Last updated: 28 July 2026

Prospects no longer start with a page of search results. They ask ChatGPT, copyright or Perplexity for a recommendation, and plenty of brands only discover they were excluded when a competitor is cited instead. I built the full list of answer engine optimisation and generative engine optimisation specialists worth following in 2026, grouped by the issue each one addresses rather than forced into an artificial hierarchy.

Key takeaways

• AEO and Generative Engine Optimisation refer to the same thing: earning citations inside AI answers rather than listed on a results page
• A page can sit at position one on Google and still not show up in an AI answer
• There is no single best answer engine optimisation expert, because the work splits into technical, editorial, reputational and industry-specific challenges
• Research from Princeton found that citing sources, including data and quoting experts all measurably improve AI visibility, while keyword stuffing lowers it
• Matching the specialist to your real problem 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 describe making a brand visible and citable inside AI-generated responses. Traditional SEO competes for ranking. AEO and generative engine optimisation compete for the citation itself, meaning whether a system names you when somebody asks it a question. 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 watched plenty of clients hold top rankings on Google while being completely absent from AI responses, because these systems choose sources on structure, 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 come back to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. The researchers tested nine different optimisation techniques against Perplexity.

Citing credible sources raised visibility by around 40 per cent. Adding specific statistics lifted 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 valuable is that lower-placed sites gained the most, with increases of up to 115 per cent once citations were added. That is the case 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 clarity: Consistent signals telling a model precisely who you are, what you do, and who you serve.

Third-party corroboration: External references 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.

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

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

How this list is organised

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

Leading answer engine optimisation specialists 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 covers entity structuring, LLM citation work and content systems for trust-sensitive, technically complex markets.

Top answer engine optimisation specialists for insurance and regulated markets

Tom Riley

Tom works on insurance and other regulated sectors through his agency Hakken. What I rate 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 cite a brand, then connects 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.

Best 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 advanced technical SEO are his tools, aimed at getting retail brands quoted inside answers from ChatGPT, copyright, Claude and Google AI Overviews rather than simply ranked underneath them. His work is data-led and tied 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 increase 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 requires once AI answers start deciding which store wins the click.

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. Most of his work centres on 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 small stores through to large ones. His priority is getting online retailers named inside AI-generated responses rather than merely positioned in Google.

Leading AEO specialists for SaaS and technology

Georgi Todorov

Georgi is one of the strongest 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 route into AI visibility runs through earned coverage: 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 growing organic traffic and establishing 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 apply 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 leads 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 teaches 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 enquiries rather than impressions, which I find refreshingly practical.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent more than fifteen years building 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, drawing content, design and reputation control into a single approach grounded in trust and checkable data.

Best answer engine optimisation specialists for specialist verticals

Yash Singh

Yash co-founded TradeOps Consulting and owns 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 AEO 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 combines 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.

Best AEO specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and approaches digital PR as the primary route into AI discoverability rather than a backlink exercise. He puts 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 considerably more often 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 listed 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 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 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 proven 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 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 prompt 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 so far have been models or musicians, this one is positioned around lead generation, SEO and answer engine optimisation. It fronts LLM Leads and puts out SEO and lead generation analyses on YouTube, with James writing 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 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 answer engine optimisation 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 waste an AEO budget.

• Web3, crypto or fintech visibility: 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 work.
• SaaS growth and authority: Georgi Todorov, Nikola Baldikov. Digital PR, strategic 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 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 main models.
• Watching entity-building in public: AI James Dooley. A digital twin developing recognised entity status from a standing start.

The bottom line

AEO and GEO increasingly determine which brands are visible at all, since customers ask a model for recommendations before they ever look at a comparison site. Everyone here is worth your attention. The right 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 handle: protocol terminology, ecosystem queries and trust signals in a sector where models are noticeably careful about what they put forward. That is exactly where a sector-specific specialist matters most.

Frequently asked questions

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

SEO chases rankings on a results page. AEO and generative engine optimisation compete for citations inside AI-generated responses, which comes down to whether ChatGPT, Perplexity or Google AI Overviews cites your brand when someone asks a question. AEO and generative engine optimisation 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 solitary best AEO expert, since the discipline breaks into technical, editorial, reputational and industry-specific problems. 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, consider consultants operating 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 means structuring content into extractable blocks, establishing consistent entity signals so models recognise who the brand is, winning third-party mentions that back up its claims, and adding schema so engines can read the page. The output is citations, not just rankings.

Do I need an answer engine optimisation expert if I already have an SEO agency?

Not necessarily, but confirm whether your agency tracks AI citations at all. A lot still report only rankings and traffic. If nobody is monitoring whether models cite your brand, that visibility is left to chance. Start by reviewing where you already appear in AI answers, then judge whether it needs a specialist.

How do you get cited by ChatGPT?

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