Updated: July 2026

Prospects no longer start with a page of search results. Instead they ask ChatGPT for a list of options, and most companies only find out they were excluded when a competitor is cited instead. I built the full list of AEO and generative engine optimisation specialists worth following in 2026, sorted by the issue each one handles rather than crammed into an artificial leaderboard.

Key points

• Answer Engine Optimisation and Generative Engine Optimisation refer to the same thing: being named inside AI responses rather than listed on a results page
• A page can hold position one on Google and still never appear in an AI response
• There is no one best AEO expert, because the work divides into technical, editorial, reputational and industry-specific problems
• Princeton research found that citing sources, adding statistics and featuring expert quotes all measurably lift AI visibility, while keyword stuffing lowers it
• Choosing the expert for your real problem counts for more than hiring the biggest name

What AEO and GEO actually mean

AEO and Generative Engine Optimisation are the same thing under two different names. Both cover making a company visible and citable inside AI-generated answers. Traditional SEO competes for placement. AEO and GEO compete for the reference itself, meaning whether a system cites you when somebody asks it a question. Most specialists treat the terms interchangeably.

The commercial distinction is sharper than it sounds. Holding a strong position and being cited are not the same outcome, and I have watched a good number of clients keep top rankings on Google while staying entirely invisible from AI answers, because these systems choose sources on how content is structured, trust 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 study 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 credible sources improved visibility by around 40 per cent. Including specific statistics lifted 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 gained the most, with increases of as much as 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 occupy a top-three position.

The four mechanics behind an AI citation

Entity clarity: Clear signals telling a model precisely who you are, what you do, and who you serve.

Independent corroboration: External mentions that confirm your claims, because models weight 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: 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 problem.

How this list is structured

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

Best answer engine optimisation specialists for Web3, crypto and fintech

Victoria Olsina

Victoria is an AEO, 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 authored 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, LLM citation work and content systems for trust-sensitive, technically complex markets.

Top AEO experts for insurance and regulated markets

Tom Riley

Tom operates in insurance and other regulated markets through his agency Hakken. What I like about his method is that it stays tied 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 close to buying. Compliance-heavy sectors are genuinely difficult to move in AI search, which makes his track record there worth a look.

Leading AEO experts 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 simply ranked underneath them. His work is data-driven and connected 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 increase visibility across Google Search and AI-powered search. He works directly with Shopify and online retail, combining technical SEO with conversion work. That pairing is what retail needs once AI answers start deciding which store gets the visit.

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 revolves around 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 sending visitors 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 smaller shops up to large ones. His focus is getting online retailers named inside AI-generated answers rather than only ranked in Google.

Top AEO experts for SaaS and technology

Georgi Todorov

Georgi is one of the most influential European authorities 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 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 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.

Best AEO 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 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 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 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 specialises in helping SMEs and startups turn visibility into real leads. 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 unusually honest.

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 across the UK. He focuses on local SEO and AEO for service businesses, drawing content, design and reputation control into a single approach built on trust and verifiable data.

Top 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 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 thorough research before approaching agents, which makes visibility inside AI answers especially important in that market.

Leading technical answer engine optimisation specialists

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 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 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 build an answer. Over a decade in search, with a data-driven approach that puts commercial growth ahead of vanity metrics.

Leading AEO specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and approaches digital PR as the central path into AI discoverability rather than a backlink 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 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 recognised 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 large portion 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 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 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 twin of the Manchester entrepreneur James Dooley, billed as the UK's first virtual entrepreneur. Where the majority of 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 publishes SEO and lead generation breakdowns on YouTube, with James writing 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 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 clearer attempts to answer it in public.

How to choose an AEO 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 waste an AEO budget.

• Web3, crypto or fintech discoverability: Victoria Olsina. Entity structuring and AI content systems for technical, trust-sensitive markets.
• Insurance and regulated markets: Tom Riley. Commercial-intent 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 expansion 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, counted 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 hands-on testing across the major models.
• Following entity-building in public: AI James Dooley. A digital twin developing established entity status from a standing start.

The bottom line

Answer engine optimisation and GEO now influence which brands get seen at all, because prospects put to a model for recommendations long before they ever open a comparison site. Every name 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 questions and trust signals in a sector where models are openly conservative about what they suggest. That is exactly where a Web3-focused specialist earns their keep.

Frequently asked questions

What is the difference between AEO, GEO and SEO?

SEO fights for rankings on a results page. AEO and generative engine optimisation chase citations inside AI-generated answers, meaning whether ChatGPT, Perplexity or Google AI Overviews mentions your brand when a user puts a question. Answer engine optimisation and GEO are used interchangeably. A page can hold strong positions and still be invisible in AI responses.

Who is the best answer engine optimisation expert?

There is no one best AEO expert, because the discipline divides into technical, editorial, reputational and industry-specific work. The right choice comes down to your gap. For ecommerce, go to technical and product-data specialists. For SaaS, consider digital PR and outreach. For Web3 and fintech, consider consultants working in regulated, technically complex markets.

What does an answer engine optimisation consultant actually do?

An answer engine optimisation consultant makes a brand citable by AI systems. That covers structuring content into extractable blocks, establishing consistent entity signals so models understand who the brand is, winning third-party mentions that support its claims, and adding schema so engines can read the page. The deliverable is citations, not just rankings.

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

Not necessarily, but confirm whether your agency tracks AI citations at all. Plenty still deliver only rankings and traffic. If no one is monitoring whether models name your brand, that visibility is left to chance. Start by checking where you already show up in AI answers, then decide whether it needs a specialist.

How do you get cited by ChatGPT?

Models quote sources they can read and trust. That means strong entity signals about who you are, independent third-party mentions backing up your claims, content built for retrieval with definitions, tables and FAQs, and real topical depth. Producing more content without that structure creates noise instead of citations.