q
Answer Engine Optimisation

Get Your Brand Mentioned.

c20% of Search is now answered by AI.[1]

LLMs like ChatGPT and Claude capture a meaningful share of research, learning, and commercial investigation queries. Research measured 68,879 Google searches and found that when an AI summary appeared, users clicked a traditional result on just 8% of visits — (that's down from 15% when no summary appeared). [1]
AI citation is the new SEO.

If you got here by asking how to get your company mentioned in ChatGPT or cited on Perplexity — that is exactly the service.

Trusted by brands running across the UK, North America and EMEA

  • Simplicity Media
  • Bandai Namco
  • Lebara
  • RapidEyeMovers
  • SNK
9.5bn
Average monthly visits to AI platforms worldwide in the year to May 2026 — up 70% in twelve months. Your buyers are already asking.
Similarweb[6]
+54%
Conversion rate of AI-referred visitors to US retail sites against non-AI traffic, May 2026. The traffic AI sends is better traffic.
Adobe Digital Insights[4]
48%
Of the sources AI answers cite are earned media — press, reviews, forums — not brand websites. Most of the work sits off your site.
Omniscient Digital[9]
<4%
Of professional-services prompts on ChatGPT return any cited source at all. In B2B, the answer space is still unclaimed.
Similarweb[6]
This is AEO · 01

Your buyers stopped searching. They started asking.

60%

of searches end without reaching another site

Bain's research puts the figure at around 60%. Its December 2024 survey of 1,117 consumers found about 80% rely on zero-click results in at least 40% of their searches. Bain estimates the resulting reduction in organic web traffic at 15–25%.[5]

53%

No single engine decides any more

ChatGPT's share of worldwide AI platform traffic fell from roughly 76% to 53% in the year to May 2026, while Gemini rose to 27–28% and Claude to about 9%.[6] Whether you want to be mentioned in ChatGPT, cited by Perplexity or pulled into Google's AI Overviews — a one-engine strategy already misses half the room.

206%

growth in ChatGPT referrals out to the web

Semrush analysed over a billion lines of US clickstream data and found outbound referral traffic from ChatGPT to the rest of the web grew 206% year on year between January 2025 and January 2026.[7] A new channel, already at scale.

This is AEO · 02

Ranking and being cited have come apart.

Most companies assume that if you rank in Google (SEO), you'll get quoted by AI LLM's. The reality says otherwise.

Only 16.7% of AI Overview citations come from the organic top ten

BrightEdge's 16-month tracking found citations increasingly do come from organically ranking pages — overlap rose from 32.3% to 54.5% by September 2025. But only 16.7% come from the top ten; most cited pages sit between positions 21 and 100.[2] Ranking still helps. Ranking first does not reliably buy you the citation.

Most citations come from places you don't own.

Omniscient Digital analysed 23,387 unique sources cited across 240 branded queries in ChatGPT, Perplexity, Gemini, AI Mode and AI Overviews. Editorial, forums, review sites and directories together account for nearly half of all citations. On customer review queries specifically, earned media reaches 82%.[9]

Which means most of the work sits off your website.

That is an uncomfortable finding for anyone selling on-page optimisation alone, and it is the reason AEO is a distinct discipline rather than an SEO add-on. Winning citations requires three things running together: content structured so a model can lift a clean answer from it, an entity and schema layer that tells machines unambiguously what you are, and a deliberate earned-media programme aimed at the third-party sources these systems actually quote. Academic work supports the first part — the 2023 generative engine optimisation paper from Princeton, IIT Delhi, Georgia Tech and the Allen Institute for AI found structured methods, principally adding citations, quotations and statistics, lifted source visibility in generated answers by up to 40% on their benchmark.[10]

This is AEO · 03

What is the value of AI Traffic? Why do I need it?

Two independent data say the same thing: being cited more than doubles your clicks, and the people who arrive are worth more when they get there.

2.07% vs 0.94%

CTR of cited versus not cited

Seer Interactive tracked 53 brands across 5.47 million queries and 2.43 billion organic impressions from January 2025 to February 2026. Brands cited in an AI Overview averaged 2.07% organic click-through. Brands not cited averaged 0.94%.[3]

+54%

Conversion rate, AI-referred versus everything else

Adobe Digital Insights tracked AI-sourced traffic to US retail sites from October 2024 to May 2026. In May 2026 these visitors were 36% less likely to bounce, viewed 23% more pages per visit, spent 53% more time on site, converted at a 54% higher rate and generated 53% more revenue per visit than non-AI traffic.[4]

And in professional services, the sourcing layer is barely built.

Similarweb found the share of US ChatGPT prompts returning any cited source rose from 1.6% to 6.8% between June 2025 and May 2026 — but it varies sharply by category. Travel and hospitality prompts carry a citation about 23% of the time and automotive roughly 20%, while professional services sits under 4%.[6] In consumer categories, AI answers already route to named sources and the land grab is well advanced. In professional services the citation habit is only now forming — which is precisely when it is cheapest to own.

This is how we do it

Four clear workstreams.

The process is simple, the work is not - but the fundamentals remain the same whether you want your company mentioned in ChatGPT, cited by Perplexity or featured in Google's AI Overviews. AEO is not a proprietary trick: it is an editorial and PR engine bolted to a technical one, run & optimised consistently.

Diagnose

We establish what the answer engines currently say, in their own words, before touching anything.

  • Category prompt set, built to how buyers actually ask
  • Baseline across ChatGPT, Gemini, Claude, Perplexity and AI Overviews
  • Who gets cited in your place, and from which sources
  • Entity, schema and crawlability gaps

Structure

We make your content mechanically easy for a model to quote, and your identity unambiguous to a machine.

  • Optimised content architecture
  • Schema.org and entity implementation
  • Statistic, quotation and citation density
  • Crawler access for AI user agents

Earn

Because 48% of citations come from sources you don't own, we go and get them.[9]

  • Editorial and trade press placement
  • Review site and directory presence
  • Forum and community strategy
  • Original data and research designed to be quoted

Measure

Citation share is the metric. We report it monthly, per surface, against named competitors.

  • Share of answer by platform and prompt cluster
  • Sentiment and accuracy of how you are described
  • AI referral traffic and conversion, isolated in analytics
  • Competitive displacement tracking
The proof it works

We ran the method on our own agency first.

Simplicity Media[11] is our Canadian media agency, providing Media Buying Strategy and Services across Canada — A category where Similarweb shows fewer than 4% of ChatGPT prompts return a cited source at all. We used it as the test case before selling the service to anyone else.

Case study · Simplicity Media · simplicitymedia.ca

Independent Canadian media agency, CTV, OOH, Digital Audio.

A full application of the four workstreams to a live agency site: Structured service pages, entity and schema build, a case-study library written for extraction, and an earned-media push into trade and directory sources. Tracked across five key answer surfaces against a named competitive set.

45%
Citation share, from baseline of 0 to month six
48
Prompts where the brand appears, of a tracked set of 50
+200%
AI-referred sessions, month on month
+250%
Enquiries attributed to AI referral, month on month
Where that puts us in the answers ChatGPT · as at August 2026
  • No.2In Canada for CTV — against Dentsu
  • No.1For US agencies buying OOH in the UK
This is how you buy it

Clear Transparent Rates - Know what you will be paying ahead of time.

Diagnostic

Find out what the answer engines say about you now. No commitment beyond it.

£2,500
One-off · delivered in 15 working days
  • 50-prompt category set, built to your buyers
  • Baseline across main answer surfaces
  • Citation source audit — who is cited instead of you
  • Entity, schema and crawler access gap analysis
  • Prioritised 90-day roadmap
Most B2B clients

Foundation

The on-page and structural layer, run continuously and reported monthly.

£3,500
Per month · six-month minimum
  • Everything in Diagnostic, refreshed monthly
  • Full schema and entity implementation
  • Monthly citation share report
  • Named competitor tracking
  • Quarterly strategy review with the senior team

Authority

Adds the earned-media engine — the 48% of citations that never come from your own site.

from £7,500
Per month · twelve-month minimum
  • Everything in Foundation
  • Digital PR and editorial programme*
  • Review site, directory and forum strategy
  • Original research built to be quoted
  • Weekly reporting, dedicated strategist

Regulated sectors — financial services, legal, healthcare — are quoted at an additional 35% premium over the equivalent unregulated retainer, reflecting compliance review load.[12] We will quote that explicitly if it applies to you.
*Digital PR has tiered options for external placement depending on product and industry, these are priced separately.

Book a call

Get set up for AEO success.

  • Clear Transparent Pricing.
  • Clear Honest Reporting
  • The Team that Does The Work, On the Call & Available to You.
Prefer email? hello@wwldn.com
London, United Kingdom.
Asked and answered

The questions people actually type.

How do I get my company mentioned in ChatGPT?

ChatGPT decides what to name two ways: what it learned in training, and what it retrieves live from the web when it browses. You influence both with the same work. Make your site technically readable to OpenAI's crawlers, publish pages structured so a model can lift a clean answer, keep your entity unambiguous with schema markup and consistent naming, and build presence on the third-party sources these systems lean on — editorial coverage, review sites, directories and forums, which carry 48% of all AI citations.[9] Then track a fixed prompt set monthly so you can see mention share move. That is precisely the work we sell, and none of it is secret.

How do I get my business cited by Perplexity?

Perplexity is the most winnable surface because it retrieves live and cites sources on every answer. Three things move it: fast, crawlable pages it can fetch; answer-first structure it can quote cleanly; and presence on the sources it already trusts for your category — which you find by running your buyers' questions and reading who it cites today. Our Diagnostic maps exactly that citation pool before we touch anything.

How do I show up in Google AI Overviews?

Not just by ranking. BrightEdge found only 16.7% of AI Overview citations come from pages in the organic top ten — most cited pages sit at positions 21–100.[2] What earns the citation is content structured for extraction — a direct answer high on the page, statistics, quotations and clear sourcing, the tactics the original GEO research measured at up to a 40% visibility lift[10] — plus schema markup and an unambiguous entity. Ranking helps. It is not the mechanism.

Why doesn't ChatGPT recommend my brand?

Usually one of three reasons, and they are diagnosable. The engines cannot read you: your site blocks AI crawlers or renders in ways they cannot parse. They cannot place you: your entity is ambiguous — inconsistent naming, no schema, thin structured signals. Or they cannot verify you: there is little third-party evidence of you in the places they cite, and earned media carries most citations.[9] Our £2,500 Diagnostic identifies which of the three is holding you back and hands you the 90-day plan, whether or not you engage us further.

What is answer engine optimisation (AEO)?

Answer engine optimisation is the practice of making a brand the source an AI system cites when it answers a question. Where SEO competes for a ranking position on a results page, AEO competes for inclusion inside the generated answer itself — in ChatGPT, Google AI Overviews, Gemini, Claude and Perplexity. It combines structured on-page content, entity and schema work, and earned third-party citations.

How is AEO different from SEO?

They optimise for different outcomes. SEO earns a ranking; AEO earns a citation, and the two correlate far less than most marketers assume. BrightEdge found that as of September 2025 only 16.7% of Google AI Overview citations came from pages ranking in the organic top ten, with most cited pages sitting between positions 21 and 100. A separate analysis of 23,387 unique sources by Omniscient Digital found 48% came from earned media and only 23% from the brand's own website — meaning most of the available leverage sits off your domain entirely. Good SEO helps. It does not cover this.

How much does answer engine optimisation cost in the UK?

Published UK benchmarks run roughly £1,500 to £5,000 for a one-off audit and entity foundation, £2,500 to £4,500 per month for mid-market B2B retainers, and £4,500 to £8,500 per month for larger or more complex estates. Regulated sectors are commonly quoted 25–40% higher. Double W prices a Diagnostic at £2,500 one-off, Foundation at £3,500 per month on a six-month minimum, and Authority at £7,500 per month on a twelve-month minimum.

How long before we see results?

Structured on-page and schema changes can shift how an AI system describes a brand within weeks, because retrieval-based surfaces such as Google AI Overviews and Perplexity re-crawl frequently. Earned media citations, which account for the largest single share of AI citations, typically take one to two quarters to build. We report citation share monthly from month one, so movement is visible well before commercial impact lands.

Can you guarantee we'll be cited?

No, and anyone who does is selling something they don't control. Answer engines are ranked retrieval systems with undisclosed weightings that change without notice. What we commit to is the input work, a measured baseline, monthly reporting against named competitors, and honest reporting when a surface moves against us. If citation share is not improving by month four on Foundation, we will tell you before you have to ask.

Sources

Every figure on this page, traceable.

If we are going to argue that citation is the currency, we should show ours. All figures below link to the originating publisher, not to a summary of it.

  1. Pew Research Center — "Do people click on links in Google AI summaries?"July 2025. Browsing data from 900 US adults, 68,879 Google searches, March 2025.
  2. BrightEdge — AI Overview rank overlap after 16 monthsSeptember 2025. 16.7% of AI Overview citations drawn from top-ten organic results.
  3. Seer Interactive — AIO impact on Google CTR, 2026 updatePublished April 2026. 53 brands, 5.47m queries, 2.43bn organic impressions, Jan 2025–Feb 2026.
  4. Adobe Digital Insights — Q3 2026 AI Traffic Trends ReportTraffic and engagement data October 2024–May 2026; consumer survey March 2026.
  5. Bain & Company — "Goodbye Clicks, Hello AI: Zero-Click Search Redefines Marketing"Bain–Dynata Generative AI Consumer Survey, December 2024, n=1,117.
  6. Similarweb — AI search statistics: market share, referral and citation dataPlatform traffic and citation-rate data, June 2025–May 2026.
  7. Semrush — ChatGPT traffic analysis from 17 months of clickstream dataOver 1bn lines of US clickstream data, October 2024–February 2026.
  8. Gartner — "Search Engine Volume Will Drop 25% by 2026"Press release, 19 February 2024. Cited as a forecast, not a measured outcome.
  9. Omniscient Digital — "How LLMs Source Brand Information"January 2026. 23,387 unique sources across 240 branded queries in five AI surfaces.
  10. Aggarwal et al. — "GEO: Generative Engine Optimization"arXiv:2311.09735. Reports up to 40% visibility improvement from structured optimisation methods.
  11. Simplicity MediaSister media agency. Canadian-headquartered, with execution arms in Toronto, Halifax and London.
  12. MarGen — UK AEO agency pricing benchmarks, 2026Single source: one UK agency's published bands, not an independent market survey. For wider context, Digital Elevator gives comparable USD ranges and Whito covers general UK agency retainers — neither is AEO-specific to the UK.