AI CITATION ENGINEERING
Get Cited by AI
Engineer your content so AI systems find it, understand it, and cite it. Not gaming algorithms. Building the structural authority that makes your content the source AI wants to reference.
THE SHIFT
Search Is Being Rewritten by AI
Your customers are changing how they search. ChatGPT, Perplexity, and Claude answer questions directly. Google's AI Overviews appear on 30%+ of searches. The traditional click-through model is fragmenting.
These AI systems cite sources. The question is: are you one of them?
For enterprise brands, this isn't a trend to monitor. It's a strategic shift that demands engineering — not observation.
THE FRAMEWORK
Find. Understand. Cite.
AI Citation Engineering is the discipline of structuring content so AI systems can find it, understand it, and cite it. Three steps. One methodology.
Find It
Crawlable, indexable, authoritative. AI systems must be able to discover your content before they can use it. We engineer the technical foundations that make your content visible to every AI platform.
Understand It
Clear structure, direct answers, schema markup. AI systems extract meaning from structure. We architect content so machines parse it with the same clarity as humans.
Cite It
Trustworthy, accurate, comprehensive. AI systems cite sources they trust. We build the authority signals, accuracy markers, and comprehensive coverage that make your content the source AI wants to reference.
This isn't about gaming AI. It's about being the source AI wants to cite — because your content is the most trustworthy, accurate, and comprehensive answer available.
WHY NOW
The Window Is Open — But Closing
The organisations engineering their AI citation presence now are building advantage that compounds. Waiting is a strategic decision with consequences.
Brand Protection
When AI answers questions about your industry, are you cited — or are your competitors? Every AI response that omits your brand is a missed impression you can never recover.
First-Mover Advantage
Early movers in AI citation establish authority that is difficult to displace. The organisations engineering their citation presence now are building compounding advantage.
Measurement Complexity
Enterprise AEO requires sophisticated tracking across markets, languages, and AI platforms. We have built the frameworks to measure what most organisations cannot yet see.
OUR PROCESS
Five Steps to AI Citation Authority
A structured methodology from audit to ongoing management. Every step is designed to build compounding citation advantage.
AI Citation Audit
Where does your brand appear in AI responses? Where doesn't it appear — but should? We query ChatGPT, Perplexity, Claude, and Google AI Overviews across your key topics, markets, and languages.
Competitive Citation Analysis
Who is getting cited instead of you? What are they doing differently? We map the citation landscape in your category and identify the structural gaps.
Content Architecture
We design the content restructuring strategy: question-first content hierarchy, direct answers engineered for AI extraction, schema markup and structured data, entity optimisation.
Implementation
We either implement changes directly or provide detailed specifications for your internal teams and agencies. Every recommendation is actionable and prioritised by citation impact.
Citation Monitoring
Ongoing tracking of where and when AI cites your brand — and how that changes over time. Attribution, competitive movement, and strategic adjustment.
ENGAGEMENT MODELS
Three Ways to Work With Us
Choose the level of engagement that matches where you are in your AI citation journey.
Citation Audit
Understand your current AI visibility position. A comprehensive citation report across all major AI platforms, competitive analysis, and prioritised recommendations.
Best for: Organisations that need to understand where they stand before committing to implementation.
Strategy + Implementation
Establish AI citation authority. Full audit plus content architecture, schema implementation, entity optimisation, and a 90-day execution roadmap.
Best for: Enterprises ready to engineer their AI citation presence from the ground up.
Ongoing Management
Maintain and extend advantage. Citation monitoring, monthly optimisation, quarterly strategy reviews, and continuous adaptation as AI platforms evolve.
Best for: Organisations that have established citation presence and need to compound and defend it.
FIT
Is This Right for You?
This is for you if
- ✓Enterprise brands in sectors AI frequently discusses
- ✓Organisations where competitors are already getting cited by AI
- ✓CMOs and digital leaders preparing for AI-first search behaviour
- ✓Companies whose content is high quality but invisible to AI systems
- ✓PE portfolio companies where AI citation is a value creation lever
This isn't for you if
- ✕Organisations without existing content foundations — you need content before citation
- ✕Teams looking for quick fixes — AI citation authority is engineered, not hacked
- ✕Businesses unwilling to invest in structural content changes
- ✕Anyone expecting AI citation without traditional organic foundations
START HERE
Let's Assess Your AI Citation Position
A confidential conversation about where your brand stands in AI search — and whether engineering your citation presence would create strategic value.
Request a Consultation