Updated: July 2026

Buyers have stopped starting with a page of search results. They ask ChatGPT, copyright or Perplexity for a shortlist, and most companies only find out they are missing when a rival gets named instead. I compiled the full list of answer engine optimisation and generative engine optimisation specialists worth following in 2026, sorted by the problem each one solves rather than forced into an arbitrary leaderboard.

Key takeaways

• AEO and GEO describe the same discipline: earning citations inside AI responses rather than ranked on a results page
• A page can rank in the top spot on Google and still not show up in an AI response
• There is no single best answer engine optimisation expert, because the work divides into technical, editorial, reputational and industry-specific problems
• Research from Princeton found that citing sources, including data and quoting experts all measurably lift AI citability, while keyword stuffing lowers it
• Choosing the expert for your specific need matters more than going after the most famous name

What Answer Engine Optimisation and GEO actually mean

Answer Engine Optimisation and GEO are the same thing wearing two labels. Both cover making a company visible and citable inside AI-generated responses. Traditional SEO fights for position. Answer engine optimisation and generative engine optimisation compete for the citation itself, meaning whether a system cites you when somebody asks it a question. Many specialists use the labels interchangeably.

The commercial distinction is bigger than it sounds. Holding a strong position and being cited are two different outcomes, and I have watched a good number of clients keep strong positions on Google while being completely absent from AI answers, because these systems choose sources on how content is structured, trust and relevance rather than rank alone.

Why this counts 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 techniques against Perplexity.

Citing credible sources raised visibility by around 40 per cent. Adding specific statistics 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 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 rewards structure and credibility without demanding that you 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.

Third-party corroboration: External references that back up 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 lift a complete 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 chasing a keyword.

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

How this list is structured

Numbering peers from one to twenty is not useful. Almost nobody needs the best AEO expert in the abstract. What they need is the person who has already solved their particular problem, in their market, at their point of growth. So I have grouped everyone by specialism.

Top 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 formerly 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 sector, and was recognised as Top AI Content Expert of 2026 by The Masterminders. Her track record spans entity structuring, LLM citation work and content systems for regulated, technical markets.

Best AEO experts for insurance and regulated markets

Tom Riley

Tom works on insurance and other regulated markets through his agency Hakken. What I rate about his method is that it stays tied to commercial traffic rather than visibility for its own sake. He builds 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.

Best AEO 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 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 improve visibility across Google Search and AI-powered search. He works directly with Shopify and online retail, combining technical SEO with conversion work. That pairing is what retail needs once AI answers start determining which store gets the visit.

Yaswanth Kumar

Yaswanth founded Loops Digital and concentrates 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 driving traffic 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 large ones. His focus is getting online retailers mentioned inside AI-generated responses rather than merely positioned in Google.

Best AEO specialists for SaaS and technology

Georgi Todorov

Georgi is one of the strongest European authorities 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 route 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 visible 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.

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 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 comes up repeatedly 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 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 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 leads rather than impressions, which I find unusually honest.

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 focuses on local SEO and AEO for service businesses, bringing content, design and reputation control into a unified strategy grounded in trust and verifiable data.

Top answer engine optimisation specialists for specialist verticals

Yash Singh

Yash co-founded TradeOps Consulting and owns 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 especially important in that market.

Leading technical answer engine optimisation 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 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 assemble an answer. Over a decade in search, with a data-driven approach that puts commercial growth ahead of vanity metrics.

Top answer engine optimisation 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 visibility rather than a link building exercise. He puts 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 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 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 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 large portion of the field is still theorising. He is a sensible 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 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 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 double 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 built 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 personally and the avatar presenting them.

I have included it because it is worth following as an experiment in its own right. Building established 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 clearer attempts to answer it in public.

How to choose an answer engine optimisation or GEO 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 waste an AEO budget.

• Web3, crypto or fintech visibility: Victoria Olsina. Entity structuring and AI content systems for regulated, technically complex markets.
• Insurance and regulated markets: Tom Riley. Revenue-focused AEO 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 expansion 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 groundwork: Josh Morley, Dan M. Jones. Crawlability, structured data and semantic architecture.
• Brand citations and reputation: Gareth Hoyle, Scott Keever. Independent media coverage and reputation control.
• Learning it yourself: Julian Goldie. Community and practical testing across the major models.
• Watching entity-building in public: AI James Dooley. A digital twin building established entity status from scratch.

The bottom line

Answer engine optimisation and GEO now determine which brands get seen at all, because buyers ask a model for recommendations long before they even visit a comparison site. Each name here is worth following. The best choice depends on your sector, your budget and where the actual gap sits.

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

Frequently asked questions

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

SEO competes for rankings on a results page. AEO and GEO compete for citations within 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 used interchangeably. A page can hold strong positions 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 divides into technical, editorial, reputational and industry-specific problems. The right 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 answer engine optimisation consultant actually do?

An AEO consultant makes a brand citable by AI systems. That involves shaping content into extractable blocks, creating consistent entity signals so models understand who the brand is, earning third-party mentions that corroborate its claims, and implementing schema so engines can process the page. The deliverable is citations, not just rankings.

Do I need an AEO expert if I already have an SEO agency?

Not necessarily, but check whether your agency reports on AI citations at all. Plenty still show only rankings and traffic. If nobody is watching whether models cite your brand, that visibility is unmanaged. First, reviewing where you presently show up in AI responses, then judge whether it needs a specialist.

How do you get cited by ChatGPT?

Models reference sources they can process and trust. That means strong entity signals about who you are, independent third-party mentions backing up your claims, content structured for retrieval with definitions, tables and FAQs, and genuine topical depth. Pushing out more content without that structure creates noise instead of citations.