Data-Driven Results

Entity Frameworks &
Case Studies

I build machine-readable assets designed to define your brand as an Entity and connect it to the attributes that matter most.

Start Your Project
+300%Organic Growth
£2M+Revenue Recovered
10/12Cities Dominated
My Process

How I Build Authority

Entity & Attribute Gap Analysis

Analyzing content for Attribute Coverage — revealing missing entity relationships that prevent trust.

Knowledge Graph Construction

Designing Topical Maps that cover every sub-entity and question, signaling absolute authority.

NLP Content Engineering

Optimizing for Entity Salience and Vector Embeddings — making Subject-Predicate-Object triplets crystal clear.

Semantic Strategy

Aligning business goals with the Search Universe, planning Knowledge Panel acquisition and topic domination.

Proof

Case Studies

SaaS+300%

Authoring Tool SaaS

Challenge: Entity Confusion — Google mixed up core product with generic writing software.

Solution: Semantic Content Network with 500+ micro-semantics. Restructured internal linking to money pages.

RESULT: Featured Snippet for high-value terms. Robust Knowledge Panel established.
E-Commerce£2M+

Luxury Watch Retailer

Challenge: Keyword Cannibalization and index bloat from faceted navigation creating thousands of duplicate pages.

Solution: EAV model with Product schema linked to Wikidata — disambiguating Brand from Model.

RESULT: 150% increase in organic revenue within 6 months. Dominates Visual Search.
Local10/12

Multi-Location Law Firm

Challenge: 12 locations treated as single confused entity. Entity Merging blocked Map Pack rankings.

Solution: Parent-Child Organization Schema with distinct subOrganization and unique areaServed properties.

RESULT: Top 3 Map Pack in 10/12 cities. Disambiguated Knowledge Panel.
Your Turn

Let's Encode Your Expertise

Ready to define your attributes? Let's encode your expertise into a format Google loves.

Start Engineering Your Authority