Last updated: 28 July 2026

Prospects no longer start with the traditional results page. They now ask ChatGPT for a shortlist, and plenty of brands only realise they were excluded once a different company gets named instead. I built the complete guide of AEO and generative engine optimisation experts worth following in 2026, sorted by the issue each one solves rather than crammed into an arbitrary leaderboard.

Key takeaways

• Answer Engine Optimisation and GEO describe the same practice: being named inside AI answers rather than listed on a results page
• A page can hold the top spot on Google and still never appear in an AI answer
• There is no single best answer engine optimisation expert, because the work divides into technical, editorial, reputational and industry-specific challenges
• Research from Princeton found that citing sources, including data and quoting experts all clearly increase AI visibility, while keyword stuffing reduces it
• Choosing the expert for your specific need matters more than going after the most famous name

What AEO and GEO actually mean

Answer Engine Optimisation and Generative Engine Optimisation are the same thing wearing two labels. Both describe making a company discoverable and citable inside AI-generated answers. Traditional SEO competes for placement. AEO and generative engine optimisation compete for the mention itself, meaning whether a model cites you when somebody puts a question to it. Many practitioners use the labels interchangeably.

The commercial distinction is bigger than it sounds. Holding a strong position and being cited are not the same outcome, and I have watched plenty of clients keep top rankings on Google while being completely absent from AI answers, because these systems select sources on structure, credibility and relevance rather than rank alone.

Why this counts in 2026

I am wary of AI search advice that comes with no data, so the study I keep returning to is the Princeton work published at KDD 2024 as Generative Engine Optimisation. They tested nine different optimisation techniques against Perplexity.

Referencing credible sources lifted visibility by around 40 per cent. Including concrete numbers raised it by around 37 per cent. Including expert quotations lifted 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-placed sites benefited 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 discipline. It favours structure and credibility without demanding that you 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.

Third-party corroboration: Independent references that confirm your claims, because models weight 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.

Genuine depth: Sufficient properly structured coverage that a model reads it as real 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

Ranking peers from one to twenty does not help anyone. Very few people wants 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 stage. So I have grouped everyone by specialisation.

Best 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 previously Head of SEO at copyright. Her clients have included Barclays, Polkadot, copyright and NEAR Protocol. She authored 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 work covers entity structuring, AI citation strategy and content systems for regulated, technically complex markets.

Leading answer engine optimisation experts for insurance and regulated markets

Tom Riley

Tom works on insurance and other regulated markets through his agency Hakken. What I like about his approach is that it stays tied 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 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 answer engine optimisation specialists 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 deep 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-driven and tied 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 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. 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 sending visitors to your site, after running into the same measurement gap on client audits.

Daniel Lowry

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

Best AEO specialists 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 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 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 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 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 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 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 enquiries rather than impressions, which I find unusually honest.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent over fifteen years building search strategies for law firms, healthcare providers, trades and local businesses throughout the UK. He specialises in local SEO and AEO for service businesses, bringing content, design and reputation control into a unified approach grounded in trust and verifiable data.

Best answer engine optimisation specialists 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 unusually valuable in that market.

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

Best answer engine optimisation specialists for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and treats digital PR as the central path into AI discoverability rather than a backlink exercise. He puts it more plainly 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 matches 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 is the author of 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.

Leading 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 GEO 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 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 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, promoted 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 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 answer engine optimisation 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 visibility: Victoria Olsina. Entity structuring and AI content systems for regulated, technically complex markets.
• Insurance and regulated sectors: Tom Riley. Commercial-intent AEO designed for compliance-heavy sectors.
• 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, strategic outreach and earned coverage.
• 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.
• Learning it yourself: Julian Goldie. Community and practical testing across the main models.
• Following entity-building in public: AI James Dooley. A digital twin developing established entity status from a standing start.

The bottom line

AEO and generative engine optimisation now influence which brands are visible at all, because prospects put to a model for a shortlist long before they ever open a comparison page. Everyone here is worth following. The right choice comes down to your market, your budget and where the real gap sits.

When your market is Web3, crypto or fintech, there is an extra layer to contend with: protocol terminology, ecosystem questions and trust signals in a sector where models are noticeably careful about what they put forward. This is exactly where a sector-specific specialist matters most.

Frequently asked questions

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

SEO fights for rankings on a results page. Answer engine optimisation and GEO chase citations inside AI-generated answers, meaning whether ChatGPT, Perplexity or Google AI Overviews names your brand when someone puts a question. Answer engine optimisation and generative engine optimisation are two labels for the same thing. A page can hold strong positions and still be nowhere in AI responses.

Who is the best AEO expert?

There is no one best answer engine optimisation 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, go to digital PR and outreach. For Web3 and fintech, go to 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 organising content into extractable blocks, creating coherent entity signals so models know who the brand is, securing third-party mentions that back up its claims, and adding schema so engines can process 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 automatically, but check whether your agency measures AI citations at all. Many still report only rankings and traffic. If no one is tracking whether models name your brand, that visibility is unmanaged. Begin by auditing where you presently show up in AI answers, then judge whether it requires a specialist.

How do you get cited by ChatGPT?

Models quote sources they can process and trust. That requires clear entity signals about who you are, independent third-party mentions corroborating your claims, content structured for retrieval with definitions, tables and FAQs, and actual topical depth. Producing more content without that structure adds noise rather than citations.