Updated: 28 July 2026

Prospects no longer start with the traditional results page. They ask an AI assistant for a shortlist, and plenty of brands only find out they are missing once a rival is cited instead. I compiled the full list of AEO and generative engine optimisation specialists worth following in 2026, grouped by the challenge each one handles rather than forced into an artificial ranking.

Key takeaways

• Answer Engine Optimisation and GEO refer to the same discipline: being named inside AI answers rather than ranked on a results page
• A page can hold position one on Google and still never appear in an AI answer
• There is no single best AEO specialist, because the work splits into technical, editorial, reputational and industry-specific problems
• Princeton research found that referencing sources, adding statistics and quoting experts all measurably improve AI citability, while keyword stuffing reduces it
• Matching the specialist to your actual gap matters more than hiring the biggest name

What Answer Engine Optimisation and GEO really mean

AEO and GEO are the same thing wearing two labels. Both describe making a company discoverable and citable inside AI-generated responses. Traditional SEO fights for placement. AEO and generative engine optimisation compete for the citation itself, meaning whether a model cites you when somebody puts a question to it. Most specialists use the labels 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 plenty of clients hold strong positions on Google while staying entirely invisible from AI answers, because these systems pick sources on how content is structured, 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 study I come back to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. They tested nine separate optimisation methods against Perplexity.

Citing authoritative sources raised visibility by around 40 per cent. Including concrete numbers lifted 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 valuable is that lower-placed sites gained 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 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 exactly who you are, what you do, and who you serve.

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 pull a clean 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 chasing a keyword.

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

How this guide is structured

Ranking peers from one to twenty is not useful. Almost nobody needs the best AEO expert in general terms. 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.

Top 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 formerly Head of SEO at copyright. Her clients have included Barclays, Polkadot, copyright and NEAR Protocol. She wrote Mastering AI Search for Crypto and Web3 Brands, the first book on AI search for this industry, and was recognised as Top AI Content Expert of 2026 by The Masterminders. Her track record spans entity structuring, AI citation work and content systems for trust-sensitive, technically complex markets.

Leading answer engine optimisation experts for insurance and regulated markets

Tom Riley

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

Leading answer engine optimisation specialists for ecommerce and DTC brands

Andrew Halliday

Andrew runs 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-driven and connected to revenue, which matters a great deal when technical projects are easy to justify 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 gets the visit.

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. 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 Manchester-based and partners with ecommerce brands on WooCommerce and Shopify, from smaller shops through to large ones. His priority is getting online retailers named inside AI-generated answers rather than merely positioned in Google.

Leading answer engine optimisation experts 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 path 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 establishing authority for SaaS companies, and strategic outreach is his sharpest tool. That external footprint is exactly what models rely on when deciding who to mention.

Top 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 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 over fifteen years shaping search programmes for law firms, healthcare providers, trades and local businesses throughout the UK. He specialises in local SEO and AEO for service businesses, drawing content, design and reputation control into a unified approach built on trust and checkable data.

Leading 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: 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, focusing on off-plan developments and property projects. Property buyers do extensive research before making contact with agents, which makes visibility inside AI answers especially important in that market.

Top 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 added afterwards, 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 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 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 answer engine optimisation 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 puts 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 work in practice: 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 authored 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.

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 answer engine optimisation 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 counts 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 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 twin of the Manchester entrepreneur James Dooley, described as the UK's first virtual entrepreneur. Where most digital personas so far have been models or musicians, this one is centred 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 personally and the avatar presenting 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 more visible attempts to answer it in public.

How to choose an AEO or GEO expert

Match the specialism 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 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 AEO built 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 authority: 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, counted 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 control.
• Teaching yourself: Julian Goldie. Community and hands-on testing across the major models.
• Watching entity-building in public: AI James Dooley. A digital twin earning recognised entity status from scratch.

The bottom line

Answer engine optimisation and GEO increasingly influence which brands get seen at all, because buyers ask a model for a shortlist before they ever look at a comparison site. Everyone here is worth your attention. The best choice comes down to your sector, your budget and where the actual gap lies.

When your market is Web3, crypto or fintech, there is an additional layer to deal with: protocol terminology, ecosystem queries and trust signals in a space where models are visibly cautious about what they recommend. This 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. AEO and generative engine optimisation compete for citations inside AI-generated answers, which comes down to whether ChatGPT, Perplexity or Google AI Overviews names your brand when a user puts a question. AEO and GEO are two labels for the same thing. 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, since the discipline splits into technical, editorial, reputational and industry-specific problems. The correct choice comes down to your gap. For ecommerce, look at technical and product-data specialists. For SaaS, look at 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 answer engine optimisation consultant makes a brand citable by AI systems. That covers structuring content into liftable blocks, creating coherent entity signals so models know who the brand is, earning third-party mentions that support its claims, and implementing schema so engines can process the page. The output is citations, not just rankings.

Do I need an AEO 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 no one is watching whether models name your brand, that visibility is running unattended. First, auditing where you already appear in AI answers, then judge whether it requires a specialist.

How do you get cited by ChatGPT?

Models reference sources they can read and trust. That requires 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 genuine topical depth. Publishing more content without that structure generates noise instead of citations.