Updated: July 2026

Prospects have stopped starting with ten blue links. They ask ChatGPT, copyright or Perplexity for a recommendation, and most companies only find out they are missing once a different company is cited instead. I put together 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 arbitrary hierarchy.

Key points

• Answer Engine Optimisation and GEO refer to the same practice: getting cited inside AI answers rather than listed on a results page
• A page can hold position one on Google and still not show up in an AI answer
• There is no one best AEO specialist, because the work divides into technical, editorial, reputational and industry-specific problems
• Princeton research found that citing sources, adding statistics and quoting experts all measurably improve AI visibility, 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

Answer Engine Optimisation and Generative Engine Optimisation are the same thing under two different names. Both describe making a brand visible and citable inside AI-generated responses. Traditional SEO competes for placement. AEO and GEO fight for the mention itself, meaning whether a system mentions you when somebody asks it a question. Most practitioners use the labels interchangeably.

The business difference is sharper than it sounds. Ranking well and being cited are two different outcomes, and I have seen a good number of clients hold strong positions on Google while being completely absent from AI responses, because these systems select sources on how content is structured, credibility and relevance rather than rank alone.

Why this matters in 2026

I am sceptical about 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 separate optimisation methods against Perplexity.

Citing credible sources raised visibility by around 40 per cent. Adding concrete numbers improved it by around 37 per cent. Adding expert quotes improved 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 up to 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 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 work with.

Third-party corroboration: External mentions that confirm your claims, because models favour 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.

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

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

How this guide is structured

Numbering peers from one to twenty does not help anyone. Very few people 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.

Leading AEO experts for Web3, crypto and fintech

Victoria Olsina

Victoria is an answer engine optimisation, 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 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 work spans entity structuring, LLM citation strategy and content systems for regulated, technically complex markets.

Leading 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 method is that it stays tied to commercial traffic rather than visibility for its own sake. He develops the entity signals and topical coverage that lead models to name 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.

Top AEO experts for ecommerce and DTC brands

Andrew Halliday

Andrew runs 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, 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 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 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. Much of his work revolves around product data and entity signals, the quiet 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 driving traffic to your site, after hitting the same measurement gap on client audits.

Daniel Lowry

Daniel is Manchester-based and partners with ecommerce brands on WooCommerce and Shopify, from small stores through to large ones. His priority is getting online retailers cited inside AI-generated answers rather than just listed in Google.

Leading answer engine optimisation specialists for SaaS and technology

Georgi Todorov

Georgi is one of the most influential 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 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 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 sharpest tool. That external footprint is precisely what models lean on when deciding who to cite.

Leading 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 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 repeatable 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 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 refreshingly practical.

Mark Slorance

Mark founded Pixel Juice Digital Marketing and has spent more than fifteen years developing search strategies 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 single approach built on trust and checkable data.

Top answer engine optimisation experts for specialist verticals

Yash Singh

Yash co-founded TradeOps Consulting and owns 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 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 ringing 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 making contact with agents, which makes visibility inside AI answers unusually valuable in that market.

Top technical AEO experts

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 lift AI visibility.

Dan M. Jones

Dan founded On Top Marketing in Manchester and is one of the more complete 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 answer engine optimisation experts 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 link building exercise. He frames 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 matches 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 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 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 answer engine optimisation 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 sensible 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 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 to date have been models or musicians, this one is centred 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 presenting 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 AEO or generative engine optimisation expert

Match the specialism 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 burn through an AEO budget.

• Web3, crypto or fintech discoverability: Victoria Olsina. Entity architecture and AI content systems for regulated, technically complex markets.
• Insurance and regulated markets: Tom Riley. Revenue-focused AEO built for compliance-heavy sectors.
• Ecommerce and product citations: Andrew Halliday, David Johnson, Yaswanth Kumar, Daniel Lowry. Product data, structured data and retail entity work.
• SaaS growth and credibility: Georgi Todorov, Nikola Baldikov. Digital PR, outreach and earned media.
• Enquiries 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 citations and reputation: Gareth Hoyle, Scott Keever. Independent coverage and reputation management.
• Learning it 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 scratch.

The bottom line

Answer engine optimisation and generative engine optimisation now influence which brands are visible at all, since customers put to a model for a shortlist before they ever open 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.

If your market is Web3, crypto or fintech, there is an extra layer to deal with: protocol terminology, ecosystem questions and trust signals in a market where models are openly conservative about what they suggest. This is where a Web3-focused specialist earns their keep.

Frequently asked questions

What is the difference between AEO, GEO and SEO?

SEO competes for rankings on a results page. Answer engine optimisation and GEO chase citations within AI-generated responses, meaning whether ChatGPT, Perplexity or Google AI Overviews names your brand when someone asks a question. Answer engine optimisation and GEO are two labels for the same thing. A page can rank well and still be absent in AI answers.

Who is the best AEO expert?

There is no one best AEO expert, because the discipline divides 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, consider 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 makes a brand citable by AI systems. That means shaping content into liftable blocks, building consistent entity signals so models recognise who the brand is, securing third-party mentions that corroborate its claims, and implementing schema so engines can process the page. The result 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 tracks AI citations at all. A lot still deliver only rankings and traffic. If nobody is monitoring whether models cite your brand, that visibility is left to chance. First, auditing where you currently appear in AI responses, then work out whether it requires a specialist.

How do you get cited by ChatGPT?

Models cite sources they can process and trust. That requires strong entity signals about who you are, independent third-party mentions supporting your claims, content built for retrieval with definitions, tables and FAQs, and actual topical depth. Pushing out more content without that structure generates noise rather than citations.