AI Search Optimization

Entity & Knowledge Graph Optimization — make AI certain who you are

AI recommends brands it understands. We build a clear, connected entity and knowledge graph so search engines and AI know exactly who you are, what you do and why to trust you.

Entity Clarity
Live
49
of 100
How confidently AI can identify you as a distinct entity.
Organization schema
78
sameAs links
46
Knowledge Panel
30
Wikidata
25
Consistency
70
What it is

Make AI certain who you are

Knowledge Graph Optimization (also called Entity Optimization) is the practice of structuring your business’s data so search engines and AI systems can correctly identify, define and connect your brand as a distinct entity — understanding who you are, what you offer, where you operate and how you relate to other known entities (industries, locations, people, related brands). It’s done through structured data (Organization, Person, Product schema), consistent entity signals across the web, and — where applicable — direct presence in knowledge bases like Google’s Knowledge Graph and Wikidata.

Why it matters now

AI maps entities — make sure you’re on the map

AI engines don’t just read text — they build internal representations of entities and the relationships between them. A business with weak or ambiguous entity signals risks being misunderstood, confused with a similarly-named competitor, or left out of an AI’s internal “map” of your industry.

Strong entity optimisation is what lets an AI confidently say “this business is a [category] in [place] known for [specialty]” rather than guessing or omitting you — it’s the structural backbone that makes your citations actually mean something to the AI reading them.

AI builds entity maps — It models relationships, not just words.
Ambiguity means omission — Get confused with rivals — or left out.
Confidence enables citing — A clear identity makes mentions count.
The backbone of citations — Entities give your citations meaning.
Our process

How we build your entity

1
Entity Audit
We assess how clearly and consistently your business is identified across schema, knowledge panels and structured data.
2
Schema Implementation
Organization, Person, sameAs and relationship-based schema tying your brand to verified identifiers.
3
Entity Consistency Pass
We align your details across your site, Google Business Profile, Wikidata/Wikipedia and major platforms.
4
Knowledge Panel & Graph Presence
We pursue eligible knowledge-panel claims and structured-data submissions.
5
Ongoing Monitoring
We track entity recognition and knowledge graph presence over time.
What's included

Everything in the program

Full entity / schema audit
How clearly machines understand your brand today.
Organization & relationship schema
sameAs links to your verified profiles.
Entity consistency cleanup
Aligned signals across your web properties.
Knowledge Panel optimization
Claim and optimise where you’re eligible.
Wikidata entry support
Where applicable to your brand.
Quarterly entity reporting
Track recognition and graph presence.
Proof & results

What success looks like

Clear
Entity recognition
Panel
Knowledge panel (where eligible)
0
Identity confusion (target)

We measure success in how confidently search and AI recognise and describe your brand — and resolving any confusion with similarly-named entities. Real client examples are available on request.

FAQs

Questions, answered

What exactly is an “entity”?
It’s how machines represent your brand as a distinct thing — who you are, what you do, where you operate and how you relate to other known entities.
Can you get me a Google Knowledge Panel?
Where you’re eligible, we pursue and optimise it — though no one can guarantee Google will grant a panel.
Do you handle Wikidata and Wikipedia?
We support Wikidata entries where applicable and align the signals that reference authoritative sources.
How does this help AI recommend me?
A clear entity lets AI confidently describe and recommend you instead of guessing or confusing you with a similarly-named brand.
How do you check our current entity strength?
We audit your schema and knowledge-graph presence — you can also try our free Knowledge Graph Checker tool.

Does AI know exactly who you are?

Start with a free Schema Audit — we’ll check your structured data and entity signals and show what’s keeping AI from understanding your brand.

Chat with us