Keywords tell search engines what you said. Entities and semantics tell them what you mean. We engineer the structured meaning layer that lets Google and AI search connect your brand, services, and content into one coherent, citable knowledge graph.
7
Entities
14
Links
92%
Clarity
AI retrieval readiness
Citable, consistent, connected
6 layers
entities, relationships, meaning, structure, relevance, visibility
3–5×
stronger AI-search citation likelihood with a unified entity graph
2–4 wks
from semantic audit to first deployed structure improvements
100%
schema + content alignment — meaning that Google can actually read
Entity SEO at a Glance
Search isn't just words anymore. It's entities, relationships, and meaning. Get these six right and you're understood — not just crawled.
The concepts your brand stands for — people, services, topics, places — turned into machine-readable objects
How your entities connect: brand → services → topics → content — the edges that give your graph shape
Content written so a retrieval system can extract claims, facts, and relationships — not just keywords
Schema.org, Organisation markup, and topical clusters that make your semantics explicit to crawlers
Topic ownership beyond exact-match keywords — you rank for the concept, not just the phrase
AI search (SGE, ChatGPT, Perplexity) can cite you because your structure makes retrieval obvious
When You Need Entity SEO
If search engines can't connect your content into one coherent brand, rankings stay fragile and AI retrieval skips you by default.
Pages are individually optimised, but there's no semantic relationship between services, topics, and articles
You publish across many themes but don't clearly own any — ranking signals are spread too thin
When queries shift to natural language or AI prompts, your rankings collapse — you never built concept relevance
You have some markup, but it doesn't describe the relationships between your brand, services, people, and content
Different pages describe your services differently — Google can't build a consistent entity for your brand
ChatGPT / SGE / Perplexity cite competitors for queries where you should be the authority — because they can't retrieve you
What This Service Covers
Every layer moves you closer to being understood — not just indexed. Scope scales with your brand's current semantic baseline.
Discover every entity your brand owns or should own — and the topics each one anchors
Map the edges: how your entities connect to each other, and where those connections are broken
Rewrite for retrieval — content that carries facts, claims, and entities, not just keyword density
Make your entity graph explicit with Schema.org — Organisation, Person, Service, and connecting properties
One brand — described the same way everywhere. One service — one authoritative page. No ambiguity.
Structured signals that feed Google's Knowledge Graph and major AI retrieval indexes
The retrieval layer — making sure your entities are the ones AI search reaches for
Core Use Cases
Every brand enters entity SEO from a different angle. These are the shapes we see repeatedly — pick the one that matches your situation.
Best for
Brands described differently on every page, profile, and platform
Problem solved
Search engines can't build a coherent 'who you are' — the entity is fuzzy, the positioning inconsistent
Expected outcome
One canonical brand entity: standardised name, description, services, and sameAs links across the web
Best for
Multi-service businesses whose offerings live as siloed pages
Problem solved
Services, topics, and content aren't semantically connected — topical authority stays shallow per cluster
Expected outcome
A service → topic → content graph that concentrates authority and compounds across related queries
Best for
Content-heavy sites that still rely on exact-match keyword targeting
Problem solved
Content stops ranking as queries shift to conversational and AI-driven formats — no concept relevance
Expected outcome
Passage-level semantic targeting + claim-based writing + entity-rich content that retrieves for intent, not just phrase
Best for
Brands with partial schema that doesn't describe relationships
Problem solved
Markup exists but is disconnected — no Organisation graph, no Service → Brand stitching, no Person credentials
Expected outcome
Unified JSON-LD graph across pages: Organisation, Services, People, Articles — all semantically linked
Best for
Brands preparing for SGE, ChatGPT, Perplexity, and AI-retrieval visibility
Problem solved
AI search engines cite competitors because your content isn't structured for passage-level retrieval
Expected outcome
Citable-statement architecture, entity-rich passages, and retrieval baselines you can track monthly
Goal → Solution Mapping
Entity SEO isn't one thing — it's five different engagements, each solving a different commercial problem. Pick your goal; we'll pick the lever.
Goal
Need clearer topic ownership
Solution
Entity & topic mapping
Goal
Need stronger service relevance
Solution
Semantic relationship optimisation
Goal
Need better structured meaning
Solution
Schema + content alignment
Goal
Need AI-friendly visibility
Solution
Machine-readable semantic layer
Goal
Need less keyword dependency
Solution
Concept-led content structure
Why Search Systems Misunderstand Brands
Without semantic engineering, search engines treat your pages as independent documents. Entity SEO turns them into a connected knowledge graph.
Avana Hub Semantic Framework
A repeatable five-step system. Same depth every time, tailored to your graph's current shape and your business goals.
Discover every entity your brand owns, shares, or should own — people, services, topics, locations
Plot entities and their relationships — what connects to what, where the gaps and overlaps are
Stitch relationships through internal linking, schema, and consistent cross-page terminology
Deploy unified JSON-LD, claim-based content, and passage-level semantic targeting
Measure retrieval, close feedback loops, and keep the graph evolving with new content and entities
Process Timeline
Not a slow, theoretical engagement — a sequenced rollout that ships measurable structure early and builds depth on top.
Current schema coverage, entity inventory, topical structure, internal linking, brand consistency across profiles
What you own, what you should own, and what competitors are claiming in your category
The full brand → service → topic → content graph — with edges, weights, and gaps documented
Deploy unified JSON-LD, rewrite priority passages for retrieval, stitch internal links for semantic coherence
Track retrieval in AI search, monitor Knowledge Panel shifts, iterate on weak edges, expand coverage
Sample Output
Tangible artefacts — topic matrices, schema boards, entity counts, retrieval lifts — not a theory slide deck.
Entities mapped
64
Semantic links
128
Schema coverage
+71%
AI retrieval lift
+112%
What You Get
Everything you need to hand to engineers, writers, or another agency and start compounding semantic authority.
Full semantic baseline: entities, relationships, schema coverage, and brand consistency gaps
Visual inventory of what you own, what you should own, and where competitors currently win
Cluster architecture, silo integrity, internal linking plan for semantic coherence
Unified JSON-LD graph design — Organisation, Services, People, Articles with stitched properties
Which pages reinforce which entities, how to rewrite for retrieval, claim-based passage plans
Canonical mapping of every service to its owning topic cluster and authority pillar
Citable-statement patterns, passage-level targeting, and retrieval readiness playbook
Sequenced roadmap with quick wins, structural fixes, and strategic depth — scored by impact
Pricing Plans
From a focused entity & topic audit to a full semantic architecture rebuild with ongoing graph maintenance. Scoped to your current semantic baseline and AI-visibility goals.
Full semantic baseline: entity inventory, relationship map, schema gaps, and prioritised roadmap
Audit plus full implementation of the semantic graph: schema, internal linking, and priority content passes
Quarterly graph re-audits, continuous entity maintenance, and new-content semantic integration
Tailored to your needs
Frequently Asked
Related Services
Get Started
Help search engines and AI systems understand your brand with more clarity, stronger structure, and better semantic relevance. We engineer the graph — you collect the visibility.
Graph Clarity