Updated: 28 July 2026

Prospects have stopped starting with a page of search results. They now ask an AI assistant for a recommendation, and plenty of brands only realise they were excluded once a different company is cited instead. I compiled the full list of AEO and generative engine optimisation specialists worth following in 2026, grouped by the issue each one solves rather than crammed into an arbitrary hierarchy.

Key points

• Answer Engine Optimisation and Generative Engine Optimisation describe the same practice: being named inside AI answers rather than ranked on a results page
• A page can sit at position one on Google and still never appear in an AI answer
• There is no single best AEO expert, because the discipline splits into technical, editorial, reputational and industry-specific challenges
• Princeton research found that referencing sources, adding statistics and featuring expert quotes all measurably improve AI visibility, while keyword stuffing reduces it
• Choosing the expert for your real problem counts for more than hiring the biggest name

What Answer Engine Optimisation and GEO really mean

Answer Engine Optimisation and Generative Engine Optimisation are the same practice wearing two labels. Both cover making a brand visible and citable inside AI-generated answers. Traditional SEO fights for ranking. AEO and generative engine optimisation fight for the reference itself, meaning whether a model names you when somebody puts a question to it. Most practitioners use the terms interchangeably.

The commercial distinction is sharper than it sounds. Holding a strong position and being cited are two different outcomes, and I have seen a good number of clients hold strong positions 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 matters in 2026

I am wary of 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 different optimisation techniques against Perplexity.

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

The finding I find most valuable is that lower-ranking sites benefited the most, with increases of up to 115 per cent once citations were added. That is the argument 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 consistency: Clear signals telling a model exactly who you are, what you do, and who you serve.

Independent corroboration: External mentions that confirm 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 complete answer straight out of the page.

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

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

How this list is organised

Numbering peers from one to twenty does not help anyone. Almost nobody needs the best answer engine optimisation expert in general terms. What they need is the person who has already solved their particular problem, in their sector, at their stage. So I have grouped everyone by specialisation.

Best answer engine optimisation experts 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 previously 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 sector, and was recognised as Top AI Content Expert of 2026 by The Masterminders. Her track record covers entity structuring, LLM citation work and content systems for regulated, technically complex markets.

Top AEO experts for insurance and regulated markets

Tom Riley

Tom works on insurance and other regulated sectors through his agency Hakken. What I rate about his approach is that it stays anchored 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 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.

Best AEO experts for ecommerce and DTC brands

Andrew Halliday

Andrew leads 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 quoted 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 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 improve 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 deciding which store gets the visit.

Yaswanth Kumar

Yaswanth founded Loops Digital and focuses on ecommerce and DTC brands getting cited when somebody asks ChatGPT, copyright or Perplexity what to buy. Much 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 sending visitors to your site, after running into the same measurement gap on client audits.

Daniel Lowry

Daniel is based in Manchester and works with ecommerce brands on WooCommerce and Shopify, from smaller shops up to big retailers. His focus is getting online retailers named inside AI-generated responses rather than merely positioned in Google.

Leading AEO 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 citable inside large language models. He has spent over a decade growing organic traffic and building authority for SaaS companies, and strategic outreach is his strongest tool. That external footprint is precisely what models lean on when deciding who to mention.

Best answer engine optimisation 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 lead generation. He works from a leads-first position that lines up SEO, AI visibility and business growth under one system, with genuine focus 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 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 unusually honest.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent over fifteen years developing search strategies for law firms, healthcare providers, trades and local businesses throughout the UK. He focuses on local SEO and AEO for service businesses, drawing content, design and reputation control into a unified strategy grounded in trust and checkable data.

Top answer engine optimisation 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 tidy 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, 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.

Best technical AEO 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 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 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.

Best AEO 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 discoverability rather than a link building exercise. He frames 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 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 wrote 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.

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 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 brutally competitive 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 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 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 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 AEO or generative engine optimisation 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 answer engine optimisation budget.

• Web3, crypto or fintech visibility: Victoria Olsina. Entity architecture and AI content systems for regulated, technically complex markets.
• Insurance and regulated sectors: Tom Riley. Commercial-intent answer engine optimisation designed for compliance-heavy industries.
• Ecommerce and product mentions: 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, strategic outreach and earned coverage.
• Enquiries 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 structure.
• Brand mentions 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 earning established entity status from a standing start.

The bottom line

Answer engine optimisation and generative engine optimisation increasingly determine which brands get seen at all, because prospects put to a model for recommendations long before they even visit a comparison site. Everyone on this list is worth your attention. The best choice comes down to your market, your budget and where the genuine gap sits.

When your market is Web3, crypto or fintech, there is an added layer to deal with: protocol terminology, ecosystem queries and trust signals in a space where models are noticeably careful about what they suggest. That is where a Web3-focused specialist matters most.

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 chase citations inside AI-generated answers, which comes down to whether ChatGPT, Perplexity or Google AI Overviews names your brand when somebody asks a question. AEO and generative engine optimisation are used interchangeably. A page can rank well and still be invisible in AI answers.

Who is the best answer engine optimisation expert?

There is no solitary best AEO expert, because the discipline divides into technical, editorial, reputational and industry-specific work. The correct choice comes down to your gap. For ecommerce, consider 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 answer engine optimisation consultant actually do?

An AEO consultant makes a brand citable by AI systems. That involves structuring content into extractable blocks, creating consistent entity signals so models understand who the brand is, securing third-party mentions that support 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 automatically, but check whether your agency tracks AI citations at all. Many still report only rankings and traffic. If nobody is watching whether models cite your brand, that visibility is left to chance. Start by checking where you already appear in AI responses, then judge whether it needs a specialist.

How do you get cited by ChatGPT?

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