AEO · AI Search · Entity Authority
Be the answer, not just a result.
Laurelin Labs makes your brand, and the people behind it, the cited, trusted source when buyers, investors and journalists ask an AI about your market. SEO competes on keywords. We compete on entities.
9 services · 6 frameworks · 8 live experiments
The shift
Search placed you in a list. AI selects a source to trust. The unit of competition moved from the keyword to the entity.
Entity authority
Make the company and its leaders disambiguated, verifiable entities in the knowledge graph, wired across every surface the models trust.
Narrative coherence
Align the story across site, LinkedIn, press and filings so an AI never has to hedge, omit or get it wrong.
Structural retrievability
Q&A architecture, structured data and expert attribution. SEO gets you indexed; this layer gets you cited.
Topic clusters
What we go deep on
Five tightly interlinked clusters. Each one connects services, frameworks and lab builds.
AI Search Visibility (AEO / LLMO)
Being the cited, trusted answer inside AI Overviews, ChatGPT, Perplexity and Gemini — not just ranking a blue link.
ClusterEntity Authority
Making a brand and its leaders disambiguated, verifiable entities in Google’s knowledge graph.
ClusterTechnical SEO
The crawlability, rendering and structured-data foundations that decide whether you’re even in the candidate pool.
ClusterMeasurement & Attribution
Joining what the team does to what the site does — attribution that survives a CFO conversation.
ClusterPaid Media
Integrated paid search and paid social that reinforce one entity story rather than running in a silo.
View everything
The full map of services, frameworks and experiments.
Services
Standalone engagements that compound when combined
AI Search Visibility (AEO / LLMO)
AI Search Visibility work makes your brand and its leadership the cited, trusted source when buyers, investors and journalists ask an AI about your market. SEO competes on keywords; AEO competes on entities — and most organisations are currently invisible or ambiguous to the models.
Technical SEO & LLMO Audit
A 100+ point technical and AI-readiness review covering crawlability, indexability, Core Web Vitals, structured data and LLMO signals — delivered with a fix list prioritised by competitive impact, not just severity in isolation.
SEO + LLMO Strategy
A twelve-month SEO and AI-visibility roadmap built around priority topic clusters, keyword targets, content cadence, link priorities and AI-readiness actions — mapped to monthly milestones and your commercial goals.
Frameworks
The thinking behind the work
Models synthesised from primary sources and real engagements.
The Lab
Experiments, tests and builds
Validated in public before the best graduate to product.
- AI Search Query Capture Built · v1.1
- EventCapture Spec approved · in build
- SEO Graph View Concept captured
The field notes
Frameworks, builds and what is changing in AI search.
Sent occasionally, never noise. The thinking behind the work, and the experiments before they ship.
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