Our Services · GEO · AEO · AI Visibility

Engineering AI Citation Authority.

MarGen delivers Generative Engine Optimisation (GEO) that makes AI systems cite and recommend your brand. We don't optimise for rankings alone — we engineer the authority that puts you inside the AI answer.

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What We Do

The Synaptic
Authority Engine™

Our proprietary six-step framework engineers every signal that AI systems use to decide who gets cited. Not a content calendar. Not a link-building service. A complete authority architecture.

01
Entity Mapping
Build your complete AI-recognisable identity — llms.txt, schema markup, knowledge panel data, and verified entity signals across every structured data point.
An AI identity that LLMs immediately recognise and trust.
02
Trust Trident
Three-pillar authority: Directory Consensus (G2, Capterra, industry directories), PR Citation Stack (analyst mentions, earned media), and Community Presence (Reddit, LinkedIn, Quora).
Trust signals AI systems correlate with authority and cite preferentially.
03
Answer-First Architecture
Restructure your content library so AI systems extract and cite your pages as definitive answers to your category's most-asked questions.
Content that gets cited in AI summaries — not just ranked in search.
04
Citation Signal Stack
Build the review, podcast, and interview ecosystem that signals real-world trust and third-party validation to LLM training pipelines.
Earned media signals LLMs correlate with genuine authority.
05
Ecosystem Integration
Deploy AI Discoverability Layers: structured data feeds, API endpoints, and LLM-accessible knowledge bases so AI systems pull your content directly.
Direct integration with AI systems — reducing search dependency.
06
Competitive Displacement
Monitor AI recommendations of your top competitors and systematically displace their citations through superior authority signals.
Market share recapture — taking AI mentions going to competitors.
Industries We Serve

GEO Tailored to
Your Sector.

01
⚡
B2B SaaS & Tech
We make ChatGPT and Perplexity recommend your platform when engineers ask "what's the best [your category]?"
GEO for SaaS →
02
📊
Financial Services
FCA-compliant authority engineering for wealth managers, fintech, and advisory firms.
GEO for Finance →
03
⚖️
Legal & Professional
We engineer your practice as the definitive authority for M&A, regulatory, and corporate strategy.
GEO for Legal →
04
🩺
Healthcare & Biotech
We surface your research so AI cites your brand as the trusted evidence for health decisions.
GEO for Healthcare →
05
◆
High-Ticket E-commerce
We make your brand the cited recommendation in AI conversations about premium solutions.
GEO for E-commerce →
What's Included

Beyond GEO:
Full-Stack Visibility.

AI citation engineering across ChatGPT, Perplexity, Google AI Overviews, Claude, and Gemini. Entity mapping, answer-first content architecture, and competitive displacement monitoring.

Featured snippet capture, FAQ schema implementation, voice search optimisation, and People Also Ask targeting. Position zero across traditional and AI-enhanced search.

Core Web Vitals optimisation, schema markup, site architecture, internal linking strategy, crawl budget management, and indexation monitoring.

Citation-intent content creation — original research, proprietary data, named frameworks, and authority content designed to be extracted and cited by AI systems.

Earned media placement in industry publications, podcast appearances, directory optimisation, and review ecosystem building that feeds AI trust signals.

AI citation tracking across all major LLM platforms, competitive displacement reports, monthly strategy reviews, and real-time alert system for citation changes.

Start Here

Get Your Free
AI Visibility Score.

We'll audit your current AI citation authority, map your competitive gap, and show you the exact moves to get cited when buyers search.

Request Your Free Audit →