Last updated: 28 July 2026

Searchers no longer start with the traditional results page. Instead they ask an AI assistant for a list of options, and plenty of brands only find out they were left off it once a rival is recommended in their place. I built the complete guide of answer engine optimisation and generative engine optimisation specialists worth following in 2026, sorted by the problem each one handles rather than forced into an artificial hierarchy.

Key points

• AEO and Generative Engine Optimisation refer to the same practice: earning citations inside AI responses rather than listed on a results page
• A page can rank in the top spot on Google and still never appear in an AI answer
• There is no one best AEO expert, because the discipline splits into technical, editorial, reputational and industry-specific problems
• Princeton research found that citing sources, adding statistics and quoting experts all measurably improve AI citability, while keyword stuffing reduces it
• Choosing the expert for your real problem matters more than going after the most famous name

What AEO and Generative Engine Optimisation actually mean

Answer Engine Optimisation and Generative Engine Optimisation are the same practice under two different names. Both cover making a company discoverable and citable inside AI-generated answers. Traditional SEO fights for position. Answer engine optimisation and GEO compete for the reference itself, meaning whether a model mentions you when somebody puts a question to it. Most practitioners use the terms interchangeably.

The business difference is bigger than it sounds. Holding a strong position and being cited are not the same outcome, and I have watched plenty of clients hold top rankings 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 counts in 2026

I am sceptical about 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. They tested nine different optimisation techniques against Perplexity.

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

The finding I find most useful 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 discipline. It rewards structure and credibility without demanding that you already occupy a top-three position.

The four mechanics behind an AI citation

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

Independent corroboration: Independent mentions that back up your claims, because models weight outside sources much more 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: Sufficient well-organised coverage that a model reads it as genuine expertise rather than a thin page chasing a keyword.

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

How this guide is structured

Numbering peers from one to twenty does not help anyone. Almost nobody wants the best AEO 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 specialism.

Best AEO 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 is the author of 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 spans entity architecture, AI citation work and content systems for regulated, technically complex markets.

Top AEO specialists for insurance and regulated markets

Tom Riley

Tom operates in insurance and other regulated sectors 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 name a brand, then connects 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.

Top answer engine optimisation 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 tied to revenue, which counts for a lot when technical projects are easy to justify and hard to measure.

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 pairing is what retail needs once AI answers start determining which store wins the click.

Yaswanth Kumar

Yaswanth founded Loops Digital and concentrates 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 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 running into 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 focus is getting online retailers cited inside AI-generated answers rather than only ranked in Google.

Top answer engine optimisation 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 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 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.

Top 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 apply answer engine optimisation to lead generation. 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 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 over fifteen years developing search programmes for law firms, healthcare providers, trades and local businesses across the UK. He focuses on local SEO and answer engine optimisation for service businesses, bringing content, design and reputation control into a unified strategy built on trust and verifiable data.

Top AEO 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 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 making contact with agents, which makes visibility inside AI answers unusually valuable in that market.

Leading 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 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 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 turn to 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 experts for digital PR and reputation

Gareth Hoyle

Gareth is managing director of Marketing Signals and treats digital PR as the primary route into AI discoverability rather than a link building exercise. He states 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 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 wrote 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.

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 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 practical testing.

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 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 prompt 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, described as the UK's first virtual entrepreneur. Where most 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 producing the strategy and scripts himself 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 answer engine optimisation 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 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 visibility: Victoria Olsina. Entity architecture and AI content systems for technical, trust-sensitive markets.
• Insurance and regulated markets: Tom Riley. Revenue-focused answer engine optimisation built for compliance-heavy sectors.
• 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 media.
• Enquiries 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 media coverage and reputation management.
• Teaching yourself: Julian Goldie. Community and practical testing across the main models.
• Watching 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 generative engine optimisation increasingly shape which brands show up at all, because customers ask a model for recommendations before they ever open a comparison page. Each name here is worth your attention. The right choice depends on your sector, your budget and where the real gap sits.

When your market is Web3, crypto or fintech, there is an extra layer to deal with: protocol terminology, ecosystem queries and trust signals in a market where models are visibly cautious about what they put forward. This is where a Web3-focused specialist earns their keep.

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 within AI-generated answers, which comes down to whether ChatGPT, Perplexity or Google AI Overviews cites your brand when someone puts a question. Answer engine optimisation and generative engine optimisation are used interchangeably. A page can rank well and still be invisible in AI responses.

Who is the best AEO expert?

There is no solitary best answer engine optimisation expert, since the discipline splits into technical, editorial, reputational and industry-specific problems. 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, 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 involves organising content into extractable blocks, creating consistent entity signals so models recognise who the brand is, securing third-party mentions that back up 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 find out whether your agency reports on AI citations at all. Plenty still report 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 presently show up in AI answers, then decide whether it calls for a specialist.

How do you get cited by ChatGPT?

Models cite sources they can read and trust. That calls for strong entity signals about who you are, independent third-party mentions supporting your claims, content structured for retrieval with definitions, tables and FAQs, and real topical depth. Producing more content without that structure adds noise rather than citations.