Last reviewed: July 2026

Prospects no longer start with a page of search results. They now ask ChatGPT for a recommendation, and most companies only discover they are missing once a rival is recommended in their place. I built the full list of answer engine optimisation and generative engine optimisation specialists worth following in 2026, sorted by the problem each one handles rather than squeezed into an artificial leaderboard.

Key points

• AEO and GEO describe the same practice: earning citations inside AI responses rather than listed on a results page
• A page can sit at position one on Google and still never appear in an AI answer
• There is no one 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 clearly increase AI citability, while keyword stuffing reduces it
• Matching the specialist to your actual gap matters more than going after the most famous name

What AEO and Generative Engine Optimisation really mean

AEO and Generative Engine Optimisation are the same practice under two different names. Both describe making a brand discoverable and citable inside AI-generated answers. Traditional SEO competes for ranking. AEO and GEO compete for the mention itself, meaning whether a system cites you when somebody puts a question to it. Most practitioners treat the labels interchangeably.

The business difference is sharper than it sounds. Holding a strong position and being cited are not the same outcome, and I have watched plenty of clients hold top rankings on Google while staying entirely invisible from AI responses, because these systems select sources on how content is structured, trust and relevance rather than rank alone.

Why this counts 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 credible sources improved visibility by around 40 per cent. Including specific statistics improved it by around 37 per cent. Including expert quotations raised it by around 30 per cent. Keyword stuffing reduced it by around 10 per cent.

The finding I find most useful 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 specialism. It rewards structure and credibility without requiring you to already occupy a top-three position.

The four mechanics behind an AI citation

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

Independent corroboration: Independent references 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 pull a clean answer straight out of the page.

Topical depth: Enough properly structured coverage that a model reads it as genuine expertise rather than a thin page targeting a keyword.

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

How this guide is organised

Numbering peers from one to twenty is not useful. Almost nobody wants the best answer engine optimisation expert in general terms. What they need is the person who has already fixed their specific problem, in their sector, at their point of growth. So I have grouped everyone by specialism.

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 include 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 named Top AI Content Expert of 2026 by The Masterminders. Her track record covers entity architecture, AI citation work and content systems for trust-sensitive, technically complex markets.

Best AEO experts for insurance and regulated markets

Tom Riley

Tom operates in insurance and other regulated sectors through his agency Hakken. What I like about his approach is that it stays anchored to commercial traffic rather than visibility for its own sake. He develops the entity signals and topical coverage that lead models to cite a brand, then links that back to searches from people who are close to buying. Compliance-heavy sectors are genuinely difficult 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 runs Coreter Media and is the most capable technical name on this list for online retail. Site architecture, structured data and advanced technical SEO are his tools, focused on 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 pairing is what retail requires once AI answers start deciding which store wins the click.

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 centres on product data and entity signals, the quiet 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 running into the same measurement gap on client audits.

Daniel Lowry

Daniel is based in Manchester and supports ecommerce brands on WooCommerce and Shopify, from small stores up to big retailers. His priority is getting online retailers cited inside AI-generated responses rather than merely positioned in Google.

Best AEO specialists for SaaS and technology

Georgi Todorov

Georgi is one of the strongest European voices on answer engine optimisation 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 rely on when deciding who to cite.

Top answer engine optimisation 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 use 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 unusually honest.

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, bringing content, design and reputation control into a unified strategy grounded in trust and verifiable data.

Top AEO 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 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 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.

Leading technical answer engine optimisation 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 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.

Top answer engine optimisation experts for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and regards 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 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 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 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 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 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 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 double of the Manchester entrepreneur James Dooley, billed 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 releases 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 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 GEO expert

Align 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 waste an answer engine optimisation budget.

• Web3, crypto or fintech discoverability: Victoria Olsina. Entity structuring and AI content systems for regulated, technically complex 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, outreach and earned media.
• Leads for service businesses: James Dooley, Dean Signori, Graham Bowers, Mark Slorance. Trust signals and commercial intent, tracked in enquiries.
• Technical groundwork: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic architecture.
• Brand mentions and reputation: Gareth Hoyle, Scott Keever. Independent coverage and reputation control.
• Teaching yourself: Julian Goldie. Community and hands-on 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 determine which brands show up at all, because prospects ask a model for a shortlist long before they even visit a comparison site. Each name on this list is worth following. The right choice depends on your market, your budget and where the real gap sits.

If your market is Web3, crypto or fintech, there is an added layer to contend with: protocol terminology, ecosystem questions and trust signals in a sector where models are noticeably careful about what they put forward. That is exactly where a sector-specific specialist earns their keep.

Frequently asked questions

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

SEO chases rankings on a results page. Answer engine optimisation and generative engine optimisation compete for citations inside AI-generated answers, meaning whether ChatGPT, Perplexity or Google AI Overviews names your brand when somebody asks a question. AEO and generative engine optimisation are two labels for the same thing. A page can hold strong positions and still be invisible in AI answers.

Who is the best answer engine optimisation expert?

There is no single best AEO expert, since the discipline breaks 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, go to 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 involves structuring content into extractable blocks, establishing consistent entity signals so models know who the brand is, earning third-party mentions that back up its claims, and adding schema so engines can process the page. The result is citations, not just rankings.

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

Not necessarily, but find out whether your agency measures AI citations at all. A lot still show only rankings and traffic. If nobody is tracking whether models cite your brand, that visibility is running unattended. Start by reviewing where you currently appear in AI answers, then work out whether it needs a specialist.

How do you get cited by ChatGPT?

Models quote sources they can parse 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 rather than citations.