James Dooley:
Hi. Today I am joined with Paul Truscott, who is in a private group with us. Paul is extremely knowledgeable in local SEO, Google Business Profiles, semantic SEO, and related areas. Today’s discussion is about EAV triples within semantic SEO. Paul, let’s get started. Why are EAV semantic triples important for SEO?
Paul Truscott:
They form the backbone of Google’s Knowledge Graph. Google calculates everything using nodes and edges. For a traditional SEO, the easiest comparison is a hyperlink. A hyperlink is an edge that connects two nodes, the source page and the target page.
Paul Truscott:
Google uses this same system to connect facts. The Knowledge Graph works by linking facts together. A fact cannot exist on its own. It has to connect multiple things.
Paul Truscott:
For example, if I just say James Dooley, that means nothing on its own. There is no context. Once I say James Dooley is a podcaster, I have created a triple. Two nodes connected by an edge.
Paul Truscott:
With EAV, the key difference is the value. The attribute has a specific value attached to it. This matters because this is how Google understands and validates facts.
Paul Truscott:
If you write vague content, Google cannot trust it. Saying a Tesla has good battery life means nothing. Saying it has a 506 mile range with a specific battery type creates clear, verifiable facts.
Paul Truscott:
When you claim expertise, Google expects specificity. It compares the facts on your page against what it already knows in the Knowledge Graph. That process relies heavily on EAV triples.
James Dooley:
For anyone unfamiliar, what does EAV actually stand for?
Paul Truscott:
It stands for entity, attribute, value. The entity is a node. The attribute is the edge. The value is another node. The attribute connects the two nodes.
Paul Truscott:
A simple example is a country and its capital. France is the entity. Capital is the attribute. Paris is the value. The value does not need to be numeric. It just needs to be specific.
James Dooley:
Earlier you mentioned hyperlinks as edges between nodes. At an event recently, people kept saying it is all about lines and dots. That is really about connecting nodes through edges to feed the Knowledge Graph.
James Dooley:
As Google moves further into semantic SEO, do you think links are becoming less important if EAV triples are done properly? Or do hyperlinks still matter?
Paul Truscott:
Links still matter, but context matters more than ever. A relevant link from an authoritative site in the same topical area carries far more weight than an unrelated link.
Paul Truscott:
Google now also evaluates links based on traffic. If a domain gets no traffic, it is unlikely to be considered authoritative, even if third party metrics suggest otherwise.
Paul Truscott:
Traffic is the real signal. A site with no traffic cannot realistically be an authority. Metrics from tools can be manipulated. Traffic cannot.
James Dooley:
A lot of people talk about semantic triples generally. Do you see EAV triples as the most important type?
Paul Truscott:
All triples matter, but EAV triples are critical because they contain specific values that Google already understands. If you create triples Google recognises as true, you build trust.
Paul Truscott:
If your site consistently states facts that align with the Knowledge Graph, Google will trust you more when you introduce new information that it does not yet know.
Paul Truscott:
This is especially important for first party sources. Your entity home must be correct. If that foundation is wrong, everything else you do becomes ineffective.
Paul Truscott:
Trust is inferred over time. Google validates unknown statements based on how often you state known truths correctly across your site.
Paul Truscott:
This is why it is important to study case studies deeply. When you revisit them multiple times, patterns emerge. You start by focusing on details, then eventually see the bigger picture.
James Dooley:
That makes sense. It is like looking at one piece of a jigsaw puzzle without seeing the full image. When you step back, the structure becomes clear.
James Dooley:
Some people criticise researchers in this space without fully understanding their work. In many cases, it is clear they have not properly read or applied the material.
James Dooley:
Once you study it properly and apply it, the logic behind semantic SEO and EAV triples becomes very obvious.
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