BACK TO AI-GEO/ SERVICES / AI-GEO / KNOWLEDGE-GRAPH-ENGINEERING

Knowledge Graph Engineering

Building your brand entity in Google Knowledge Graph via Schema.org and sameAs. AI models like ChatGPT and Gemini will start recognizing you as an industry authority.

SERVICE DETAILS

I build and optimize your brand's presence as an entity in the Google Knowledge Graph and semantic web. I implement Organization and Person schemas with sameAs attributes linking to Wikidata, LinkedIn, Crunchbase, and industry databases. When LLMs like GPT-4 — trained on web data — look up your company, they find a rich, consistent entity network and start citing you.

> INVESTMENT:

from €1,000
const module = new ExecutionProtocol();

// Initializing knowledge-graph-engineering...
> Loading dependencies... OK
> Establishing connection... OK
> Ready for deployment... AWAITING_COMMAND

Key Benefits

Your brand entity in Google Knowledge Graph — Google treats you as a recognized organization, strengthening E-E-A-T and rankings for branded queries.

sameAs connections to Wikidata, LinkedIn, Crunchbase, Google Business Profile — consistent data across all major knowledge bases that AI models train on.

Schema.org Organization with full attributes: foundingDate, numberOfEmployees, areaServed, knowsAbout — authenticity signals for Google and LLMs.

Knowledge Panel reinforcement — a panel with your logo, description, and social links for branded searches, making your company unmistakable in AI answers.

Foundation for GEO (Generative Engine Optimization) — without a Knowledge Graph entity, LLMs don't know you; with one, you become a cited source in AI-generated responses.

The Process

1

Semantic Presence Audit

I check whether your brand has a Wikidata entry, Google Knowledge Panel, and what Schema.org attributes are already implemented. I identify the gaps.

2

Entity Building & sameAs Setup

I create or update the Wikidata entity, configure Schema.org Organization with full attributes, and add sameAs links to all relevant platforms.

3

JSON-LD Implementation & Google Submission

I implement JSON-LD schemas on the site, submit the entity through Google Search Console, and trigger a re-crawl for faster recognition.

4

Knowledge Panel Monitoring

I monitor the Knowledge Panel's appearance and content, verify that LLMs (ChatGPT, Gemini) correctly describe your brand, and correct any factual inaccuracies.

FAQ

Can any company get a Knowledge Graph entry?

Yes, but Google favors organizations with sufficient web visibility — links from credible sources, press mentions, a Wikidata entry, or listings in industry databases. For very new companies, I first build these signals.

How do I check if my company is in the Knowledge Graph?

Search your company name in Google. If a Knowledge Panel appears on the right side with a logo, description, and links, you're in the KG. You can also check via Google's Knowledge Graph Search API.

How does this relate to ChatGPT and Gemini?

GPT-4 and Gemini were trained on billions of web pages including Schema.org structured data and Wikidata. Companies with rich KG entities are recognized by LLMs as credible sources and are cited in AI responses far more often than unknown brands.

Got a project?

Terminate
Silence

Initiate protocol. Establish connection. Let's build something loud.

> WAITING_FOR_INPUT...