Generative Engine Optimisation — GEO

AI Search Optimisation
Be the Answer AI Gives.

AI search optimisation is how your brand gets cited, recommended and trusted by ChatGPT, Perplexity, Gemini.

AI engines we optimise for
ChatGPT ✓
Perplexity ✓
Google Gemini ✓
Microsoft Copilot ✓
Claude AI ✓
Meta AI ✓
Grok ✓
AI Overviews ✓
Amazon Alexa ✓
Brands we've got cited 140+
The Search Landscape Has Changed

Traditional SEO gets you on Google.
GEO gets you inside the answer.

60% of searches end without a click — zero-click is the new normal
47% of Google queries now show an AI Overview at the top
78% of buyers use AI engines for purchase research
400M weekly active ChatGPT users as of 2025

For decades, search meant ten blue links. You optimised for Google, ranked well, got clicks. That model is disintegrating. AI engines now handle the answer themselves — synthesising information from across the web and delivering it directly to the user, without them ever needing to visit a site.

Being cited in an AI response is the new equivalent of ranking number one. When ChatGPT answers a question about your industry, the brands it names are the ones that win — whether or not the user clicks anything. Your competitors are already working to be those brands. Generative Engine Optimisation is how you get there first.

GEO is the discipline of optimising your brand's content, structure, authority and digital presence so that AI engines choose to cite, quote and recommend you — across every platform where your potential customers are searching.

Generative Engine Optimisation AI Citation Building Entity Authority Structured Data AI Overviews
See It in Action

Watch How AI Search Is
Replacing Traditional SEO

This breakdown shows exactly how Generative Engine Optimisation works in practice — and why brands that don't adapt will be invisible to the next generation of search.

How AI engines like ChatGPT, Perplexity, and Google AI Overviews decide who to cite — and how GEO puts your brand in the answer.

01 — AI Visibility Audit

Know exactly where you stand
across every AI engine.

We run a comprehensive audit measuring your brand's current citation rate, sentiment, positioning and mention frequency across ChatGPT, Perplexity, Gemini, Copilot and Google AI Overviews. You can't optimise what you don't measure.

Your AI Visibility Audit begins with a structured measurement programme. We compile a standardised prompt set covering your industry, product or service categories, competitor comparisons and buying-intent queries — the exact questions your target customers are asking AI tools right now. We then run those prompts systematically across every major AI platform and record whether your brand appears, where it appears, and how it's described.

The result is a precise baseline: your current AI visibility score by platform, a sentiment breakdown of how AI talks about your brand, and a side-by-side comparison with your top competitors. This isn't a vanity report — it's the strategic foundation everything else is built on. The audit identifies the highest-impact actions in your sector and tells us exactly what to prioritise.

  • 🔍
    Brand Citation Rate Analysis
    How often your brand appears in AI-generated responses across each platform, measured against a standardised set of relevant prompts in your industry.
  • 💬
    Sentiment & Positioning Review
    Not just whether you're mentioned, but how. We analyse the language AI engines use to describe your brand — positive, neutral, negative — and whether you're positioned as a market leader or an afterthought.
  • ⚔️
    Competitor Benchmarking
    Side-by-side comparison of your AI visibility vs your top 3 competitors, across every major platform. See exactly where they're ahead and why.
  • 🗺️
    Citation Source Mapping
    We identify which of your pages, content pieces, or third-party mentions are currently driving AI citations — so we know what to build on and what's missing.
  • 🎯
    Prompt Coverage Assessment
    We test your brand against the full range of prompts your target customers actually use with AI tools, mapping where you appear and where you're invisible.
  • 📋
    Actionable Priority Report
    A ranked list of GEO actions — by impact, effort and urgency — so you know exactly what to fix first.
AI Visibility Score — Your Brand
ChatGPT34%
Perplexity18%
Gemini51%
Copilot22%
AI Overviews67%

38/100
Overall AI Visibility Score
Competitor average: 71/100

⚠️
Gap found: Competitor cited 3× more for [your core service] queries — content restructure needed
🎯
Opportunity: Perplexity has very low competition in your sector — quick win available
02 — Content & Semantic Optimisation

Write for the machines that read,
then recommend.

AI engines don't rank pages — they cite sources they trust. We restructure and rewrite your content so it answers the exact questions AI users ask, in the format AI engines can extract and cite cleanly.

AI engines are trained on vast amounts of text, but when they generate responses they draw primarily from content that is clearly structured, factually precise, and written around specific questions. Generic brand copy — however polished — is rarely cited. What gets cited is content that provides a direct, authoritative, clearly attributable answer to a well-defined question. We audit your existing content against that standard and either restructure it or build the pieces that are missing.

Entity building is a parallel workstream. AI models understand the world through entities — named people, places, organisations, and concepts — and the relationships between them. We build your brand's entity footprint systematically, ensuring AI models associate your brand with the right topic areas, expertise signals, and authority indicators. This drives citation rate across every platform simultaneously.

  • 📐
    Question-Based Content Architecture
    We map the exact questions your target customers ask AI tools and build content that answers them directly, in the structured format AI engines prefer to cite.
  • 🏛️
    Entity & Topic Authority Building
    AI engines understand the web through entities — people, places, organisations, concepts. We build your brand's entity footprint so AI models associate your brand with the right topics at the right authority level.
  • ✍️
    Answer-Optimised Formatting
    Heading structure, bullet clarity, definition paragraphs, concise factual statements — we reformat existing content to match the patterns AI engines extract from when generating responses.
  • 📚
    Long-form Authoritative Content
    Deep, comprehensive guides that establish your brand as the definitive source on topics relevant to your business. The kind of content AI engines pull from when they need a credible citation.
  • FAQ & Definition Pages
    Targeted pages built around specific questions and terminology. These are among the highest-citation-rate content formats across every major AI platform.
  • 🔎
    Content Gap Creation
    We identify topics where AI engines consistently lack good sources and build authoritative content to fill those gaps — capturing citations before competitors even realise the opportunity exists.
Content Citability Score — Before vs After
Answer Clarity28% → 84%
Entity Depth31% → 79%
Factual Citations19% → 88%
Format Structure42% → 91%
Authority Signals35% → 76%

Before GEO After GEO

📈
Citation rate increase: Average 3.4× improvement in AI citation frequency after content restructure across client base.
Priority format: FAQ pages and definition content consistently generate the highest citation rates across ChatGPT and Perplexity.
03 — Structured Data & Schema

Give AI engines a clean,
machine-readable version of you.

Schema markup is how you communicate directly with AI crawlers. When structured data is missing or wrong, AI engines guess at what your pages mean — and guess wrong.

For traditional SEO, schema markup has always been a ranking enhancer — useful but optional. For GEO, it's foundational. AI language models don't read your website the way a human does. They process machine-readable signals, and structured data is the clearest, most direct signal you can send. Without it, AI engines make inferences about your business that may be incomplete, outdated, or simply wrong — costing you citations and trust.

We audit every page of your site for schema coverage and correctness, identify every error or gap that's actively harming your AI discoverability, and implement the full range of schema types relevant to your business — from Organisation and LocalBusiness at the entity level, through to Product, FAQ, Article and HowTo at the content level. Every type serves a specific function in how AI engines read, understand and choose to cite your site.

  • 🔧
    Full Schema Audit & Error Fix
    We crawl every page, identify every missing, broken or invalid schema implementation, and fix the errors that are actively preventing AI engines from reading your site correctly.
  • 🏢
    Organisation & LocalBusiness Schema
    Core entity markup that tells AI engines exactly who your business is, what you do, where you operate, and why you should be trusted. The foundation everything else builds on.
  • 📦
    Product & Review Schema
    For ecommerce and service businesses, complete product markup with pricing, availability, review scores and return policies — the data ChatGPT Shopping and AI comparison engines pull from.
  • FAQ & HowTo Schema
    Structured Q&A and instructional markup that AI engines preferentially cite when answering informational queries. Among the highest-ROI schema types for GEO.
  • 📰
    Article & Author Schema
    E-E-A-T signals embedded in markup — author credentials, publication dates, editorial standards — that signal to AI models your content is produced by genuine subject-matter experts.
  • 🗂️
    Sitelinks & BreadcrumbList
    Navigation structure signals that help AI engines understand your site hierarchy and surface the most relevant pages for specific query types.
Schema Health Checker
Schema Type Status Issues Priority
Organisation Schema ✓ Active 2 warnings Medium
Product Schema ✗ Missing Not implemented High
Review/Rating Schema ⚠ Partial Missing aggregate High
FAQ Schema ✗ Missing Not implemented High
Article/Author Schema ⚠ Partial No author entity Medium
BreadcrumbList ✓ Active None Low

🚨
3 high-priority schema types missing — Product, FAQ and Review schema are among the top citation drivers for AI engines. Fixing these is immediate priority.
🔧
Author entity gap: Article schema present but no author entity defined — AI engines cannot confirm E-E-A-T credentials for your content authors.
04 — Authority & Citation Building

AI engines cite the sources
they trust most. We build that trust.

AI models learn what's authoritative from the same signals Google does — but weighted differently. High-quality mentions, editorial links and digital PR placements signal credibility to AI engines.

PageRank shaped a decade of SEO thinking: get links, build authority, rank higher. AI authority works on related but distinct principles. AI models are trained on text corpora that include news articles, industry publications, Wikipedia entries, review platforms, podcasts and forums. Brands that appear frequently and positively across those high-authority sources are more likely to be cited — not because of a direct algorithm, but because they're woven into the fabric of the web's most trusted content.

Our authority building programme targets that reality directly. Rather than building links for crawl metrics alone, we build the kind of authoritative presence that gets picked up in training data and cited in responses: earned media coverage, editorial links from specialist publications, brand mentions across high-authority domains, Wikipedia and Knowledge Panel optimisation, and systematic review amplification across platforms AI engines treat as social proof signals.

  • 📰
    Digital PR & Earned Media
    Securing coverage in publications AI engines treat as authoritative citation sources — industry press, national media, specialist trade outlets. We manage the outreach, the angles, the follow-up.
  • 🔗
    Editorial Link Building
    High-quality, contextually relevant backlinks from trusted domains — the kind that build domain authority signals AI models weight when deciding what to cite.
  • 💬
    Brand Mention Strategy
    Unlinked brand mentions across authoritative domains contribute to your entity footprint. We build a systematic programme of brand mentions that strengthen AI models' association of your brand with relevant topics.
  • 📖
    Wikipedia & Knowledge Panel Optimisation
    Wikipedia citations and Google Knowledge Panel entries are among the strongest AI citation sources. We assess eligibility, build supporting references and manage optimisation where applicable.
  • Review Platform Amplification
    Review volume, recency and sentiment on Google, Trustpilot, Yelp and sector-specific platforms are significant AI ranking signals. We build ethical, systematic review generation programmes.
  • 🎙️
    Podcast & Expert Citation Strategy
    Appearing as a quoted expert on podcasts, in articles and in industry reports builds the kind of third-party credibility AI engines flag as a strong trust signal.
Authority Signal Strength — Current vs Target
Domain Authority31 current / 55 target
Brand Mentions/mo12 current / 80 target
Editorial Links8 current / 40 target
Review Volume47 current / 200 target
Knowledge PanelNone / Active target

Current Target (12 months)
🎯
Biggest lever: Brand mention volume is the fastest-moving authority signal for AI engines — 12/month to 80/month is achievable within 90 days.
📖
Knowledge Panel: Your business meets Wikipedia's notability threshold — building supporting references is the first step to establishing a panel.
05 — AI Overviews Optimisation

Appear in Google's AI answers —
not just below them.

Google's AI Overviews appear at the top of search results for nearly half of all queries. They pull from a small set of cited sources. We get your pages into those positions.

Google's AI Overviews — the AI-generated summaries that appear above traditional search results — represent the most commercially significant real estate in modern search. When an Overview appears for a query, the cited sources receive a distinct visibility advantage that outweighs almost any traditional ranking position. For high-intent commercial queries, appearing cited in an AI Overview is equivalent to owning the top of the search results page.

Getting into AI Overviews requires a specific, measurable combination of signals: the right content structure, E-E-A-T signals that pass Google's quality thresholds, featured snippet capture on related queries, and proximity to the topics Google has designated as Overview triggers in your space. We reverse-engineer exactly what's being cited and build the content and authority signals needed to displace existing sources or join them.

  • 🗺️
    AI Overview Trigger Query Mapping
    We identify every query in your target market that currently triggers an AI Overview, what it says, and which sources are being cited — giving us a precise target list.
  • 🔍
    Source Citation Analysis
    We reverse-engineer why the current cited sources made it into AI Overviews and identify the exact gaps between their content and yours — closing those gaps is the strategy.
  • ✍️
    Content Restructuring for Inclusion
    We reformat and rewrite pages to match the structural and semantic patterns that AI Overviews consistently pull from: direct answers, clear attribution, factual density, appropriate length.
  • 🏆
    E-E-A-T Signal Strengthening
    Experience, Expertise, Authoritativeness and Trustworthiness signals embedded throughout content and markup — the quality framework Google's AI cites as a filter for what it trusts.
  • Featured Snippet Capture
    Featured snippets are a strong predictor of AI Overview inclusion. We systematically target and capture them as part of the broader GEO strategy.
  • 📊
    Weekly Coverage Tracking
    We monitor AI Overview appearances for your target queries weekly, tracking inclusion rate, position within the Overview, and sentiment of how your brand is described.
AI Overview Coverage — Your Brand
Query In Overview Cited Source Position
best [service] company UK ✓ Yes YourBrand.co.uk #2 of 3
[industry] software comparison ✗ No Competitor A
how to choose [service] provider ✗ No Competitor B
26%
of target queries — Industry avg: 41%

📝
Content gap: 'how to choose' queries — restructure service page with a direct comparison framework and step-by-step guide format
🎯
Quick win: Featured snippet for '[industry] comparison' — 2 competitors already cited; your content is 80% of the way there with reformatting
06 — Competitive Gap Strategy

See every prompt where they're cited
and you're not.

We systematically identify every topic, question and prompt where competitors appear in AI-generated responses and your brand doesn't. That's your entire GEO action list — prioritised.

Competitive gap analysis is the clearest, most actionable form of GEO intelligence available. Rather than theorising about what AI engines want, we directly measure what's working for your competitors and map every gap to a specific action. The methodology is systematic: we compile your full target prompt set, run it across every major platform, record who appears where, and build a gap matrix that shows you exactly which competitors are winning which queries and why.

The gap analysis doesn't just generate a list — it generates a prioritised strategy. Each gap is classified by platform, query intent, commercial value, and the likely difficulty of closing it. That classification drives the content, schema and authority workstreams. When we create a new piece of content, fix a schema implementation, or execute a digital PR campaign, it's because the gap analysis told us that action has the highest expected citation impact for your specific competitive landscape.

  • 🗺️
    Competitor Citation Mapping
    A complete map of which competitors appear in AI responses for your target queries, on which platforms, in what positions, and with what sentiment.
  • 🔎
    Topic Gap Analysis
    Topics and question categories where AI engines are citing competitors but not you — segmented by platform, query intent, and commercial value.
  • 🎯
    Intent Classification by Prompt
    Every gap query classified by intent (informational, commercial, navigational, transactional) so we prioritise the gaps that affect buying decisions most.
  • 📋
    Priority Action List
    The gap analysis outputs a ranked action list: which content to create, which pages to restructure, which authority signals to build — ordered by expected citation impact.
  • 📅
    Monthly Gap Tracking
    Competitive positions shift constantly. We re-run the gap analysis monthly, tracking which gaps have closed, which have widened, and where new opportunities have opened up.
  • 📊
    Platform-by-Platform Breakdown
    Separate reports for ChatGPT, Perplexity, Gemini, Copilot and AI Overviews — because competitor presence varies significantly by platform and requires different tactics.
Competitive Gap Analysis
Query You Comp A Comp B Priority
best IT support [city] 🔴 High
AI security for SMEs 🔴 High
GDPR compliance guide UK 🟡 Medium
what is prompt injection 🟢 Strong
cloud security assessment 🟡 Medium

Cited Not cited Partial citation
🚨
2 high-priority gaps where both major competitors are cited and you're absent — content creation and schema fix are the immediate actions.
Existing strength: You're already cited for 'prompt injection' queries — expand this into a full topic cluster to consolidate the advantage.
GEO vs Traditional SEO

Being cited vs
being ranked.

Traditional SEO and GEO operate by fundamentally different rules. Understanding the difference is the first step to making the right investment.

Factor GEO — Generative Engine Optimisation Traditional SEO
Discovery mechanism AI engines answer directly, cite your brand Users must click through to your website
Ranking factor Content quality, entity authority, structured data Keywords, backlinks, technical SEO
Visibility format Your brand named in the answer A blue link in a list of 10
Zero-click impact Visibility even when no click happens Invisible on zero-click searches
Platform coverage ChatGPT, Perplexity, Gemini, Copilot, AI Overviews Google & Bing search results only
Content format Structured, answer-oriented, entity-rich Keyword-optimised, page-focused
Trust signals Entity authority, citations, expert mentions PageRank, domain authority, anchor text
Measurement Citation rate, sentiment, platform coverage Rankings, impressions, clicks
Future trajectory Growing as AI search adoption accelerates Declining as zero-click increases
ROI timeline Compounding — early citations build authority over time Volatile — rankings shift with every algorithm update
How It Works

From audit to first citation.

1
Audit & Benchmark
We measure your current AI visibility across every major platform and benchmark against your top competitors.
2
Strategy & Roadmap
A prioritised GEO action plan: content to create, schema to fix, authority signals to build — in order of impact.
3
Optimise & Implement
We execute the strategy: content restructuring, schema implementation, digital PR, link building, entity building.
4
Monitor & Iterate
Monthly reporting on citation rates, platform coverage, competitive position — with continuous optimisation.
AI Engines We Optimise For
ChatGPT
Perplexity
Google Gemini
Microsoft Copilot
Claude AI
Meta AI
Grok
Google AI Overviews
Amazon Alexa
Apple Intelligence
Get Started

Find out how visible your brand is
to AI engines right now.

We'll run a free AI visibility audit across your top queries and show you exactly where you're being cited — and where competitors are taking your place.

Talk to Us

Let's make AI
work for your brand.

Whether you're starting your GEO journey or looking to accelerate an existing programme, we'll give you a straight assessment of where you stand and a clear picture of what it'll take to move the needle.

🔍
Free AI Visibility Audit We run your brand across the major AI engines and show you the results — before you commit to anything.
⚔️
Competitor Benchmark Included See exactly how you compare to 3 named competitors in AI search — citation rates, platform coverage, sentiment.
💬
No jargon, no hard sell A plain-English conversation about what we found and what we recommend. No obligation.