kumar

Yaswanth founded Loops Digital and concentrates on ecommerce and DTC brands getting named when somebody asks ChatGPT, copyright or Perplexity what to buy. Most of his work centres on 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 Manchester-based and works with ecommerce brands on WooCommerce and Shopify, from small stores through to big retailers. His priority is getting online retailers mentioned inside AI-generated answers rather than merely positioned in Google.

Leading answer engine optimisation specialists for SaaS and technology

Georgi Todorov

Georgi is one of the most influential 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 path 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 building organic traffic and establishing authority for SaaS companies, and strategic outreach is his sharpest tool. That external footprint is precisely what models lean on when deciding who to cite.

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 generating leads. 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 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 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 over fifteen years shaping search programmes for law firms, healthcare providers, trades and local businesses across 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 verifiable data.

Leading answer engine optimisation experts for specialist verticals

Yash Singh

Yash co-founded TradeOps Consulting and owns 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 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 extensive research before approaching agents, which makes visibility inside AI answers especially important in that market.

Top technical answer engine optimisation 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 added afterwards, 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 complete 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.

Top answer engine optimisation specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and regards digital PR as the main route into AI visibility rather than a backlink exercise. He states 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 specialist, 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 appeared 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 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 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 almost anyone 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 twin of the Manchester entrepreneur James Dooley, promoted as the UK's first virtual entrepreneur. Where most digital personas to date have been models or musicians, this one is positioned 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 himself 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 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 AEO or generative engine optimisation expert

Match the specialisation to the gap you really 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 visibility: Victoria Olsina. Entity structuring and AI content systems for regulated, technically complex markets.
• Insurance and regulated markets: 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 growth and authority: 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 mentions 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 developing established entity status from scratch.

The bottom line

Answer engine optimisation and generative engine optimisation now shape which brands get seen at all, since prospects ask a model for a shortlist before they ever open a comparison site. Everyone here is worth following. The best choice depends on your market, your budget and where the actual gap sits.

When your market is Web3, crypto or fintech, there is an additional layer to contend with: protocol terminology, ecosystem queries and trust signals in a market where models are noticeably careful about what they suggest. This is where a sector-specific specialist matters most.

Frequently asked questions

What is the difference between AEO, GEO and SEO?

SEO competes for rankings on a results page. Answer engine optimisation and GEO fight for citations within AI-generated responses, meaning whether ChatGPT, Perplexity or Google AI Overviews mentions your brand when someone 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 AEO expert?

There is no one best answer engine optimisation expert, because the discipline divides into technical, editorial, reputational and industry-specific problems. The right choice depends on your gap. For ecommerce, look at technical and product-data specialists. For SaaS, go to 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 renders a brand citable by AI systems. That means organising content into liftable blocks, building consistent entity signals so models recognise who the brand is, securing 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 answer engine optimisation expert if I already have an SEO agency?

Not always, but confirm whether your agency reports on AI citations at all. Plenty still show only rankings and traffic. If nobody is monitoring whether models name your brand, that visibility is running unattended. Start by reviewing where you currently appear in AI responses, then decide whether it requires a specialist.

How do you get cited by ChatGPT?

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