Entity & Topic Architecture
Clarify who you are, what you do and how your expertise connects across the site and wider web.
↗02AI SEARCH / GEO / AEO
Become the source AI systems can retrieve.
We engineer the authority, content structure and machine-readable signals that help search engines and AI systems understand what your business knows.
Talk to STRUCTURE ↗SYSTEM / AIS-02RETRIEVABLE
THE PROBLEM
Search is moving from links to synthesized answers.
Visibility now depends on more than rankings. Models and search systems must identify your entity, understand your expertise, retrieve the right passages and connect your claims to trusted evidence.
AI RETRIEVAL / ENTITY SIGNALS
Visibility is a network of signals.
We map the relationships between entity clarity, topical authority, corroboration and the answer environments where discovery now occurs.
RETRIEVAL MAP / AI SEARCHENTITY + EVIDENCE
BRAND
ENTITY
AI ANSWERSSEARCHCITATIONSREVIEWSTOPICSAUTHORITY
ENTITY
The objective is a consistent, corroborated entity that machines can understand and people can trust.
WHAT WE BUILD
Authority designed for retrieval.
Retrieval & Answer Architecture
Create self-contained, evidence-led passages and semantic relationships that improve retrieval across search and LLM-driven answer systems.
↗Entity & Retrieval Signals
Improve crawlability, schema, internal linking, entity relationships, citation density and semantic page structure.
↗Citation & Authority Strategy
Build the external corroboration and topical depth that increase confidence in your brand.
↗STRUCTURE METHOD
Make the brand easy to understand before trying to influence answers.
01
Model
Map entities, topics, questions and commercial intent.
02
Structure
Organize content so relationships are explicit and machine-readable.
03
Substantiate
Support claims with firsthand expertise, evidence and trustworthy references.
04
Measure
Track visibility across search, AI answers, citations and resulting demand.
BUILT FOR REAL BUSINESSES
Our search work is grounded in technical SEO and content architecture first, then extended for AI retrieval rather than replaced by a new acronym.Why experience matters ↗
QUESTIONS
What businesses ask us.
Is GEO different from SEO?+
Yes, but they overlap heavily. SEO focuses on visibility in search results; GEO and AI search optimization also consider whether systems can understand, retrieve and cite your information in generated answers.
Can you guarantee ChatGPT or Google AI citations?+
No credible agency can guarantee a specific model will cite a specific page. We improve the signals, content quality and authority that make retrieval and citation more likely.
Should we create separate content just for AI?+
Usually no. The strongest approach improves the clarity, evidence and structure of content that also serves users and traditional search.