Be the Source
AI Engines
Cite When
Your Customers
Are Asking
Generative Engine Optimisation (GEO) is the discipline of engineering your brand’s content, entity signals, and authority architecture so that AI-powered search engines — Google AI Overviews, ChatGPT, Perplexity, Claude, and Gemini — retrieve, trust, and cite your brand in generated answers. As AI absorbs the informational and commercial search queries that once drove organic traffic, GEO is no longer optional.
Traditional SEO optimised for ten blue links. GEO optimises for zero-click answers.
The SERP is no longer the primary answer surface
Google AI Overviews now appear for over 40% of search queries in the US, absorbing clicks that previously went to organic position 1–3. For informational and commercial queries — the queries that build brand trust and drive consideration — the AI answer box is now the first interaction point. If your brand isn’t the cited source, a competitor is.
AI citation is not a ranking algorithm — it is a retrieval algorithm
LLMs select citation sources based on entity trust, semantic relevance, factual density, structural clarity, and crawl accessibility — not PageRank. A domain with DR 30 and excellent GEO architecture will be cited above a DR 80 domain with poor AI citability signals. This is the structural opportunity that early GEO adopters are exploiting right now.
GEO and traditional SEO compound each other
The signals that make content AI-citation-eligible — topical depth, entity authority, E-E-A-T infrastructure, structured data, semantic co-occurrence — are the same signals that strengthen traditional organic rankings. A well-executed GEO programme improves SERP performance simultaneously. They are not in tension. They are the same investment.
We optimise for every AI answer surface your customers use
Each generative engine has a distinct retrieval architecture, citation preference pattern, and crawl behaviour. Effective GEO requires platform-specific optimisation, not a single generic content layer.
Google AI Overviews (formerly SGE) appear for over 40% of US queries and are rapidly expanding globally. They absorb clicks for informational, commercial investigation, and how-to queries — the query types that historically built brand consideration and drove high-value organic traffic. AIO citation is governed by Google’s E-E-A-T quality raters framework, meaning YMYL compliance, author credentials, structured data, and topical authority are the primary citation levers.
- High E-E-A-T signal on page & domain
- FAQPage & HowTo schema markup
- Answer-first paragraph structure
- Primary source citation links
- Author credential markup
ChatGPT & Bing AI
ChatGPT Browse and Bing Copilot use Bing’s web index as their retrieval layer. Citation eligibility is governed by Bing indexation, OGP metadata, factual density, and structured data richness. We configure your technical stack for Bing discovery and optimise content for OpenAI’s citation preference patterns including GPTBot crawler access.
Perplexity AI
Perplexity uses its own real-time web crawler and citation model, with a strong preference for authoritative, well-structured, recently updated content from domains with strong brand entity recognition. We optimise for PerplexityBot crawler access, citation markup, and the entity authority signals that drive Perplexity source selection.
Talk to our expert arrow_forwardClaude & Gemini
Anthropic’s Claude and Google’s Gemini use distinct retrieval architectures with overlapping citation preferences. Both systems strongly weight semantic accuracy, factual verifiability, entity relationship completeness, and content freshness. We configure ClaudeBot and GoogleBot-AI access and apply the semantic content patterns that both systems preferentially retrieve.
- ClaudeBot crawler access
- Gemini entity verification
- Semantic accuracy audit
- Knowledge Graph alignment
Scores for a fully optimised Semola Digita client domain. Baseline varies.
Our AI Visibility Optimisation Disciplines
GEO is not a single tactic. It is an eight-signal engineering programme applied across content, technical infrastructure, entity architecture, and crawl configuration simultaneously.
Entity Authority & Knowledge Graph Optimisation
AI engines build their understanding of the world from structured knowledge. We establish and reinforce your brand’s entity presence in Google’s Knowledge Graph — ensuring your organisation, products, people, and services have the entity disambiguation, sameAs links, and co-occurrence patterns that make you a trusted, unambiguous source for AI retrieval models.
- Organisation schema & entity markup
- Knowledge Panel optimisation
- sameAs & Wikidata alignment
- Entity co-occurrence seeding
Prompt Share of Voice
We measure your brand’s citation frequency across the query patterns most relevant to your category — what we call Prompt Share of Voice (PSoV). This metric tracks how often your brand appears as a cited source for the prompts your customers are likely asking AI engines. PSoV is the GEO equivalent of SERP share of voice, and the metric that makes your GEO investment measurable.
AI Crawler Access & robots.txt Configuration
Every AI engine uses a distinct crawler: GPTBot, ClaudeBot, Google-Extended, PerplexityBot, and Meta-ExternalAgent. We audit and configure your robots.txt, crawl rate limits, and sitemap prioritisation to ensure every AI engine has full, correct access to your highest-value content.
Allow: /
User-agent: ClaudeBot
Allow: /
User-agent: PerplexityBot
Allow: /
GEO Content Architecture & Citability Optimisation
We restructure your existing content for AI citation eligibility — applying answer-first paragraph architecture, factual density improvement, primary source citation embedding, dateModified freshness signals, and FAQPage schema to every target page. Each intervention is mapped to a specific engine’s citation preference model.
- Answer-first paragraphs
- Factual density scoring
- FAQPage & HowTo schema
- dateModified signalling
Source: Semola Digita GEO Signal Research, 2025
E-E-A-T for AI Citation Eligibility
Experience, Expertise, Authoritativeness, and Trustworthiness are the quality layer AI engines apply to source selection — especially for YMYL queries in healthcare, legal, and financial categories. We build the author credential schema, organisational entity markup, and editorial policy infrastructure that signals E-E-A-T to both Google’s quality raters and AI retrieval models.
Talk to our expert arrow_forwardStructured Data for AI Retrieval
Schema markup is machine-readable content — and the signal AI engines can parse without natural language interpretation. We deploy FAQPage, HowTo, Article, Speakable, and DefinedTerm schema to make your content explicitly answer-surface eligible, SERP feature-eligible, and voice assistant-ready simultaneously.
Competitive GEO & Citation Gap Intelligence
We run systematic competitor citation audits — identifying which of your competitors are cited in AI-generated answers for your target queries, what structural and semantic signals they have that you lack, and exactly which content interventions would close the citation gap fastest.
Get an AI visibility audit arrow_forwardWhat we measure. What we report. What improves.
GEO performance is not measured in rankings alone. We track the metrics that directly reflect your brand’s authority and visibility across AI answer surfaces — and report them alongside traditional organic performance in a single integrated dashboard.
Prompt Share of Voice (PSoV)
Citation frequency across a monitored set of target prompts across Google AI Overviews, Perplexity, and ChatGPT — tracked monthly and benchmarked against direct competitors.
AI Citability Score Per Page
A 0–100 composite score per URL evaluating answer-first structure, schema completeness, factual density, crawler access, E-E-A-T signals, and semantic co-occurrence vs. currently-cited competitor pages.
Entity Knowledge Graph Presence
Tracking of your brand’s Knowledge Panel completeness, entity disambiguation accuracy, and sameAs coverage — the foundation of long-term AI citation authority.
Traditional + AI Traffic Attribution
Integrated reporting showing organic session trends, CTR movement, and estimated AI-referred traffic across your target query set — in one report, on one timeline.
Source: BrightEdge AI Overviews Research, Q1 2025. US data.
A five-stage GEO programme that compounds month-on-month
GEO authority is not earned from a single content intervention. It is compounded across entity architecture, content optimisation, technical configuration, and citation monitoring in a repeatable programme.
An AI visibility audit establishes your current Prompt Share of Voice, AI citability scores per page, crawler access configuration, and entity authority baseline before any optimisation is applied.
Get an AI visibility audit arrow_forwardAI Visibility Baseline Audit
Measure current Prompt Share of Voice across target queries, AI citability score per URL, crawler access configuration audit, entity Knowledge Graph completeness, and competitor citation analysis. The baseline document for all subsequent measurement.
Entity Architecture & Crawler Configuration
Organisation and Person schema deployment, Knowledge Graph entity verification, sameAs alignment, and robots.txt configuration for all AI crawlers — GPTBot, ClaudeBot, Google-Extended, PerplexityBot. The structural foundation of GEO citability.
Content Citability Optimisation
Page-by-page GEO restructuring: answer-first paragraph rewriting, factual density improvement, primary source citation embedding, dateModified schema, FAQPage markup, and E-E-A-T author credential deployment on all target URLs.
New GEO-Native Content Production
Creation of new content specifically engineered for AI citation eligibility — targeting the high-citation-probability query patterns identified in the baseline audit where current content gaps prevent your brand from appearing in AI-generated answers.
Monthly PSoV Monitoring & Iteration
Monthly Prompt Share of Voice reporting across all monitored engines. New citation appearances tracked, competitor citation movement analysed, and the GEO content programme iterated based on what the citation data shows each month.
Your competitors are already being cited in AI answers. Are you?
Every month without a GEO programme is a month of AI citation authority compounding for your competitors. Start with an AI visibility audit to establish your Prompt Share of Voice baseline and the precise interventions that will move it fastest.
AI & GEO Visibility FAQ
The most common questions before commissioning a GEO visibility engagement.
An AI visibility audit measures your current Prompt Share of Voice, citability score per page, and entity architecture completeness — establishing the baseline and identifying the highest-impact interventions before any work begins.
Get an AI visibility audit arrow_forward